---
title: "Get summary metrics"
method: POST
path: "/totals"
tags: ["Totals"]
---

# Get summary metrics

`POST /totals`

## Request

- Base URL: `https://api.lightcast.io/ca-profiles`
- URL: `https://api.lightcast.io/ca-profiles/totals`
- Auth: OAuth 2
  - Client credentials
  - Token URL: `https://auth.emsicloud.com/connect/token` scopes: `profiles:ca`

Get summary metrics on all profiles matching the filters.

## Query parameters

- `title_version` 'emsi'
- `company_version` 'emsi_company'
- `naics_version` 'naics_std_2022'
- `cip_version` 'cip2010' | 'cip2020'
- `cip_standard` '2020.0.0' | '2010.0.1'
- `lot_version` '7' | '6'
- `new_taxonomy_versions` true | false

## Request body

- object
  - `filter` union, required: An object or a list of up to 10 objects.
    - object
      - `last_updated` object
        - `start` union: Minimum date for when any part of a person's online presence was last updated. Accepted formats: `YYYY`, `YYYY-MM`, `YYYY-MM-DD`
          - string
          - integer
        - `end` union: Maximum date for when any part of a person's online presence was last updated. Accepted formats: `YYYY`, `YYYY-MM`, `YYYY-MM-DD`
          - string
          - integer
      - `city` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `city_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `educations` union: An object or list of objects describing educational credentials. Educations in a list will be ANDed together, fields within an education object will be ANDed together, values in an education field will be ORed together. Minimum educations: `1` Maximum educations: `10` *Example: Find profiles which have a Masters from Yale or Harvard and a Doctorate from Stanford* ```json { "filter": { "educations": [ { "schools_name": [ "Yale University", "Harvard University" ], "edulevels_name": [ "Master's Degree" ] }, { "schools_name": [ "Stanford University" ], "edulevels_name": [ "Doctorate" ] } ] } } ```
        - object
          - `grad_year` object
            - `start` union: Minimum date range for a person graduation. Accepted format: `YYYY`
              - …
            - `end` union: Maximum date range for a person graduation. Accepted format: `YYYY`
              - …
          - `schools` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
            - string[]
            - object
              - …
          - `schools_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
            - string[]
            - object
              - …
          - `schools_ipeds` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
            - union[]
              - …
            - object
              - …
          - `cip6` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above) For version see [/meta](#meta).
            - string[]
            - object
              - …
          - `cip6_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
            - string[]
            - object
              - …
          - `cip4` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
            - string[]
            - object
              - …
          - `cip4_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
            - string[]
            - object
              - …
          - `cip2` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
            - union[]
              - …
            - object
              - …
          - `cip2_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
            - string[]
            - object
              - …
          - `edulevels` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
            - string[]
            - object
              - …
          - `edulevels_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
            - string[]
            - object
              - …
        - object[]
          - `grad_year` object
            - `start` union: Minimum date range for a person graduation. Accepted format: `YYYY`
              - …
            - `end` union: Maximum date range for a person graduation. Accepted format: `YYYY`
              - …
          - `schools` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
            - string[]
            - object
              - …
          - `schools_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
            - string[]
            - object
              - …
          - `schools_ipeds` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
            - union[]
              - …
            - object
              - …
          - `cip6` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above) For version see [/meta](#meta).
            - string[]
            - object
              - …
          - `cip6_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
            - string[]
            - object
              - …
          - `cip4` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
            - string[]
            - object
              - …
          - `cip4_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
            - string[]
            - object
              - …
          - `cip2` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
            - union[]
              - …
            - object
              - …
          - `cip2_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
            - string[]
            - object
              - …
          - `edulevels` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
            - string[]
            - object
              - …
          - `edulevels_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
            - string[]
            - object
              - …
      - `max_edulevels` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `max_edulevels_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `title` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `title_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `company` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `company_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `noc1` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
        - union[]
          - union
            - string
            - integer
        - object
          - `include` union[]: List of values to include in the filter.
            - union
              - …
          - `exclude` union[]: List of values to exclude from the filter.
            - union
              - …
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `noc1_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `noc2` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
        - union[]
          - union
            - string
            - integer
        - object
          - `include` union[]: List of values to include in the filter.
            - union
              - …
          - `exclude` union[]: List of values to exclude from the filter.
            - union
              - …
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `noc2_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `noc3` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
        - union[]
          - union
