# Search Filters: Base Employee API {% columns %} {% column width="16.666666666666664%" %} Data type: Query type: URL: {% endcolumn %} {% column %} Base Employee Coresignal's custom filters {% endcolumn %} {% endcolumns %} *** ## Overview Explore the available filters, their potential applications, and helpful tips. Use the endpoint to discover employee IDs. This endpoint offers a less complex user experience than the `/v2/employee_base/search/es_dsl` endpoint. If you prefer uncomplicated queries, opt for this endpoint. Below are details about filter explanations and how to use them. ## Endpoint structure {% code title="Full structure" %} ```json { "full_name": "string", "headline": "string", "location": "string", "industry": "string", "summary": "string", "created_at_gte": "string", "created_at_lte": "string", "updated_at_gte": "string", "updated_at_lte": "string", "deleted": true, "country": "string", "inferred_skills": "string", "certification_title": "string", "experience_title": "string", "experience_company_name": "string", "experience_company_exact_name": "string", "experience_company_website_url": "string", "experience_company_website_exact_url": "string", "experience_company_professional_network_url": "string", "experience_company_industry": "string", "experience_company_size": "string", "experience_company_employees_count_gte": 0, "experience_company_employees_count_lte": 0, "experience_date_from": "string", "experience_date_to": "string", "experience_description": "string", "experience_deleted": true, "experience_company_id": 0, "active_experience": true, "keyword": "string", "education_institution_name": "string", "education_institution_exact_name": "string", "education_program_name": "string", "education_description": "string", "education_date_from": "string", "education_date_to": "string", "education_institution_professional_network_url": "string" } ``` {% endcode %} ## Filter list
full_name | Filter name | Data input type | Description | Usage | | ----------- | --------------- | --------------- | --------------------------------------------------------------------------- | | `full_name` | String | Employee's name | Use it to find records based on the employee's name, surname, or full name. | **Example input:** {% code title="name" %} ```json { "name": "John" } ``` {% endcode %} {% code title="surname" %} ```json { "name": "Doe" } ``` {% endcode %} {% code title="full name" %} ```json { "full_name": "John Doe" } ``` {% endcode %} **Example output with corresponding fields in the output data:** {% code title="name" %} ```json "first_name": "John", ``` {% endcode %}
headline | Filter name | Data input type | Description | Usage | | ----------- | --------------- | ------------------------------------------------------------ | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | `headline` | String |

Employee's job title
(Employee's profile headline)

|

Use it to find records based on the profile headline (title).
Available operators:

| **Example input:** {% code title="No operator" %} ```json { "headline": "data analyst" } ``` {% endcode %} {% code title="Operator OR" %} ```json { "headline": "(data analyst) OR (data scientist)" } ``` {% endcode %} {% code title="Operator AND" %} ```json { "headline": "data analyst AND data scientist" } ``` {% endcode %} {% hint style="success" %} Use `"(first phrase) OR (second phrase)"` if you are searching for words in a phrase and want them to be interpreted together. {% endhint %} **Example output:** {% code title="Example" %} ```json "full_name": "John Doe", "headline": "Data Analyst" ``` {% endcode %} *** {% hint style="info" %} Use `"\"{keyword}\""` format to find exact matches. {% endhint %} {% code title="Exact match" %} ```json { "headline": "\"product manager\"" } ``` {% endcode %}
location | Filter name | Data input type | Description | Usage | | ----------- | --------------- | ------------------- | ----------------------------------------------------------------------------------------------------------------------------------------- | | `location` | String | Employee's location |

Use it to find records based on location.
Use states, cities, and countries.

| **Example input:** {% code title="location" %} ```json { "location": "New York" } ``` {% endcode %} **Example output:** {% code title="Example" %} ```json "full_name": "John Doe", "location": "New York", "industry": "Technology", ``` {% endcode %}
industry | Filter name | Data input type | Description | Usage | | ----------- | --------------- | -------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | | `industry` | String |

Associated industry

Note: not directly related to any particular work experience

|

Use to find employee records based on the associated industry.
Search based on the available list of industries.
Available operators:

| {% hint style="success" %} Use `"(first phrase) OR (second phrase)"` if you are searching for words in a phrase and want them to be interpreted together. {% endhint %} {% code title="Phrases" %} ```json { "industry": "(Information technology) OR Internet" } ``` {% endcode %} Possible input values can be found in general [Search filters](https://docs.coresignal.com/api-introduction/requests/search-filters#possible-input-values) topic.
summary | Filter name | Data input type | Description | Usage | | ----------- | --------------- | --------------------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | `summary` | String | Education/work experience summary |

