Benchmark AI talent density and hiring across an industry
Publish an index of AI capability by company (e.g. banks) from talent counts, moves and hiring.
- Free API key
- No credit card
- Run your sample
A selection of teams that run this job on Forager · plus other teams on Forager
What it costs: Charged per request: credit pricing.
- People data feed
- Company data feed
- Job postings feed
- Data feed
- Feed licensee
- Financial services & fintech
How the data flows
- ai hiring velocity
- San Francisco, CA
- name
- Jane Example
- title
- Head of Research
- mobile
- +1 (415) 555-0142
- work email
- jane@exampleinsights.example
- company
- Example Insights
Steps
- Classify AI roles in
people_feedby title and skills - Compute AI talent per company normalised by headcount from
company_feed - Add AI hiring velocity and talent moves from
job_postings_feedandpeople_feedchanges - Publish ranked benchmarks and competitor deltas
Inputs and outputs
| Inputs | Outputs |
|---|---|
| company universe | AI talent density |
| AI role taxonomy | AI hiring velocity |
| feeds | talent inflow/outflow |
index rank |
Questions about this recipe
How can I measure how much AI talent a company has compared with peers?
Compute AI talent per company normalised by headcount from company_feed. Add AI hiring velocity and talent moves from job_postings_feed and people_feed changes.
What does it cost to benchmark AI talent density and hiring across an industry?
People data feed is a flat annual licence, global or regional, not priced in credits. Self-serve plans are Starter, Growth, Pro and Scale. See plans and prices
What do I need to run this recipe, and what comes back?
You send AI role taxonomy, company universe and feeds. You get back AI hiring velocity, AI talent density, index rank and talent inflow/outflow, as JSON. You also need a Forager API key, which comes with a free account.
What data shows which banks are hiring the most AI talent?
You send company universe, AI role taxonomy and feeds. You get back AI talent density, AI hiring velocity, talent inflow/outflow and index rank. Bank and enterprise AI leaders see where they lag peers and strategy teams spot competitor AI investment early.
Is there a free way to try Forager on this workflow?
Yes. Request a sample extract of the people data feed on a 30-minute call and check the fields against your own records before you license it.
When should I run this workflow?
When a research firm updates its quarterly AI-readiness index. Bank and enterprise AI leaders see where they lag peers and strategy teams spot competitor AI investment early.
Which Forager products does this recipe use?
People data feed, company data feed and job postings feed. People data feed: a licensed file of 800M+ professional profiles, refreshed on a schedule and delivered to Snowflake or S3. Company data feed: a licensed file of 65M+ company profiles and firmographics, delivered to Snowflake or S3 on a schedule.
How accurate is Forager data?
The test that counts is your own: send a list of profiles you care about. We run it and show you what we find, number by number, so you can measure hit rate and connect rate yourself.
How do I track competitor AI hiring?
Add AI hiring velocity and talent moves from job_postings_feed and people_feed changes. Publish ranked benchmarks and competitor deltas.
Which tools can run this workflow?
Delivered as a data share to Snowflake, Databricks and Amazon S3. Or call the endpoints in the steps above from your own code with one API key.
How many steps is this workflow?
4 steps: classify AI roles in people_feed by title and skills, compute AI talent per company normalised by headcount from company_feed, add AI hiring velocity and talent moves from job_postings_feed and people_feed changes and publish ranked benchmarks and competitor deltas.
Is there a contract or minimum commitment?
Data feeds are licensed on an annual agreement, with the term, volume and refresh schedule written into it. There are no self-serve plans for feeds.
Written answers are not available right now. The matching pages above still help, or book a demo and ask the team.
- $5 free credits
- No credit card
- Run your sample
A selection of teams that run this job on Forager · plus other teams on ForagerA selection of teams using Forager
-
Clay - GTM workflow builders
Selected use case: Forager mobile numbers, emails and people data inside Clay tables.
-
Juicebox - AI candidate sourcing
Selected use case: Forager data behind its PeopleGPT search and sourcing agents.
-
QuruAI - VC & PE research
Expert-research platform that matches a research thesis to operators and practitioners for AI-led interviews.
-
Andela - Customer
Selected use case: Forager data for the go-to-market team at a global talent marketplace.
-
Evident - Market intelligence
Publisher of the Evident AI Index, which ranks banks, insurers and payments firms on AI maturity.
-
SeekOut - Talent intelligence
Selected use case: Forager’s people data feed, used to keep candidate profiles current.
2–3 years on the Forager people data feed, by SeekOut’s own account1
-
Chamaeleon - VC & PE research
Early-stage venture firm that analyses companies with its own AI and quantitative engine.
-
DealSource - VC & PE research
Selected use case: company and people data for private-company profiles.
Sources
1 SeekOut: SeekOut, customer interview, Sep 2026.
More recipes for market intelligence
-
Enrich CRM accounts with firmographics inside a BI or warehouse pipeline
-
Size a market by the companies running a technology
-
Track competitors' hiring by function and location
-
Detect CRM contacts who changed jobs and alert on moved champions
-
Build natural-language candidate search on a licensed people feed
-
Score accounts on hiring momentum from job postings