            - string
            - integer
        - object
          - `include` union[]: List of values to include in the filter.
            - union
              - …
          - `exclude` union[]: List of values to exclude from the filter.
            - union
              - …
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `noc3_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `noc4` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
        - union[]
          - union
            - string
            - integer
        - object
          - `include` union[]: List of values to include in the filter.
            - union
              - …
          - `exclude` union[]: List of values to exclude from the filter.
            - union
              - …
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `noc4_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `noc5` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
        - union[]
          - union
            - string
            - integer
        - object
          - `include` union[]: List of values to include in the filter.
            - union
              - …
          - `exclude` union[]: List of values to exclude from the filter.
            - union
              - …
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `noc5_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `naics2` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - union[]
          - union
            - string
            - integer
        - object
          - `include` union[]: List of values to include in the filter.
            - union
              - …
          - `exclude` union[]: List of values to exclude from the filter.
            - union
              - …
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `naics2_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `naics3` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - union[]
          - union
            - string
            - integer
        - object
          - `include` union[]: List of values to include in the filter.
            - union
              - …
          - `exclude` union[]: List of values to exclude from the filter.
            - union
              - …
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `naics3_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `naics4` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - union[]
          - union
            - string
            - integer
        - object
          - `include` union[]: List of values to include in the filter.
            - union
              - …
          - `exclude` union[]: List of values to exclude from the filter.
            - union
              - …
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `naics4_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `naics5` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - union[]
          - union
            - string
            - integer
        - object
          - `include` union[]: List of values to include in the filter.
            - union
              - …
          - `exclude` union[]: List of values to exclude from the filter.
            - union
              - …
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `naics5_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `naics6` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - union[]
          - union
            - string
            - integer
        - object
          - `include` union[]: List of values to include in the filter.
            - union
              - …
          - `exclude` union[]: List of values to exclude from the filter.
            - union
              - …
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `naics6_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `skills` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `skills_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `keywords` object: Keyword search expression filter for keywords in additional profile text. Does NOT search standardized fields like company name, school name, or standard skills.
        - `query` string, required: Keyword search expression with boolean operators (all-caps `AND`, `OR`, `NOT`), parentheses, and double-quoted phrases allowed. Alternatively, you can prefix a word with `-` to exclude it; e.g. `"games Android -iOS"` would match profiles that mention 'games' and 'Android' but exclude those that mention 'iOS'.
        - `current_job_only` boolean: If `true`, search only most recent job title/description text plus any non-standardized skill keywords. Otherwise, include education and job history text as well.
      - `skill_categories` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - union[]
          - union
            - string
            - integer
        - object
          - `include` union[]: List of values to include in the filter.
            - union
              - …
          - `exclude` union[]: List of values to exclude from the filter.
            - union
              - …
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `skill_categories_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `skill_subcategories` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - union[]
          - union
            - string
            - integer
        - object
          - `include` union[]: List of values to include in the filter.
            - union
              - …
          - `exclude` union[]: List of values to exclude from the filter.
            - union
              - …
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `skill_subcategories_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `lot_specialized_occupation` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - union[]
          - union
            - string
            - integer
        - object
          - `include` union[]: List of values to include in the filter.
            - union
              - …
          - `exclude` union[]: List of values to exclude from the filter.
            - union
              - …
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `lot_specialized_occupation_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `lot_occupation` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - union[]
          - union
            - string
            - integer
        - object
          - `include` union[]: List of values to include in the filter.
            - union
              - …
          - `exclude` union[]: List of values to exclude from the filter.
            - union
              - …
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `lot_occupation_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `lot_occupation_group` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - union[]
          - union
            - string
            - integer
        - object
          - `include` union[]: List of values to include in the filter.
            - union
              - …
          - `exclude` union[]: List of values to exclude from the filter.
            - union
              - …
