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Hiring signals

When a company posts multiple job openings, especially in sales, marketing, or engineering, it signals a capacity bottleneck. They're growing faster than they can hire, and that gap is where you sell. Hiring is the highest-volume signal type. It decays in 30 days.

Why hiring activity reveals buying intent

Three open SDR roles means the sales org is scaling. Those seats need CRM licenses, outreach tools, training platforms, and enablement content before day one. A VP of Sales hire means new vendor evaluation within 90 days. They didn't take the job to keep the old stack.

Hiring is the best public proxy for budget. A company posting 15 roles in engineering and 5 in sales is telling you, publicly, that they have money and they're spending it on growth. The job descriptions themselves contain intelligence: required tools, tech stack, and the problems the role is meant to solve.

The gap between the job posting and the hire date is your window. Once the seat fills, the new hire inherits whatever tools exist. Before they start, the hiring manager is the buyer, and they are actively thinking about what this person will need to succeed.

How Signado detects hiring signals

Signado scrapes job boards and professional networks daily. Hiring generates the most data of any signal type. Each posting is parsed for title, department, seniority, required skills, and location. AI then extracts and validates the details from each job page.

Seniority drives the base score: C-level (90), VP (75), Director (65), Manager (60), Senior (45), Individual Contributor (30). Department matching does the rest. If you told Signado you sell to sales teams and the posting is for an SDR Manager, the department multiplier pushes the score up by 30%. An engineering hire at the same company would score lower for you.

Multiple postings from the same company compound. Two signals from the same company within 30 days trigger a +10 correlation bonus. Three or more add +20. A company with 5 open sales roles generates a much stronger composite signal than one with a single posting.

VP of Sales hire (you sell sales tools)

SeniorityVP
Base score75
DepartmentSales (direct match)
Multiplier1.0
Final score
75Warm

VP of Engineering hire (you sell sales tools)

SeniorityVP
Base score75
DepartmentEngineering (distant)
Multiplier0.3
Final score
23Cool

Frequently asked questions

How many job postings count as a "hiring spree"?

There's no hard cutoff. Signado's multi-signal correlation bonus kicks in at 2 postings within 30 days (+10 to score) and amplifies at 3+ postings (+20). A company with 5+ relevant postings will almost always land in the Hot band.

Which departments matter most for hiring signals?

It depends on what you sell. When you configure Signado, you specify your target departments. Sales hires matter for sales tools. Engineering hires matter for dev tools. Signado's department matching scores each hire against your specific profile.

Does seniority affect the signal score?

Yes. C-level hires score 90, VP hires 75, Directors 65, Managers 60. A VP of Sales hire generates a stronger signal than a junior SDR posting because the VP is the decision maker and the budget holder.

How quickly do hiring signals lose relevance?

Hiring signals decay over 30 days with a minimum floor at 30% of the original score. Job postings move fast. If a role was posted 3 weeks ago, it may already be in final interviews.

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