Use it to find employee records based on the education/work experience summary.
Available operators:

| {% hint style="success" %} You can use the operator `*` to finish the keyword. For example, `"py"` will return results with *py v*isible in them. `Py*` will return results with the completed word, e.g., Python. {% endhint %} **Example input:** {% code title="No operator" %} ```json { "summary": "Python" } ``` {% endcode %} {% code title="Operator OR" %} ```json { "summary": "(Software development) OR SQL" } ``` {% endcode %} {% code title="Operator AND" %} ```json { "summary": "Python AND SQL" } ``` {% endcode %} {% hint style="success" %} Use `"(first phrase) OR (second phrase)"` if you are searching for words in a phrase and want them to be interpreted together. {% endhint %} **Example output:** {% code title="Example" overflow="wrap" %} ```json "summary": "Engineering Team Leader for Test Team working on the Controllers for Example Corp." ``` {% endcode %}
created_at_gte | Filter name | Data input type | Description | Usage | | ---------------- | --------------- | --------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | | `created_at_gte` | String | Date and time when the record was created in our database |

Find employee records based on creation date.
Use the YYYY-MM-DD hh:mm:ss date format.
The output value will be greater than or equal to the input value.

| **Example input:** {% code title="created\_at" %} ```json { "created_at_gte": "2025-01-26 12:00:00" } ``` {% endcode %} **Example output:** {% code title="Example" %} ```json "last_response_code": 404, "created": "2025-01-26 12:00:00", "last_updated": "2025-03-24 11:00:00", ``` {% endcode %}
created_at_lte | Filter name | Data input type | Description | Usage | | ---------------- | --------------- | --------------------------------------------------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | `created_at_lte` | String | Date and time when the record was created in our database |

Find employee records based on creation date.
Use the YYYY-MM-DD hh:mm:ss date format.
The output value will be less than or equal to the input value.

| **Example input:** {% code title="created\_at" %} ```json { "created_at_lte": "2025-01-26 12:41:10" } ``` {% endcode %} **Example output:** {% code title="Example" %} ```json "last_response_code": 404, "created": "2025-02-22 14:00:00", "last_updated": "2025-04-12 01:00:00", ``` {% endcode %}
updated_at_gte | Filter name | Data input type | Description | Usage | | ---------------- | --------------- | ---------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | | `updated_at_gte` | String | Date and time when the record was last updated |

Find employee records based on the last update date.
Use the YYYY-MM-DD hh:mm:ss date format.
The output value will be greater than or equal to the input value.

| **Example input:** {% code title="last\_updated\_gte" %} ```json { "updated_at_gte": "2025-02-26 12:00:00" } ``` {% endcode %} **Example output:** {% code title="Example" %} ```json "last_updated": "2025-03-21 17:00:00", "last_response_code": 200, ``` {% endcode %}
updated_at_lte | Filter name | Data input type | Description | Usage | | ---------------- | --------------- | ---------------------------------------------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | `updated_at_lte` | String | Date and time when the record was last updated |

Find employee records based on the last update date.
Use the YYYY-MM-DD hh:mm:ss date format.
The output value will be less than or equal to the input value.

| **Example input:** {% code title="updated\_at\_lte" %} ```json { "updated_at_lte": "2025-02-26 12:00:00" } ``` {% endcode %} **Example output:** {% code title="Example" %} ```json "last_updated": "2025-01-09 05:00:00", "last_response_code": 200, ``` {% endcode %}
deleted | Filter name | Data input type | Description | Usage | | ----------- | --------------- | ---------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | | `deleted` | Boolean | Marks record's public availability |

Use it to see employee records that are deleted or private.
Use the value true to include deleted/private profiles or false to exclude such profiles from your search.

Tip: Combine with other filters using relevant keywords.

| **Possible input values:** {% code title="true" %} ```json { "deleted": true } ``` {% endcode %} {% code title="false" %} ```json { "experience_deleted": false } ``` {% endcode %} **Example output:** {% code title="Deleted profile" %} ```json { "id": 963, "name": "John Doe", "first_name": "John", "last_name": "Doe", "title": "Partner at Example Company", "url": "https://www.proffesional_network.com/in/123456abc", "hash": "a10baabd001d10a0011cb01cabcda1a0", "location": "Greater Milwaukee Area", "industry": "Law Practice", "summary": "I specialize in commercial real estate and finance transactions.", "connections": "20", "recommendations_count": null, "logo_url": null, "last_response_code": 404, "created": "2016-07-01 14:00:00", "last_updated": "2023-09-01 08:00:00", "outdated": 0, "deleted": 1, "country": "United States", ``` {% endcode %}
country | Filter name | Data input type | Description | Usage | | ----------- | --------------- | ---------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | `country` | String | Country the employee is based in, parsed by us from the location value |

Use it to find employee records based on location.
Search based on the parsed location list.
Available operators:

| {% hint style="success" %} Use `"(first phrase) OR (second phrase)"` if you are searching for words in a phrase and want them to be interpreted together. {% endhint %} {% code title="country" %} ```json { "country": "(United Kingdom) OR Germany" } ``` {% endcode %} Possible input values can be found in general [Search filters](https://docs.coresignal.com/api-introduction/requests/search-filters#possible-input-values) topic.
inferred_skills | Filter name | Data input type | Description | Usage | | ----------------- | --------------- | ------------------------------------------------------------------ | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | `inferred_skills` | String | Lists employees' skills based on the descriptions from the profile |

