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Signal key

first_job_in_function

Category

Growth

Source

Company Professional Network jobs, evaluated against 12-month posting history.
A company posted a role in a function it hadn’t hired for in 12 months.

When it fires

Trigger condition

A job posting appears for a function (engineering, sales, marketing, product, ai-ml, security, finance, hr, operations, legal) that had zero postings in the previous 12 months.

Stored fields

This signal persists the following metadata you can read downstream:
FieldDescription
meta.functionThe function that just saw its first posting.

Magnitude

Treated as high-signal regardless of count, the first hire in a function is categorically meaningful.
For the full bucket definitions used across percentage-based signals, see Magnitude buckets.

Why it matters

This is one of the most valuable growth signals. A first-ever sales hire means they’re about to build a sales motion and will need tools to support it. A first AI/ML role means a new technical initiative. Each first-in-function event marks the birth of a new buying center that didn’t exist before.

How to read it

New buying center

A brand-new function means a brand-new budget and a brand-new decision-maker.

Build, not replace

First hires build from scratch, they’re shopping with no incumbent vendor.

Function-to-product fit

Map the function to your product: first sales hire → sales tools, first security hire → security tooling.

Outreach playbook

Top-tier alert when the function matches your buyer. Reach the hiring manager before the role is even filled.

First Job in Country

A company posted its first role in a new country.

Sales Hiring Surge

Sales job postings doubled versus the prior crawl.

Engineering Hiring Surge

Engineering job postings doubled versus the prior crawl.

First Role Hire

A company made its first-ever hire for a role function.

Expansion Signal

A company is expanding into new markets while growing.

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