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `lot_occupation_group_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `lot_career_area` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - union[]
          - union
            - string
            - integer
        - object
          - `include` union[]: List of values to include in the filter.
            - union
              - …
          - `exclude` union[]: List of values to exclude from the filter.
            - union
              - …
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `lot_career_area_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `gender` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - union[]
          - union
            - string
            - integer
        - object
          - `include` union[]: List of values to include in the filter.
            - union
              - …
          - `exclude` union[]: List of values to exclude from the filter.
            - union
              - …
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `gender_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `cma` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
        - union[]
          - union
            - string
            - integer
        - object
          - `include` union[]: List of values to include in the filter.
            - union
              - …
          - `exclude` union[]: List of values to exclude from the filter.
            - union
              - …
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `cma_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `csd` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
        - union[]
          - union
            - string
            - integer
        - object
          - `include` union[]: List of values to include in the filter.
            - union
              - …
          - `exclude` union[]: List of values to exclude from the filter.
            - union
              - …
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `csd_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `cd` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
        - union[]
          - union
            - string
            - integer
        - object
          - `include` union[]: List of values to include in the filter.
            - union
              - …
          - `exclude` union[]: List of values to exclude from the filter.
            - union
              - …
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `cd_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `province` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
        - union[]
          - union
            - string
            - integer
        - object
          - `include` union[]: List of values to include in the filter.
            - union
              - …
          - `exclude` union[]: List of values to exclude from the filter.
            - union
              - …
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `province_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `pr` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
        - union[]
          - union
            - string
            - integer
        - object
          - `include` union[]: List of values to include in the filter.
            - union
              - …
          - `exclude` union[]: List of values to exclude from the filter.
            - union
              - …
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `pr_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `years_with_most_recent_company` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - union[]
          - union
            - string
            - number
        - object
          - `lower_bound` union: The lower bound (inclusive).
            - string
            - number
          - `upper_bound` union: The upper bound (inclusive).
            - string
            - number
      - `most_recent_company` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `years_in_current_role` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - union[]
          - union
            - string
            - number
        - object
          - `lower_bound` union: The lower bound (inclusive).
            - string
            - number
          - `upper_bound` union: The upper bound (inclusive).
            - string
            - number
      - `moves_in_most_recent_company` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - union[]
          - union
            - string
            - integer
        - object
          - `lower_bound` union: The lower bound (inclusive).
            - string
            - number
          - `upper_bound` union: The upper bound (inclusive).
            - string
            - number
      - `most_recent_company_start_date` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `most_recent_company_end_date` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `previous_company` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `previous_company_start_date` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `previous_company_end_date` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `years_of_experience` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - union[]
          - union
            - string
            - integer
        - object
          - `lower_bound` union: The lower bound (inclusive).
            - string
            - number
          - `upper_bound` union: The upper bound (inclusive).
            - string
            - number
      - `years_of_work_history` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - union[]
          - union
            - string
            - integer
        - object
          - `lower_bound` union: The lower bound (inclusive).
            - string
            - number
          - `upper_bound` union: The upper bound (inclusive).
            - string
            - number
      - `years_with_previous_company` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - union[]
          - union
            - string
            - number
        - object
          - `lower_bound` union: The lower bound (inclusive).
            - string
            - number
          - `upper_bound` union: The upper bound (inclusive).
            - string
            - number
      - `moves_in_previous_company` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - union[]
          - union
            - string
            - integer
        - object
          - `lower_bound` union: The lower bound (inclusive).
            - string
            - number
          - `upper_bound` union: The upper bound (inclusive).
            - string
            - number
    - object[]
      - `last_updated` object
        - `start` union: Minimum date for when any part of a person's online presence was last updated. Accepted formats: `YYYY`, `YYYY-MM`, `YYYY-MM-DD`
          - string
          - integer
        - `end` union: Maximum date for when any part of a person's online presence was last updated. Accepted formats: `YYYY`, `YYYY-MM`, `YYYY-MM-DD`
          - string
          - integer