Use it to find employee records based on relevant skills.
Available operators:

| {% hint style="success" %} You can use a part of the keyword with the operator `*`. In this case, you will see words that start with `py`. {% endhint %} **Example input:** {% code title="No operator" %} ```json { "inferred_skills": "python" } ``` {% endcode %} {% code title="OR operator" %} ```json { "inferred_skills": "(microsoft excel) OR (data processing)" } ``` {% endcode %} {% code title="AND operator" %} ```json { "inferred_skills": "python OR SQL" } ``` {% endcode %} {% hint style="success" %} Use `"(first phrase) OR (second phrase)"` if you are searching for words in a phrase and want them to be interpreted together. {% endhint %} **Example output:** {% code title="Example output" %} ```json "member_skills_collection": [ { "id": 111, "member_id": 2222, "skill_id": 333, "created": "2023-07-22 14:00:00", "last_updated": "2023-10-01 13:00:00", "deleted": 1, "member_skill_list": { "id": 444, "skill": "python", "hash": "23eeeb4347bdd26bfc6b7ee9a3b755dd", "created": "2023-08-22 14:00:00", "last_updated": "2023-09-22 14:00:00" } } ] ``` {% endcode %} *** {% hint style="info" %} Use `"\"{keyword}\""` format to find exact matches. {% endhint %} {% code title="Exact match" %} ```json { "inferred_skills": "\"microsoft excel\" OR SQL" } ``` {% endcode %}
certification_title | Filter name | Data input type | Description | Usage | | --------------------- | --------------- | ------------------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | `certification_title` | String | Employee's certifications |

Use it to find employee records based on held certifications.
Available operators:

| {% hint style="success" %} You can use a part of the keyword with the operator `*`. In this case, you will see words that start with `py` as, the certification name. {% endhint %} **Example input:** {% code title="No operator" %} ```json { "certification_title": "Data processing" } ``` {% endcode %} {% code title="AND operator" %} ```json { "certification_title": "Data processing AND Python" } ``` {% endcode %} {% code title="OR operator" %} ```json { "certification_title": "(Data processing) OR (Python development)" } ``` {% endcode %} {% hint style="success" %} Use `"(first phrase) OR (second phrase)"` if you are searching for words in a phrase and want them to be interpreted together. {% endhint %} **Example output:** {% code title="Example" %} ```json "member_certifications_collection": [ { "id": 123, "member_id": 456, "name": "Certified Data Specialist", "authority": "License 1123456-987", "url": "https://www.example.com/certificate/1123456-987/data-processing-specialist", "date_from": "September 2024", "date_to": null, "created": "2024-09-01 14:00:00", "last_updated": "2024-09-19 00:00:00", "deleted": 1 } ] ``` {% endcode %} *** {% hint style="info" %} Use `"\"{keyword}\""` format to find exact matches. {% endhint %} {% code title="Exact match" %} ```json { "certification_title": "\"Data processing\"" } ``` {% endcode %}
experience_title | Filter name | Data input type | Description | Usage | | ------------------ | --------------- | ---------------------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | `experience_title` | String | Job title in the experience record |

Use it to find employee records based on relevant work experience.
Available operators:

| {% hint style="success" %} You can use a part of the keyword with the operator `*`. In this case, you will see words that start with `py` as the experience title. {% endhint %} **Example input:** {% code title="No operator" %} ```json { "experience_title": "project manager" } ``` {% endcode %} {% code title="OR operator" %} ```json { "experience_title": "(project manager) OR sales" } ``` {% endcode %} {% code title="AND operator" %} ```json { "experience_title": "project manager AND sales" } ``` {% endcode %} {% hint style="success" %} Use `"(first phrase) OR (second phrase)"` if you are searching for words in a phrase and want them to be interpreted together. {% endhint %} **Example output:** {% code title="Example" %} ```json "member_experience_collection": [ { "id": 1000, "member_id": 1001, "title": "Front Office Executive", "location": null, "company_name": "Example Company", "company_url": "https://www.professional_network.com/company/example-company", "date_from": "March 2020", "date_to": "July 2020", "duration": "5 months", "description": "

As an admin posts.......

", "created": "2020-07-01 14:00:00", "last_updated": "2020-11-01 20:00:00", "deleted": 1, "order_in_profile": null, "company_id": 3000001 } ] ``` {% endcode %} *** {% hint style="info" %} Use `"\"{keyword}\""` format to find exact matches. {% endhint %} {% code title="Exact match" %} ```json { "experience_title": "\"project manager\"" } ``` {% endcode %}
experience_company_name | Filter name | Data input type | Description | Usage | | ------------------------- | --------------- | ----------------------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | `experience_company_name` | String | Current or previous workplace |

Use it to find employee records based on the relevant workplace.
Available operators:

| {% hint style="success" %} You can use phrases or words you want to see in the company name.\ For example, using `IT` will find all employee profiles with experience in a company using "IT" in their name. {% endhint %} **Example input:** {% code title="experience\_company\_name" %} ```json { "experience_company_name": "example" } ``` {% endcode %} {% code title="AND operator" %} ```json { "experience_company_name": "(example1) AND (example2)" } ``` {% endcode %} {% code title="OR operator" %} ```json { "experience_company_name": "(example1) OR (example2)" } ``` {% endcode %} {% hint style="success" %} Use `"(first_company) OR/AND (second_company)"` when including several company names in the query. {% endhint %} **Example output:** {% code title="Example" %} ```json "member_experience_collection": [ { "id": 1000, "member_id": 1001, "title": "Front Office Executive", "location": null, "company_name": "Example Company", "company_url": "https://www.professional_network.com/company/example-company", "date_from": "March 2020", "date_to": "July 2020", "duration": "5 months", "description": "

As an admin posts.......

