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June 2026

Base Employee Data

Adding new fields

Adding new timestamp fields for data processing or availability status. You can use processed_at field to filter by exact delivery date or to track platform-level processing events.

Data field
Description
Data type

processed_at

Exposes when data was processed on our side (reparsing, reloads, data quality fixes). Aligned to the delivery date – one day ahead of updated_at.

Timestamp

experience[].deleted_at

Indicates when an experience record was no longer available on the profile

Timestamp

education[].deleted_at

Indicates when an education record was no longer available on the profile

Timestamp

You can continue using updated_at as your primary filter for daily ingestion – no changes needed on your end. If you need to filter by the exact delivery date or track platform-level processing events, use processed_at field.

Clean Employee Data

Adding new fields

Adding new data fields.

Data field
Description
Data type

processed_at

Exposes when data was processed on our side – including reparsing events, reloads triggered by data quality fixes, and other operational changes

Timestamp

member_education[].institution_id

Internal institution identifier for education records

Long

Multi-source Employee Data

Adding new fields

Adding new data fields.

Data field
Description
Data type

processed_at

Exposes when data was processed on our side – including reparsing events, reloads triggered by data quality fixes, and other operational changes

Timestamp

education[].institution_id

Internal institution identifier for education records

Long

Base Company Data

Updated schema

We are introducing an updated Base Company data schema. It contains multiple added, changed and removed data fields.

Added fields

Listed new fields for new Base Company data schema.

Data field
Description
Data type

shorthand_names

Array of historical shorthand name strings

Array of structs

shorthand_names[].shorthand_name

A list of all historical company shorthand names that were captured

String

tagline

Short company tagline; distinct from description

String

other_investors

Count of investors not listed in featured_investors

Integer

affiliated_pages[].name

Display name of the affiliated company

String

affiliated_pages[].location

Single-string location label

String

affiliated_pages[].industry

Industry of the affiliated company

String

affiliated_pages[].order_in_profile

Position of this entry in profile

Integer

featured_employees[].full_name

Employee's full name

String

featured_employees[].headline

Professional network headline (title/role summary)

String

featured_employees[].order_in_profile

Position of this entry in profile

Integer

featured_employees[].order_in_profile

Position of this entry in profile

Integer

locations[].country

Full country name

String

locations[].country_iso_2

ISO 3166-1 alpha-2 country code

String

locations[].country_iso_3

ISO 3166-1 alpha-3 country code

String

locations[].regions

Array of region strings

String

locations[].state

State or province

String

locations[].city

City

String

locations[].street

Street name and number

String

locations[].apartment

Suite, floor, or unit number

String

locations[].zip_code

Postal code

String

locations[].order_in_profile

Position of this entry in profile

Integer

headquarters_location

Structured headquarters location breakdown

Struct

headquarters_location.address

Full company address

String

headquarters_location.country

Headquarters country

String

headquarters_location.state

State / province

String

headquarters_location.country_iso_2

ISO 2-letter country code

String

headquarters_location.country_iso_3

ISO 3-letter country code

String

headquarters_location.regions

Region information

Array of structs

headquarters_location.regions[].region

Location region

String

similar_pages[].name

Display name of the similar company

String

similar_pages[].industry

Industry of the similar company

String

similar_pages[].location

Single-string location label as shown

String

similar_pages[].order_in_profile

Position of this entry in profile

Integer

updates[].logo_url

Logo URL of the post author

String

updates[].image_url

Primary image attached to the post

String

updates[].article_images

Array of additional image URLs in the post

Array of strings

updates[].article_video

Struct containing video attachment details: url, image_url, type, captions, urn

Struct

updates[].article_document

Struct containing document attachment details: title, cover_pages[]

Struct

updates[].hashtags

Array of hashtag strings extracted from the post body

Array of strings

updates[].mentions

Array of structs for mentioned entities: company_name, member_name, url

Array of structs

updates[].url

Direct URL to the post

String

updates[].name

Article title if the post links an article, or reposter display name for reshares

String

updates[].reshared_post

Restructured from 7 flat top-level fields into a single nested struct

Struct

updates[].reshared_post.urn

URN of the original reshared post

String

updates[].reshared_post.logo_url

Logo URL of the original post author

String

updates[].reshared_post.image_url

Primary image attached to the original post

String

updates[].reshared_post.article_images

Array of additional image URLs in the original post

Array of strings

updates[].reshared_post.article_video

Video attachment struct of the original post: url, image_url, type, captions, urn

Struct

updates[].reshared_post.article_document

Document attachment struct of the original post: title, cover_pages[]

Struct

updates[].reshared_post.hashtags

Array of hashtag strings extracted from the original post body

Array of strings

updates[].reshared_post.mentions

Array of mentioned entity structs in the original post: company_name, member_name, url

Array of structs

updates[].reshared_post.reaction_count

Reaction count on the original post

Integer

updates[].reshared_post.comment_count

Comment count on the original post

Integer

updates[].order_in_profile

Position of this entry in profile

Integer

Changed fields

Multiple fields had different naming, placement or data type, learn more below.

