Recruiting & talent platforms · Workforce and talent analytics

Job postings data feed for talent intelligence

Stop scraping.

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

3 recipes use job postings feed for workforce and talent analytics.

Get $5 of free data Get a sample run

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

A selection of talent intelligence platforms using Forager for job postings feed · plus other teams on Forager

For workforce and talent analytics

The job: Show TA teams and agencies how many qualified people exist, where they work and who competes for them.
When: A hard-to-fill role opens, or an agency evaluates entering a new niche.
Outcome: TA teams set realistic hiring plans, find much wider pools and agencies break into new niches fast.

Lead recipe 1

Map talent pools and recruitment niches for hard-to-fill roles

When to use it: A hard-to-fill role opens, or an agency evaluates entering a new niche.

Count matching people in people_feed by title, skills and location (or /person_role_search/totals/)
Group by current employer using company_feed
Overlay competing demand from job_postings_feed
Publish a market map with supply, demand and target employers

Inputs	Outputs
role definition	`talent pool size`
geography	`top employers`
	`competing open roles`
	`market map`

Lead recipe 2

Turn job changes into backfill signals for recruiters

When to use it: A senior person leaves a target employer.

Show the steps

Detect leavers in people_feed (role_is_current false, role_position_end_date recent)
Confirm with POST /person_detail_lookup/ and check job_postings_feed for an existing ad
Find the hiring manager at the employer
Alert the recruiter with a backfill pitch

Inputs	Outputs
target employers	`leaver`
people feed	`vacated role`
	`hiring manager`
	`advertised flag`

Open the recipe: Turn job changes into backfill signals for recruiters

Lead recipe 3

Benchmark posted pay ranges by role and city

When to use it: A customer prices a new role, opens an office in a new city, or prepares a pay review.

Show the steps

Load job_postings_feed and keep postings where salary_details is present
Parse salary_details into a range and period, and normalise titles into role families
Join company_feed on organization_forager_id for employees_range and industry
Publish pay ranges by role, parsed_location, company size and industry, with posting counts behind each cell

Inputs	Outputs
job postings feed	`advertised pay range by role and city`
company feed	`posting count per cell`
role family mapping	`company size and industry cuts`

Open the recipe: Benchmark posted pay ranges by role and city

Fields

Fields you get back

talent pool size
top employers
competing open roles
market map
leaver
vacated role
hiring manager
advertised flag
advertised pay range by role and city
posting count per cell
company size and industry cuts

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 workforce and talent analytics, 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 talent intelligence platforms 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
Vieu
- ABM & intent
Relationship-mapping platform that helps sales teams and AI agents find warm introductions.
MarketMapr
- Talent intelligence
Selected use case: licensed people and company feeds that let recruiters map a whole niche.
Adzact
- ABM & intent
B2B advertising platform that models ideal buyers from business signals.
Evident
- Market intelligence
Publisher of the Evident AI Index, which ranks banks, insurers and payments firms on AI maturity.
SBR2TH
- Staffing firms
Selected use case: people and job-postings feeds loaded into its own data lake for AI search.
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.

“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

Pull a sample. Take profiles your users looked up last week.
Run it. Use a self-serve key, or book a demo and send us the list.
Measure what your users feel. Connect rate for mobiles, bounces for emails, and whether the right person answers.

Get a free API key + $5 Get a sample run

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FAQ

Frequently asked questions

How do talent intelligence use the job postings feed?

Show TA teams and agencies how many qualified people exist, where they work and who competes for them. 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 talent intelligence?

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 talent intelligence add the job postings feed?

Track talent moves without running your own scrapers. Products like yours are judged on candidate replies, 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 many candidates exist for a role?

Count matching people in people_feed by title, skills and location (or /person_role_search/totals/). Group by current employer using company_feed.

Can our users see Forager data in 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.

Can talent intelligence see a sample of the job postings feed before licensing it?

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.

How do I find roles before they are advertised?

Detect leavers in people_feed (role_is_current false, role_position_end_date recent). Find the hiring manager at the employer.

How do I know the data is right?

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.

Where can the job postings feed be delivered?

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.

How is the data sourced, and what about privacy?

Talent intelligence 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 talent intelligence. 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.

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