", "created": "2020-07-01 14:00:00", "last_updated": "2020-11-01 20:00:00", "deleted": 1, "order_in_profile": null, "company_id": 3000001 } ] ``` {% endcode %}
experience_company_exact_name | Filter name | Data input type | Description | Usage | | ------------------------------- | --------------- | ----------------------------------------------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | `experience_company_exact_name` | String | Exact name of the current or previous workplace |

Use it to find employee records based on the relevant workplace.
The output value will match the provided company name (e.g., both Example and example will work for the filter).

| {% hint style="success" %} The filter returns an exact match with the input value. For example, if you input `M` as the value to look for, you get all employee profiles with a company named "M" listed on their profile. {% endhint %} {% code title="experience\_company\_exact\_name" %} ```json { "experience_company_exact_name": "Example" } ``` {% endcode %} **Example output:** {% code title="Example" %} ```json "member_experience_collection": [ { "id": 1000, "member_id": 1001, "title": "Front Office Executive", "location": null, "company_name": "Example Company", "company_url": "https://www.professional_network.com/company/example-company", "date_from": "March 2020", "date_to": "July 2020", "duration": "5 months", "description": "

As an admin posts.......

", "created": "2020-07-01 14:00:00", "last_updated": "2020-11-01 20:00:00", "deleted": 1, "order_in_profile": null, "company_id": 3000001 } ] ``` {% endcode %}
experience_company_website_url | Filter name | Data input type | Description | Usage | | -------------------------------- | --------------- | -------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | | `experience_company_website_url` | String | Website of the current or previous workplace |

Use it to find employee records based on the relevant workplace.
Possible URL formats:

[www.example.com](http://www.example.com)

.

| **Example input:** {% code title="https" %} ```json { "experience_company_website_url": "https://www.example.com" } ``` {% endcode %} {% code title="www" %} ```json { "experience_company_website_url": "www.example.com" } ``` {% endcode %} **Example output:** {% code title="Example" %} ```json "member_experience_collection": [ { "id": 1000, "member_id": 1001, "title": "Front Office Executive", "location": null, "company_name": "Example Company", "company_url": "https://www.professional_network.com/company/example-company", "date_from": "March 2020", "date_to": "July 2020", "duration": "5 months", "description": "

As an admin posts.......

", "created": "2020-07-01 14:00:00", "last_updated": "2020-11-01 20:00:00", "deleted": 1, "order_in_profile": null, "company_id": 3000001 } ] ``` {% endcode %}
experience_company_website_exact_url | Filter name | Data input type | Description | Usage | | -------------------------------------- | --------------- | ------------------------------------------------------ | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | | `experience_company_website_exact_url` | String | The exact website of the current or previous workplace |

Use it to find employee records based on the relevant workplace.
Possible URL formats:

[www.example.com](http://www.example.com)

.

| **Example input:** {% code title="experience\_company\_website\_exact\_url" %} ```json { "experience_company_website_exact_url": "https://www.example.com" } ``` {% endcode %} **Example output:** {% code title="Example" %} ```json "member_experience_collection": [ { "id": 1000, "member_id": 1001, "title": "Front Office Executive", "location": null, "company_name": "Example Company", "company_url": "https://www.professional_network.com/company/example-company", "date_from": "March 2020", "date_to": "July 2020", "duration": "5 months", "description": "

As an admin posts.......

", "created": "2020-07-01 14:00:00", "last_updated": "2020-11-01 20:00:00", "deleted": 1, "order_in_profile": null, "company_id": 3000001 } ] ``` {% endcode %}
experience_company_professional_network_url | Filter name | Data input type | Description | Usage | | --------------------------------------------- | --------------- | ----------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | `experience_company_professional_network_url` | String | Professional network profile of the current or previous workplace |

Use to find employee records based on the relevant workplace.

Note: only the Professional network company profile URL or shorthand name is accepted.

| **Example input:** {% code title="URL" %} ```json { "experience_company_professional_network_url": "https://www.professional_network.com/company/example-company" } ``` {% endcode %} {% code title="Shorthand name" %} ```json { "experience_company_professional_network_url": "example-company" } ``` {% endcode %} **Example output**: {% code title="Example" %} ```json "member_experience_collection": [ { "id": 123456789, "member_id": 987654321, "title": "Waitress", "location": "NY, USA", "company_name": "Example Comapny", "company_url": "https://www.professional_network.com/company/example-company", "date_from": "September 2019", "date_to": "November 2019", "duration": "3 months", "description": "

Receiving phone call, know food allergies, serve customer, and working independently during the busy hours.

