Integration · Data platform

Job postings feed in Databricks

Stop scraping.

Use Forager job postings feed where your team already works in Databricks.

Databricks

Forager data is delivered into the platform as a data share or file drop.

Forager in Databricks

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

A selection of teams that license Forager job postings feed for their own stack · plus other teams on Forager

For Databricks users

The job: Rank target accounts by the roles they are hiring for, so reps work accounts where tooling and vendor decisions are live.
When: Weekly account-scoring run, or a target account posts several relevant roles.
Outcome: Reps prioritise accounts with live buying windows and see higher opportunity creation.

Related recipe

Score accounts on hiring momentum from job postings

When to use it: Weekly account-scoring run, or a target account posts several relevant roles.

Pull active postings per account with POST /job_search/ (organization_ids, title, is_active)
Compute posting velocity and role mix vs. last period
Join firmographics from POST /organization_search/ for fit
Write a hiring-momentum score to the account and trigger plays above threshold

Inputs	Outputs
target account list	`hiring momentum score`
role keywords that imply need	`open roles by function`
	`posting dates`

Related recipe

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.

Show the steps

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`

Open the full recipe

Fields

Fields you get back

hiring momentum score
open roles by function
posting dates
talent pool size
top employers
competing open roles
market map

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

A selection of teams that license Forager job postings feed for their own stack · 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
Adzact
- ABM & intent
B2B advertising platform that models ideal buyers from business signals.
MarketMapr
- Talent intelligence
Selected use case: licensed people and company feeds that let recruiters map a whole niche.
Evident
- Market intelligence
Publisher of the Evident AI Index, which ranks banks, insurers and payments firms on AI maturity.
Chamaeleon
- VC & PE research
Early-stage venture firm that analyses companies with its own AI and quantitative engine.
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.
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

$5 free credits
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Run your sample

FAQ

Frequently asked questions

How do I set up job postings feed in Databricks?

Tell us which feed you need (here, the job postings feed); we deliver it into Databricks as a data share or file drop, and you query it next to your own data on the agreed schedule.

How much does the job postings feed cost for Databricks users?

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.

How do Databricks users use the job postings feed?

Rank target accounts by the roles they are hiring for, so reps work accounts where tooling and vendor decisions are live. 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.

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.

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.

Who built and maintains the Databricks integration?

Data share. Forager data is delivered into the platform as a data share or file drop. Delivery is set up with our team when the feed is licensed.

How do I find companies eligible for r&d tax credits?

Find engineering-heavy hirers via job_postings_feed or POST /job_search/ (title engineer OR scientist). Find CFO/finance directors with POST /person_role_search/.

Can I use the Forager API directly instead of Databricks?

Yes. The same data is available through the REST API with one API key, so you can call it from your own code or another tool. Delivered as a data share to Snowflake, Databricks and Amazon S3.

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?

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 Databricks users. 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.

Job postings feed in Databricks

Score accounts on hiring momentum from job postings

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

Fields you get back

Test job postings feed on your own sample

Frequently asked questions

How do I set up job postings feed in Databricks?

How much does the job postings feed cost for Databricks users?

How do Databricks users use the job postings feed?

Is there a free way to try Forager?

How accurate is Forager data?

Who built and maintains the Databricks integration?

How do I find companies eligible for r&d tax credits?

Can I use the Forager API directly instead of Databricks?

Is there a contract or minimum commitment?

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

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