New schema field
Description

id

Type changed to integer

source_id

Type changed from long to string

financial_website_url

Renamed and flattened to top-level string from company_financial_website_info_collection[].financial_website_url

shorthand_name

Renamed from company_shorthand_name

employees_count

Type changed to integer

followers

Type changed to integer

founded

Type changed to integer

specialties

Flattened to array of strings from company_specialties_collection[].specialty

deleted

Type changed to integer

headquarters

Renamed from headquarters_new_address; use headquarters_location for structured address fields

created_at

Renamed from created and changed data type to timestamp

updated_at

Renamed from last_updated and changed data type is timestamp

affiliated_pages

Renamed from company_affiliated_collection

affiliated_pages[].id

Type changed to string

affiliated_pages[].url

Renamed from affiliated_company_url

affiliated_pages[].created_at

Renamed from created

affiliated_pages[].updated_at

Renamed from last_updated

featured_employees

Renamed from company_featured_employees_collection

featured_employees[].id

Type changed to string

featured_employees[].profile_url

Renamed from url

featured_employees[].created_at

Renamed from created

featured_employees[].updated_at

Renamed from last_updated

featured_investors

Renamed from company_featured_investors_collection

featured_investors[].id

Type changed to string

featured_investors[].name

Flattened from nested company_investors_list.name struct

featured_investors[].financial_website_url

Flattened from nested struct and renamed from company_investors_list.financial_website_url

featured_investors[].created_at

Renamed from created

featured_investors[].updated_at

Renamed from last_updated

funding_rounds

Renamed from company_funding_rounds_collection

funding_rounds.last_round_url

Renamed from financial_website_url

locations

Renamed from company_locations_collection

locations[].id

Type changed to string

locations[].address

Renamed from location_address

locations[].created_at

Renamed from created

locations[].updated_at

Renamed from last_updated

similar_pages

Renamed from company_similar_collection

similar_pages[].id

Type changed from long to string

similar_pages[].created_at

Renamed from created

similar_pages[].updated_at

Renamed from last_updated

updates

Renamed from company_updates_collection

updates[].id

Type changed to string

updates[].article_body

Renamed from description

updates[].reaction_count

Renamed from reactions_count; note plural removed

updates[].comment_count

Renamed from comments_count; note plural removed

updates[].reshared_post.article_body

Renamed from reshared_post_description and moved into reshared_post struct

updates[].reshared_post.date_published

Renamed from reshared_post_date and moved into reshared_post struct

updates[].reshared_post.author_name

Renamed from reshared_post_author and moved into reshared_post struct

updates[].reshared_post.author_profile_url

Renamed from reshared_post_author_url and moved into reshared_post struct

updates[].reshared_post.author_headline

reshared_post_author_headline moved into reshared_post struct

updates[].created_at

Renamed from the post publish date field

updates[].updated_at

Renamed from last_updated

Removed fields

Listed fields that are no longer available.

Data field
Notes

hash

canonical_hash

company_shorthand_name_hash

canonical_shorthand_name_hash

last_response_code

last_updated_ux

headquarters_city

Find location information in locations[]

headquarters_country

Find location information in headquarters_locations

headquarters_state

Find location information in headquarters_locations

headquarters_street1

Find location information in locations[]

headquarters_street2

Find location information in locations[]

headquarters_zip

Find location information in locations[]

headquarters_country_restored

headquarters_country_parsed

company_affiliated_collection

Replaced by affiliated_pages[]

company_also_viewed_collection

company_financial_website_info_collection

company_featured_employees_collection

Replaced by featured_employees[]

company_featured_investors_collection

Replaced by featured_investors[]

company_funding_rounds_collection

Replaced by funding_rounds

company_locations_collection

Replaced by funding_rounds

company_similar_collection

Replaced by similar_pages[]

company_specialties_collection

company_stock_info_collection

company_updates_collection

Replaced by updates[]

company_id (all nested)

investor_id, round_id

company_updates_collection[].followers

Adding new fields

We are adding new fields to expand company headquarters information.

Data field
Description
Data type

headquarters_location.street

Street address of the company headquarters

String

headquarters_location.apartment

Apartment number of the company headquarters

String

headquarters_location.suite

Suite of the company headquarters

String

headquarters_location.zip_code

ZIP / postal code of the company headquarters

String

Clean Company Data

Data fields changes

Clean Company data is migrating to use the updated Base Company data structure as its source. As part of this transition, two fields will no longer contain data and will be removed across upcoming August dump.

Data field
From June 15th
August dump

company_ticker

No longer populated. The field remains present in the schema but will consistently return null or empty values.

Field removed from the schema. Breaking: Remove all dependencies on this field before the August dump.

company_exchange

No longer populated. The field remains present in the schema but will consistently return null or empty values.

Field removed from the schema. Breaking: Remove all dependencies on this field before the August dump.

Base Employee API

Adding new fields

Adding new timestamp fields for data processing or availability status. You can use processed_at field to filter by exact delivery date or to track platform-level processing events.

Data field
Description
Data type

processed_at

Exposes when data was processed on our side (reparsing, reloads, data quality fixes). Aligned to the delivery date – one day ahead of updated_at.

Timestamp

experience[].deleted_at

Indicates when an experience record was no longer available on the profile

Timestamp

education[].deleted_at

Indicates when an education record was no longer available on the profile

Timestamp

You can continue using updated_at as your primary filter for daily ingestion – no changes needed on your end. If you need to filter by the exact delivery date or track platform-level processing events, use processed_at field.

Search filters update

Size search filters now use exact matching

Queries against company size fields previously used fuzzy search. They now require an exact match against the allowed value set. Queries that previously returned inflated result counts will return accurate results.

Impacted search filters

Entity
Search filter name

Base Company API

size

Base Employee API

experience_company_size

Last updated

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