", "created": "2019-11-01 11:00:00", "last_updated": "2020-06-01 00:00:00", "deleted": 1, "order_in_profile": null, "company_id": 01234567 } ] ``` {% endcode %}
experience_company_industry | Filter name | Data input type | Description | Usage | | ----------------------------- | --------------- | ------------------ | -------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | `experience_company_industry` | String | Workplace industry |

Search based on the available list of industries.
Available operators:

| {% hint style="success" %} Use `"(first phrase) OR (second phrase)"` if you are searching for words in a phrase and want them to be interpreted together. {% endhint %} Possible input values for `industry` can be found in general [Search filters](https://docs.coresignal.com/api-introduction/requests/search-filters#possible-input-values) topic.
experience_company_size | Filter name | Data input type | Description | Usage | | ------------------------- | --------------- | ----------------------------------------------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | `experience_company_size` | String |

Workplace's headcount
(previous or current)

|

Find employee records based on the headcount of the current/previous workplace.
Available operators:

| {% hint style="success" %} Use `"(size) OR (size)"` if you are searching for words in a phrase and want them to be interpreted together. {% endhint %} {% code title="OR operator" %} ```json { "experience_company_size": "(11-50 employees) OR (1 employee)" } ``` {% endcode %} Possible input values for `size` can be found in general [Search filters](https://docs.coresignal.com/api-introduction/requests/search-filters#possible-input-values) topic.
experience_company_employees_count_gte | Filter name | Data input type | Description | Usage | | ---------------------------------------- | --------------- | --------------------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------- | | `experience_company_employees_count_gte` | Integer | Workplace's headcount |

Find employee records based on the headcount in the current or previous workplace.
The output value will be greater than or equal to the input value.

| **Example input:** {% code title="experience\_company\_employees\_count\_gte" %} ```json { "experience_company_employees_count_gte": 100 } ``` {% endcode %} **Example output:** {% code title="Member experience" %} ```json "member_experience_collection": [ { "id": 1000, "member_id": 1001, "title": "Front Office Executive", "location": null, "company_name": "Example Company", "company_url": "https://www.professional_network.com/company/example-company", "date_from": "March 2020", "date_to": "July 2020", "duration": "5 months", "description": "

As an admin posts.......

", "created": "2020-07-01 14:00:00", "last_updated": "2020-11-01 20:00:00", "deleted": 1, "order_in_profile": null, "company_id": 3000001 } ] ``` {% endcode %}
experience_company_employees_count_lte | Filter name | Data input type | Description | Usage | | ---------------------------------------- | --------------- | --------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------ | | `experience_company_employees_count_lte` | Integer | Workplace's headcount |

Find employee records based on the headcount in the current or previous workplace.
The output value will be less than or equal to the input value.

| **Example input:** {% code title="experience\_company\_employees\_count\_lte" %} ```json { "experience_company_employees_count_lte": 200 } ``` {% endcode %} **Example output:** {% code title="Member experience" %} ```json "member_experience_collection": [ { "id": 1000, "member_id": 1001, "title": "Front Office Executive", "location": null, "company_name": "Example Company", "company_url": "https://www.professional_network.com/company/example-company", "date_from": "March 2020", "date_to": "July 2020", "duration": "5 months", "description": "

As an admin posts.......

", "created": "2020-07-01 14:00:00", "last_updated": "2020-11-01 20:00:00", "deleted": 1, "order_in_profile": null, "company_id": 3000001 } ] ``` {% endcode %}
experience_date_from | Filter name | Data input type | Description | Usage | | ---------------------- | --------------- | ------------------------------------------------------------------------------------------------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | `experience_date_from` | String |

Employment start date
Appears if
active\_experience
is TRUE.

|

Use it to find employee records based on employment start date/duration.
Use the month yyyy or yyyy date format.
The output value will be greater than or equal to the input value.

| {% hint style="success" %} If you prefer to see the `date_from` field as **null** in the profile data, use the value `1000` with the filter.\ Alternatively, if you want the field to be`!=null` and don't have a date requirement, use the value `1001` with the filter. {% endhint %} **Example input:** {% code title="date format: yyyy" %} ```json { "experience_date_from": "2018" } ``` {% endcode %} {% code title="date format: month yyyy" %} ```json { "experience_date_from": "January 2018" } ``` {% endcode %} **Example output:** {% code title="Example" %} ```json "member_experience_collection": [ { "id": 100, "member_id": 200, "title": "Commercial Manager", "location": null, "company_name": "Example Company", "company_url": "https://www.professional_network.com/company/example-company", "date_from": "2018", "date_to": "2021", "duration": "3 years", "description": null, "created": "2018-07-01 14:00:00", "last_updated": "2018-06-01 00:00:00", "deleted": 1, "order_in_profile": null, "company_id": 2222222 } ] ``` {% endcode %}
experience_date_to | Filter name | Data input type | Description | Usage | | -------------------- | --------------- | ------------------------------------------------------------------------------------------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | `experience_date_to` | String |