      - `city` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `city_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `educations` union: An object or list of objects describing educational credentials. Educations in a list will be ANDed together, fields within an education object will be ANDed together, values in an education field will be ORed together. Minimum educations: `1` Maximum educations: `10` *Example: Find profiles which have a Masters from Yale or Harvard and a Doctorate from Stanford* ```json { "filter": { "educations": [ { "schools_name": [ "Yale University", "Harvard University" ], "edulevels_name": [ "Master's Degree" ] }, { "schools_name": [ "Stanford University" ], "edulevels_name": [ "Doctorate" ] } ] } } ```
        - object
          - `grad_year` object
            - `start` union: Minimum date range for a person graduation. Accepted format: `YYYY`
              - …
            - `end` union: Maximum date range for a person graduation. Accepted format: `YYYY`
              - …
          - `schools` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
            - string[]
            - object
              - …
          - `schools_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
            - string[]
            - object
              - …
          - `schools_ipeds` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
            - union[]
              - …
            - object
              - …
          - `cip6` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above) For version see [/meta](#meta).
            - string[]
            - object
              - …
          - `cip6_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
            - string[]
            - object
              - …
          - `cip4` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
            - string[]
            - object
              - …
          - `cip4_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
            - string[]
            - object
              - …
          - `cip2` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
            - union[]
              - …
            - object
              - …
          - `cip2_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
            - string[]
            - object
              - …
          - `edulevels` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
            - string[]
            - object
              - …
          - `edulevels_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
            - string[]
            - object
              - …
        - object[]
          - `grad_year` object
            - `start` union: Minimum date range for a person graduation. Accepted format: `YYYY`
              - …
            - `end` union: Maximum date range for a person graduation. Accepted format: `YYYY`
              - …
          - `schools` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
            - string[]
            - object
              - …
          - `schools_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
            - string[]
            - object
              - …
          - `schools_ipeds` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
            - union[]
              - …
            - object
              - …
          - `cip6` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above) For version see [/meta](#meta).
            - string[]
            - object
              - …
          - `cip6_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
            - string[]
            - object
              - …
          - `cip4` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
            - string[]
            - object
              - …
          - `cip4_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
            - string[]
            - object
              - …
          - `cip2` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
            - union[]
              - …
            - object
              - …
          - `cip2_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
            - string[]
            - object
              - …
          - `edulevels` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
            - string[]
            - object
              - …
          - `edulevels_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
            - string[]
            - object
              - …
      - `max_edulevels` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `max_edulevels_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `title` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `title_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `company` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `company_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `noc1` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
        - union[]
          - union
            - string
            - integer
        - object
          - `include` union[]: List of values to include in the filter.
            - union
              - …
          - `exclude` union[]: List of values to exclude from the filter.
            - union
              - …
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `noc1_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `noc2` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
        - union[]
          - union
            - string
            - integer
        - object
          - `include` union[]: List of values to include in the filter.
            - union
              - …
          - `exclude` union[]: List of values to exclude from the filter.
            - union
              - …
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `noc2_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `noc3` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
        - union[]
          - union
            - string
            - integer
        - object
          - `include` union[]: List of values to include in the filter.
            - union
              - …
          - `exclude` union[]: List of values to exclude from the filter.
            - union
              - …
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `noc3_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `noc4` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
        - union[]
          - union
            - string
            - integer
        - object
          - `include` union[]: List of values to include in the filter.
            - union
              - …
          - `exclude` union[]: List of values to exclude from the filter.
            - union
              - …
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `noc4_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `noc5` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
        - union[]
          - union
            - string
            - integer
        - object
          - `include` union[]: List of values to include in the filter.
            - union
              - …
          - `exclude` union[]: List of values to exclude from the filter.
