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Data-feed buyers · Financial / equity research

Job postings data feed for financial research

Stop scraping.

What financial research need from job postings feed, what Forager returns, and how teams like yours test it.

2 recipes use job postings feed for financial / equity research.

  • $5 free credits
  • 800M+ people
  • 65M+ companies

A selection of financial research teams using Forager for job postings feed · plus other teams on Forager

  • SeekOut
  • Evident
  • MarketMapr
  • Chamaeleon
  • DealSource
  • SBR2TH
  • Vieu
  • Adzact
For financial / equity research
The job
Build company-level hiring series (new postings, active postings, mix by function and location) for a research or quant team's models.
When
A research team adds hiring as a model input, or extends coverage to a new set of companies.
Outcome
Analysts and models read hiring changes across their whole coverage universe from one consistent series.
Lead recipe 1

Track hiring across public and private companies as alternative data

When to use it: A research team adds hiring as a model input, or extends coverage to a new set of companies.

  1. Load job_postings_feed deliveries into the warehouse and join to company_feed on organization_forager_id = forager_id
  2. Map companies to the team's own security or entity identifiers by domain
  3. Aggregate postings per company per week using date_featured, is_active, title and parsed_location
  4. Publish the series to research models and dashboards, with history kept from each delivery
InputsOutputs
job postings feedweekly new postings per company
company feedactive postings
company-to-security mappingpostings by function and location
Lead recipe 2

Add firmographic and hiring signals to B2B credit and underwriting models

When to use it: A business applies for credit, a card program or payment terms, or the risk team retrains its model.

Show the steps
  1. Match the applicant by domain to company_feed and read founded_date, employees_number, addresses, funding_rounds and domain_traffic
  2. Add hiring activity from job_postings_feed (active and new postings per organization_forager_id)
  3. Write the features to the risk model and to the reviewer's case view
  4. Recompute features for existing customers on each feed delivery
InputsOutputs
applicant domaincompany age
company feedemployees_number
job postings feedfunding rounds
domain_traffic
hiring activity
Open the recipe: Add firmographic and hiring signals to B2B credit and underwriting models
Fields

Fields you get back

  • weekly new postings per company
  • active postings
  • postings by function and location
  • company age
  • employees_number
  • funding rounds
  • domain_traffic
  • hiring activity

From the workflows above. Full field reference: Job postings feed and the Job postings feed documentation.

Who owns this

Who evaluates job postings feed at financial / equity research, and what they are judged on

  • Data engineering lead who ingests the feed: judged on fields and freshness
  • Data acquisition or partnerships lead: judged on licence terms and cost
  • Product owner of the search or intelligence product: judged on what users find

A selection of financial research teams using Forager for job postings feed · plus other teams on Forager

  • 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

  • Evident
    • Market intelligence

    Publisher of the Evident AI Index, which ranks banks, insurers and payments firms on AI maturity.

  • MarketMapr
    • Talent intelligence

    Selected use case: licensed people and company feeds that let recruiters map a whole niche.

  • 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.

  • SBR2TH
    • Staffing firms

    Selected use case: people and job-postings feeds loaded into its own data lake for AI search.

  • Vieu
    • ABM & intent

    Relationship-mapping platform that helps sales teams and AI agents find warm introductions.

  • Adzact
    • ABM & intent

    B2B advertising platform that models ideal buyers from business signals.

Sources

1 SeekOut: SeekOut, customer interview, Sep 2026.

“Forager leads in accuracy across all regions, Forager's dual strength in accuracy and volume makes it a powerhouse for sales teams that are targeting businesses around the globe.”
ClayStefan K.Data Partnerships
800M+people
65M+companies
How to test it

Test job postings feed on your own sample

  1. Pull a sample. Take profiles your users looked up last week.
  2. Run it. Use a self-serve key, or book a demo and send us the list.
  3. Measure what your users feel. Connect rate for mobiles, bounces for emails, and whether the right person answers.
  • $5 free credits
  • No credit card
  • Run your sample
FAQ

Frequently asked questions

How do financial research use the job postings feed?

Build company-level hiring series (new postings, active postings, mix by function and location) for a research or quant team's models. A licensed bulk feed of job postings, delivered to Snowflake or S3 for workforce and hiring-signal products. This page walks through 3 workflows with the exact steps.

How much does the job postings feed cost for financial research?

Job postings feed is a flat annual licence, global or regional, not priced in credits. The price depends on the records, fields and refresh schedule you license, so talk to sales with your use case and we quote it.

Why do financial research add the job postings feed?

Track the people behind companies without scraping. Products like yours are judged on freshness and fields, which is why the cost that counts is per result that reaches the right person. Run your own sample to see what the job postings feed returns for your users before you build on it.

How do investment teams use job postings as alternative data?

Load job_postings_feed deliveries into the warehouse and join to company_feed on organization_forager_id = forager_id. Aggregate postings per company per week using date_featured, is_active, title and parsed_location.

Can we show Forager data inside our product?

Yes, under platform terms. Self-serve plans cover internal use by your own team. Showing Forager data to your users, or passing records on, is licensed separately: talk to sales about volume and which fields your users need to see.

Is there a free way to try Forager?

Yes. Request a sample extract of the job postings feed on a 30-minute call and check the fields against your own records before you license it.

What company data do B2B lenders use to assess applicants?

Give a B2B lender, payments or spend-management company company-level features (age, headcount, funding, web traffic, hiring) to use next to its own risk data when it reviews a business applicant. Risk teams see whether a business is real, operating and growing before they decide, alongside their own data.

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.

Should I use the job postings feed or the job postings API?

Use the job postings API to check hiring at specific companies on demand. License the job postings feed when you analyse hiring across the market and want postings loaded into your warehouse on a schedule.

Does Forager integrate with the tools we already use?

Delivered as a data share to Snowflake, Databricks and Amazon S3. Everything else connects through the REST API with one API key.

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.

Where does Forager data come from, and is it compliant?

Financial research often have to explain their data source to their own customers. Bring your legal and security questions to a call with our team, and we take you through how Forager data is sourced and the terms that cover job postings feed for financial research. Forager's privacy policy is public, and anyone can send a request about their own personal data through the consumer rights form on forager.ai.

Other products for financial / equity research

Start building

Put people, company and job data your users can act on inside your product

Send us a list. We run it, show you what we find, then talk volume and terms.

  • $5 free credits
  • No credit card
  • Run your sample
Platforms and teams that build on Forager
  • Clay
  • Juicebox
  • Nooks
  • Andela
  • HubSpot
  • SeekOut