Employment end date
Appears if active\_experience
is TRUE.

|

Use it to find employee records based on employment end date/duration.
Use the month yyyy or yyyydate format.
The output value will be less than or equal to the input value.

| {% hint style="success" %} If you prefer to see the `date_to` field as **null** in the profile data, use the value `1000` with the filter.\ Alternatively, if you want the field to be `!=null` and don't have a date requirement, use the value `1001` with the filter. {% endhint %} **Example input:** {% code title="date format: yyyy" %} ```json { "experience_date_to": "2021" } ``` {% endcode %} {% code title="date format: month yyyy" %} ```json { "experience_date_from": "January 2021" } ``` {% endcode %} **Example output:** {% code title="Example" %} ```json "member_experience_collection": [ { "id": 987654, "member_id": 20, "title": "Technical support Associate", "location": null, "company_name": "Example Company", "company_url": "https://www.professional_network.com/company/example-company", "date_from": "February 2019", "date_to": "July 2020", "duration": "1 year 6 months", "description": "

I worked @ Example Company as Technical solution associate for a period of 18 Months.

", "created": "2019-06-01 08:00:00", "last_updated": "2019-07-01 08:00:00", "deleted": 1, "order_in_profile": null, "company_id": 7035141 } ] ``` {% endcode %}
experience_description | Filter name | Data input type | Description | Usage | | ------------------------ | --------------- | ---------------------------------------------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | `experience_description` | String | Keywords visible in the experience description |

Use it to find employee records using relevant keywords.
Available operators:

| **Example input:** {% code title="No operator" %} ```json { "experience_description": "python" } ``` {% endcode %} {% code title="OR operator" %} ```json { "experience_description": "python OR SQL" } ``` {% endcode %} {% code title="AND operator" %} ```json { "experience_description": "python AND SQL" } ``` {% endcode %} **Example output:** {% code title="Example" %} ```json "member_experience_collection": [ { "id": 624862486, "member_id": 624, "title": "Computational Scientist", "location": "CA, USA", "company_name": "Example Company", "company_url": "https://www.professional_network.com/company/example-company", "date_from": "September 2021", "date_to": null, "duration": null, "description": "Computational scientist in the Computational Science group in Data Analytics at Example Company.\n\Currently favorite tools: Microsoft Power Platforms, Python and R", "created": "2021-10-06 06:37:18", "last_updated": "2022-11-21 13:03:52", "deleted": 0, "order_in_profile": 1, "company_id": 3020104 } ] ``` {% endcode %}
experience_deleted | Filter name | Data input type | Description | Usage | | -------------------- | --------------- | ---------------------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | `experience_deleted` | Boolean | Marks record's public availability |

Use it to see experience records that are deleted or private.
Use the value true to include deleted/private records or false to exclude such records from your search.

Tip: combine it with other experience filters to search for relevant records.

| **Example input:** {% code title="true" %} ```json { "experience_deleted": true } ``` {% endcode %} {% code title="false" %} ```json { "experience_deleted": false } ``` {% endcode %} **Example output:** {% code title="Example" %} ```json "member_experience_collection": [ { "id": 147, "member_id": 147258, "title": "Technical expert", "location": null, "company_name": "Example Company", "company_url": "https://www.professional_network.com/company/example-company", "date_from": null, "date_to": null, "duration": null, "description": null, "created": "2019-07-01 14:00:00", "last_updated": "2022-05-01 16:00:00", "deleted": 1, "order_in_profile": null, "company_id": 10203040 } ] ``` {% endcode %}
experience_company_id | Filter name | Data input type | Description | Usage | | ----------------------- | --------------- | ------------------------------------------ | ----------------------------------------------------------------------------------------------------------------------------------------------- | | `experience_company_id` | Integer | Company identification key in our database |

Use it to find employee records based on relevant workplaces.
Use the acquired company IDs to match companies with employee profiles.

| **Example input:** {% code title="experience\_company\_id" %} ```json { "experience_company_id": 456 } ``` {% endcode %} **Example output:** {% code title="Example" %} ```json "member_experience_collection": [ { "id": 654321987, "member_id": 45601230, "title": "Network Engineer", "location": "Greater New York City Area", "company_name": "Example Consulting", "company_url": "https://www.professional_network.com/company/example-consulting", "date_from": "June 2018", "date_to": "July 2023", "duration": "5 years 2 months", "description": null, "created": "2018-06-27 01:00:00", "last_updated": "2023-07-09 12:00:00", "deleted": 0, "order_in_profile": 3, "company_id": 147258 } ] ``` {% endcode %}
active_experience | Filter name | Data input type | Description | Usage | | ------------------- | --------------- | ---------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | | `active_experience` | Boolean | Marks if the person is currently working |

Use it to find current employees.
Note: only true value is usable with the filter.

