Increase coverage of new startups
The current company dataset only includes a small number of companies founded in 2021 and 2022
API endpoint (or other mechanism) to return similar companies to an input company
Create a persistent company ID
The id field in the Company Schema indicates it is non-persistent. Creating a persistent PDL company id will allow for more accurate, targeted ETL during data refreshes as well as trusted analysis across the dataset.
Attributes for "willingness to switch jobs"
Fields and metadata that would be helpful in predicting an individual's willingness to change roles or companies
Create ID Changelog for Company Data
Have ability to view whether companies added, updated, etc for each release i.e. an ID Changelog for company data.
Add a raw company name field that includes the most common capitalization format for that company name, such as AIdentified.
Increase coverage of "founded" field
There are currently ~4MM US companies that have a null "founded" field. We would like to be able to use the founded field to identify companies in our dataset that have been founded within the last year.