            - union
              - …
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `noc5_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `naics2` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - union[]
          - union
            - string
            - integer
        - object
          - `include` union[]: List of values to include in the filter.
            - union
              - …
          - `exclude` union[]: List of values to exclude from the filter.
            - union
              - …
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `naics2_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `naics3` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - union[]
          - union
            - string
            - integer
        - object
          - `include` union[]: List of values to include in the filter.
            - union
              - …
          - `exclude` union[]: List of values to exclude from the filter.
            - union
              - …
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `naics3_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `naics4` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - union[]
          - union
            - string
            - integer
        - object
          - `include` union[]: List of values to include in the filter.
            - union
              - …
          - `exclude` union[]: List of values to exclude from the filter.
            - union
              - …
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `naics4_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `naics5` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - union[]
          - union
            - string
            - integer
        - object
          - `include` union[]: List of values to include in the filter.
            - union
              - …
          - `exclude` union[]: List of values to exclude from the filter.
            - union
              - …
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `naics5_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `naics6` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - union[]
          - union
            - string
            - integer
        - object
          - `include` union[]: List of values to include in the filter.
            - union
              - …
          - `exclude` union[]: List of values to exclude from the filter.
            - union
              - …
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `naics6_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `skills` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `skills_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `keywords` object: Keyword search expression filter for keywords in additional profile text. Does NOT search standardized fields like company name, school name, or standard skills.
        - `query` string, required: Keyword search expression with boolean operators (all-caps `AND`, `OR`, `NOT`), parentheses, and double-quoted phrases allowed. Alternatively, you can prefix a word with `-` to exclude it; e.g. `"games Android -iOS"` would match profiles that mention 'games' and 'Android' but exclude those that mention 'iOS'.
        - `current_job_only` boolean: If `true`, search only most recent job title/description text plus any non-standardized skill keywords. Otherwise, include education and job history text as well.
      - `skill_categories` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - union[]
          - union
            - string
            - integer
        - object
          - `include` union[]: List of values to include in the filter.
            - union
              - …
          - `exclude` union[]: List of values to exclude from the filter.
            - union
              - …
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `skill_categories_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `skill_subcategories` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - union[]
          - union
            - string
            - integer
        - object
          - `include` union[]: List of values to include in the filter.
            - union
              - …
          - `exclude` union[]: List of values to exclude from the filter.
            - union
              - …
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `skill_subcategories_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `lot_specialized_occupation` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - union[]
          - union
            - string
            - integer
        - object
          - `include` union[]: List of values to include in the filter.
            - union
              - …
          - `exclude` union[]: List of values to exclude from the filter.
            - union
              - …
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `lot_specialized_occupation_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `lot_occupation` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - union[]
          - union
            - string
            - integer
        - object
          - `include` union[]: List of values to include in the filter.
            - union
              - …
          - `exclude` union[]: List of values to exclude from the filter.
            - union
              - …
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `lot_occupation_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `lot_occupation_group` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - union[]
          - union
            - string
            - integer
        - object
          - `include` union[]: List of values to include in the filter.
            - union
              - …
          - `exclude` union[]: List of values to exclude from the filter.
            - union
              - …
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `lot_occupation_group_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `lot_career_area` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - union[]
          - union
            - string
            - integer
        - object
          - `include` union[]: List of values to include in the filter.
            - union
              - …
          - `exclude` union[]: List of values to exclude from the filter.
            - union
              - …
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `lot_career_area_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `gender` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - union[]
          - union
            - string
            - integer
        - object
          - `include` union[]: List of values to include in the filter.
            - union
              - …
          - `exclude` union[]: List of values to exclude from the filter.
            - union
              - …
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `gender_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `cma` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
        - union[]
          - union
            - string
