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Signal key

jobs_open_spike

Category

Growth

Source

Company Professional Network jobs, evaluated against a 4-crawl rolling baseline.
Open job postings jumped sharply above the recent baseline.

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When it fires

Trigger condition

job_count ≥ 2× the rolling average of the previous 4 crawls.

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Magnitude

High by design, the 2× threshold excludes routine hiring.
For the full bucket definitions used across percentage-based signals, see Magnitude buckets.

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Why it matters

A hiring spike is one of the strongest near-term budget indicators you’ll find. Doubling open roles in a single window signals an aggressive growth push, often funded by a recent raise or a new strategic mandate.

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How to use Jobs Open Spike Signal?

The setup. You do business development for an RPO firm, recruitment process outsourcing. Your best contracts start in a very specific emergency: a company’s hiring load suddenly triples, their two internal recruiters are triaging instead of recruiting, and leadership is discovering that you cannot hire your way out of a hiring problem fast enough. What you want. To find that emergency in the data the week it begins, not the month the backlog becomes an executive escalation. The signal fires. jobs_open_spike fires for Cobalt Health, a 900-person healthcare provider: open postings have jumped far beyond their rolling baseline. A new facility announcement two weeks ago explains why. Forty open clinical and support roles, a TA team built for eight a month. Reading it. A spike is different from growth. Growth is planned; a spike is a workload the existing team was never sized for, with a business deadline attached, in this case a facility that must open staffed. Internal recruiting throughput cannot triple on command. Either the deadline slips or capacity comes from outside. Your move.
  1. Reach the VP of People with the math, not the brochure:
Forty open roles against a team that fills eight a month is a five-month backlog for a facility opening in three. We can put four dedicated recruiters on it next week and hand the process back when the surge is done.
  1. Sell the surge, not the outsourcing, temporary capacity is an easy yes; replacing the team is a hard one, and the easy yes renews itself.
  2. Anchor pricing to the cost of the deadline slipping, which their CFO has already calculated.
  3. Deliver the surge well, and be standing there when the next spike comes. It always comes.
Put it on autopilot. A weekly Company Signals API pull on jobs_open_spike, filtered to high and hyper buckets, is a direct feed of hiring emergencies in progress. Why it lands. RPO is bought under pressure or not at all. The spike is the pressure, timestamped.

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How to read it

Aggressive growth

Sudden doubling means a company is scaling fast and deliberately.

Often post-funding

Hiring spikes frequently follow funding rounds, check for a recent raise.

Equip the wave

New hires at scale need onboarding, tooling, and enablement, all budget lines.

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Outreach playbook

High-priority alert. Look for a co-occurring funding signal to confirm the budget source.

Jobs Open Increase

The number of open job postings increased.

Funding Round Announced

A new funding round was announced.

Sales Hiring Surge

Sales job postings doubled versus the prior crawl.

Engineering Hiring Surge

Engineering job postings doubled versus the prior crawl.

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