Tip: combine it with other experience filters to search for relevant records.

| **Example input:** {% code title="active\_experience" %} ```json { "active_experience": true } ``` {% endcode %} **Example output:** {% code title="Example" %} ```json "member_experience_collection": [ { "id": 1234567890, "member_id": 123, "title": "Senior Software Engineer", "location": "NY, USA", "company_name": "Example", "company_url": "https://www.professional_network.com/company/example-company", "date_from": "August 2022", "date_to": null, "duration": null, "description": null, "created": "2022-09-01 12:00:00", "last_updated": "2023-05-01 07:00:00", "deleted": 0, "order_in_profile": 1, "company_id": 987654 } ] ``` {% endcode %}
keyword | Filter name | Data input type | Description | Usage | | ----------- | --------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | `keyword` | String |

Keywords in different profile sections.
Fields included in search: summary; industry; skill; experience\_title; experience\_description

|

Use the find employee profiles that contain relevant keywords.
Available operators:

| **Example input:** {% code title="No operator" %} ```json { "keyword": "python" } ``` {% endcode %} {% code title="OR operator" %} ```json { "keyword": "python OR (software development)" } ``` {% endcode %} {% code title="AND operator" %} ```json { "keyword": "python AND SQL" } ``` {% endcode %} {% hint style="success" %} Use `"(first phrase) OR (second phrase)"` if you are searching for words in a phrase and want them to be interpreted together. {% endhint %} **Example output:** {% code title="Summary" overflow="wrap" %} ```json "summary": "Engineering Team Leader for Test Team working on the Engine Controllers for Example Corp." ``` {% endcode %} *** {% hint style="info" %} Use `"\"{keyword}\""` format to find exact matches. {% endhint %} {% code title="Exact match" %} ```json { "keyword": "\"python\"" } ``` {% endcode %}
education_institution_name | Filter name | Data input type | Description | Usage | | ---------------------------- | --------------- | ------------------------------------------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | `education_institution_name` | String | Education institution listed on the employee's profile. |

Use to find employee records according to their education.
Available operators:

| **Example input:** {% code title="education\_institution\_name" %} ```json { "education_institution_name": "it*" } ``` {% endcode %} {% code title="OR operator" %} ```json { "education_institution_name": "example1 OR (example2 university)" } ``` {% endcode %} {% code title="AND operator" %} ```json { "education_institution_name": "example1 AND example2 university" } ``` {% endcode %} {% hint style="success" %} Use `"(first phrase) OR (second phrase)"` if you are searching for words in a phrase and want them to be interpreted together. {% endhint %} **Example output:** {% code title="Example" %} ```json "member_education_collection": [ { "id": 101, "member_id": 1001, "title": "Example University", "subtitle": "Bachelor of Technology", "date_from": "2019", "date_to": "2023", "activities_and_societies": null, "description": null, "created": "2019-08-22 14:00:00", "last_updated": "2023-12-12 09:00:00", "deleted": 0, "school_url": null } ], ``` {% endcode %}
education_institution_exact_name | Filter name | Data input type | Description | Usage | | ---------------------------------- | --------------- | ---------------------------------------------------------------------------- | -------------------------------------------------------------------------------------------------------------------------------- | | `education_institution_exact_name` | String | The exact name of the education institution listed on the employee's profile | Use to find employee records according to their education. `Exact name` = the institution name listed on the employee's profile. | **Example input:** {% code title="education\_instution\_exact\_name" %} ```json { "education_institution_exact_name": "Example University" } ``` {% endcode %} **Example output:** {% code title="Example" %} ```json "member_education_collection": [ { "id": 123456789, "member_id": 98765, "title": "Example University", "subtitle": "Innovation Program", "date_from": "2024", "date_to": "2024", "activities_and_societies": null, "description": null, "created": "2024-03-01 15:00:00", "last_updated": "2024-10-01 22:00:00", "deleted": 1, "school_url": null } ] ``` {% endcode %}
education_program_name | Filter name | Data input type | Description | Usage | | ------------------------ | --------------- | ------------------------------------------ | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | `education_program_name` | String | Study program the employee was enrolled in |

Use it to find employee records based on study programs.
The full program name is not required - the filter will match the records that include the required word or phrase (e.g., it).
Available operators:

| **Example input:** {% code title="education\_program\_name" %} ```json { "education_program_name": "it" } ``` {% endcode %} {% code title="OR operator" %} ```json { "education_program_name": "(applied sciences) OR (computer science)" } ``` {% endcode %} {% code title="AND operator" %} ```json { "education_program_name": "applied sciences AND computer science" } ``` {% endcode %} {% hint style="success" %} Use `"(first phrase) OR (second phrase)"` if you are searching for words in a phrase and want them to be interpreted together. {% endhint %} **Example output:** {% code title="Example " %} ```json "member_education_collection": [ { "id": 100, "member_id": 12345, "title": "Example University", "subtitle": "Bachelor's Degree, IT, Distinction", "date_from": "2017", "date_to": "2023", "activities_and_societies": null, "description": null, "created": "2017-09-01 14:00:00", "last_updated": "2023-08-01 03:00:00", "deleted": 1, "school_url": null } ] ``` {% endcode %} *** {% hint style="info" %} Use `"\"{keyword}\""` format to find exact matches. {% endhint %} {% code title="Exact match" %} ```json { "keyword": "\"applied sciences\"" } ``` {% endcode %}
education_description | Filter name | Data input type | Description | Usage | | ----------------------- | --------------- | -------------------------------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | `education_description` | String | Education experience description |