            - integer
        - object
          - `include` union[]: List of values to include in the filter.
            - union
              - …
          - `exclude` union[]: List of values to exclude from the filter.
            - union
              - …
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `cma_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `csd` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
        - union[]
          - union
            - string
            - integer
        - object
          - `include` union[]: List of values to include in the filter.
            - union
              - …
          - `exclude` union[]: List of values to exclude from the filter.
            - union
              - …
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `csd_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `cd` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
        - union[]
          - union
            - string
            - integer
        - object
          - `include` union[]: List of values to include in the filter.
            - union
              - …
          - `exclude` union[]: List of values to exclude from the filter.
            - union
              - …
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `cd_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `province` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
        - union[]
          - union
            - string
            - integer
        - object
          - `include` union[]: List of values to include in the filter.
            - union
              - …
          - `exclude` union[]: List of values to exclude from the filter.
            - union
              - …
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `province_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `pr` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
        - union[]
          - union
            - string
            - integer
        - object
          - `include` union[]: List of values to include in the filter.
            - union
              - …
          - `exclude` union[]: List of values to exclude from the filter.
            - union
              - …
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `pr_name` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above). For version see [/meta](#meta).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `years_with_most_recent_company` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - union[]
          - union
            - string
            - number
        - object
          - `lower_bound` union: The lower bound (inclusive).
            - string
            - number
          - `upper_bound` union: The upper bound (inclusive).
            - string
            - number
      - `most_recent_company` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `years_in_current_role` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - union[]
          - union
            - string
            - number
        - object
          - `lower_bound` union: The lower bound (inclusive).
            - string
            - number
          - `upper_bound` union: The upper bound (inclusive).
            - string
            - number
      - `moves_in_most_recent_company` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - union[]
          - union
            - string
            - integer
        - object
          - `lower_bound` union: The lower bound (inclusive).
            - string
            - number
          - `upper_bound` union: The upper bound (inclusive).
            - string
            - number
      - `most_recent_company_start_date` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `most_recent_company_end_date` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `previous_company` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `previous_company_start_date` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `previous_company_end_date` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - string[]
        - object
          - `include` string[]: List of values to include in the filter.
          - `exclude` string[]: List of values to exclude from the filter.
          - `include_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for inclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
          - `exclude_op` 'and' | 'or' | 'AND' | 'OR': Logical operator used when scanning profiles for exclusive filtering; whether to filter for profiles matching any of the given values (`or`) or all of the given values (`and`).
      - `years_of_experience` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - union[]
          - union
            - string
            - integer
        - object
          - `lower_bound` union: The lower bound (inclusive).
            - string
            - number
          - `upper_bound` union: The upper bound (inclusive).
            - string
            - number
      - `years_of_work_history` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - union[]
          - union
            - string
            - integer
        - object
          - `lower_bound` union: The lower bound (inclusive).
            - string
            - number
          - `upper_bound` union: The upper bound (inclusive).
            - string
            - number
      - `years_with_previous_company` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - union[]
          - union
            - string
            - number
        - object
          - `lower_bound` union: The lower bound (inclusive).
            - string
            - number
          - `upper_bound` union: The upper bound (inclusive).
            - string
            - number
      - `moves_in_previous_company` union: This value may be an array of values to filter by (inclusively) or an object describing more nuanced filtering (for details see [Filtering](#filtering) above).
        - union[]
          - union
            - string
            - integer
        - object
          - `lower_bound` union: The lower bound (inclusive).
            - string
            - number
          - `upper_bound` union: The upper bound (inclusive).
            - string
            - number
  - `metrics` string[]: Some metrics may be approximations for performance reasons.

## Response `200`

OK

- object
  - `data` object, required
    - `totals` object, required
      - `profiles` integer
      - `unique_schools` integer
      - `unique_companies` integer
      - `median_years_of_experience_in_occupation` number, nullable
      - `median_years_with_most_recent_company` number, nullable
      - `median_years_in_current_role` number, nullable
      - `median_moves_in_most_recent_company` number, nullable

## Other responses

- `400`: bad request
- `422`: request wasn't valid (e.g. bad keyword expression).

---

[API](https://skmtc.dev/lightcast/apis/profiles-ca.md) - [All operations](https://skmtc.dev/lightcast/apis/profiles-ca/llms.txt) - [OpenAPI document](https://skmtc.dev/lightcast/apis/profiles-ca/revisions/2340f50a81bd?raw)