Use it to find employee records with relevant education.
Available operators:

| {% hint style="success" %} The keyword will be matched in the data. For example, if you input `py` you will get results where `py` is present in the education description but not `Python`. {% endhint %} **Example input:** {% code title="No operator" %} ```json { "education_description": "python" } ``` {% endcode %} {% code title="AND operator" %} ```json { "education_description": "python AND SQL" } ``` {% endcode %} {% code title="OR operator" %} ```json { "education_description": "python OR (software engineering)" } ``` {% endcode %} **Example output:** {% code title="Example" %} ```json "member_education_collection": [ { "id": 123456789, "member_id": 987654, "title": "Portfolio Management", "subtitle": "Trading", "date_from": "2023", "date_to": null, "activities_and_societies": "

\n Activities and Societies: Traded personal portfolio using a mixture of ETF, Futures and Options with positions gaining 128%+ Adj Gain and 13%+ on overall portfolio.\n

", "description": "

\n Income, Options and Commodities spaces with functional design based on structuring trades, systemic risk and executing positions according to valuations based on quantitative models in Excel & Python\n

", "created": "2023-11-01 23:00:00", "last_updated": "2024-10-01 04:00:00", "deleted": 1, "school_url": null } ] ``` {% endcode %}
education_date_from | Filter name | Data input type | Description | Usage | | --------------------- | --------------- | -------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | `education_date_from` | String | Enrolment date |

Use it to find employee records based on the education start date/duration.
Use the month yyyy or yyyy date format.
The output value will be greater than or equal to the input value.

| {% hint style="info" %} If you prefer to see the `date_from` field as **null** in the profile data, use the value `1000` with the filter.\ Alternatively, if you want the field to be`!=null` and don't have a date requirement, use the value `1001` with the filter. {% endhint %} **Example input:** {% code title="format: yyyy" %} ```json { "education_date_from": "2018" } ``` {% endcode %} {% code title="format: month yyyy" %} ```json { "education_date_from": "January 2018" } ``` {% endcode %} **Example output:** {% code title="Example" %} ```json "member_education_collection": [ { "id": 10, "member_id": 123, "title": "Example english school", "subtitle": "Exciting knowledge in Electronics", "date_from": "2018", "date_to": "2022", "activities_and_societies": null, "description": null, "created": "2018-09-01 14:00:00", "last_updated": "2022-09-09 16:00:00", "deleted": 1, "school_url": null } ] ``` {% endcode %}
education_date_to | Filter name | Data input type | Description | Usage | | ------------------- | --------------- | --------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | | `education_date_to` | String | Graduation date |

Use it to find employee records based on the education end date/duration.
Use the month yyyy or yyyy date format.
The output value will be less than or equal to the input value.

| {% hint style="success" %} If you prefer to see the `date_from` field as **null** in the profile data, use the value `1000` with the filter.\ Alternatively, if you want the field to be `!=null` and don't have a date requirement, use the value `1001` with the filter. {% endhint %} **Example input:** {% code title="date format: yyyy" %} ```json { "education_date_to": "2022" } ``` {% endcode %} {% code title="date format: month yyyy" %} ```json { "education_date_to": "January 2022" } ``` {% endcode %} **Example output:** {% code title="Example" %} ```json "member_education_collection": [ { "id": 10, "member_id": 123, "title": "Example english school", "subtitle": "Exciting knowledge in Electronics", "date_from": "2018", "date_to": "2022", "activities_and_societies": null, "description": null, "created": "2018-09-01 14:00:00", "last_updated": "2022-09-09 16:00:00", "deleted": 1, "school_url": null } ] ``` {% endcode %}
education_institution_professional_network_url | Filter name | Data input type | Description | Example | | ------------------------------------------------ | --------------- | ----------------------------------------- | ------------------------------------------------------------- | | `education_institution_professional_network_url` | String | School's Professional network profile URL | Use it to find employee records according to their education. | **Example input:** {% code title="education\_institution\_professional\_network\_url" overflow="wrap" %} ```json { "education_institution_professional_network_url": "https://www.professional_network.com/school/example-university/" } ``` {% endcode %} **Example output:** {% code title="Example" %} ```json "member_education_collection": [ { "id": 123123123, "member_id": 010101, "title": "Example University", "subtitle": "Workshop in Leadership", "date_from": "2024", "date_to": null, "activities_and_societies": null, "description": null, "created": "2024-09-01 12:00:00", "last_updated": "2024-09-24 23:00:00", "deleted": 1, "school_url": "https://www.professional_network.com/school/example-university/" } ] ``` {% endcode %}