Lusha Dataset: Companies with an engineering hiring surge

Built by: Lusha
Tools: Lusha
Type: Audience
Type: AudienceSignal: Hiring surge — EngineeringCoverage: GlobalUpdated: WeeklyTools: Lusha, Claude, ChatGPT, API

Every week, Lusha measures each company’s engineering hiring volume against its historical average. When a company posts significantly more engineering and technical roles than usual — software engineers, data engineers, DevOps, platform engineers, ML engineers — Lusha fires an engineering hiring surge signal.

An engineering surge tells you the company is building. They are expanding their platform, shipping new products, or investing in AI and infrastructure. That creates immediate demand for developer tools, cloud services, data platforms, security, and technical recruiting.

What the signal measures

New engineering jobs posted last week

Total engineering and technical roles posted in the last 7 days vs. the company’s historical weekly average

Weekly refresh

Department-level precision

Engineering & Technical tracked as a separate department — so you know it’s the engineering org scaling, not just sales or ops

High precision

Change rate vs. historical average

Every signal includes the percentage increase above the company’s own baseline — a 100% surge at a startup is as significant as a 50% surge at an enterprise

Relative, not absolute

Key data points

✓  Company name, domain, industry

✓  New engineering jobs posted last week

✓  Historical weekly average

✓  Change rate % vs. baseline

✓  Signal date

✓  CTO and VP Engineering contacts available

What you’ll get back — live signal sample

OXXXAI
Engineering surge
May 18, 2026

801 new jobs posted last week — 934% above historical average of 77

SXXXXe
Engineering surge
May 11, 2026

940 new jobs posted last week — 471% above historical average of 165

AXXXXpic
Engineering surge
May 18, 2026

Engineering & Technical roles up 100% above historical average in the last 4 weeks

FXXXa
Hiring surge
May 11, 2026

36 new jobs posted last week — 49% above historical average of 24

Real signal events from the Lusha API, June 12, 2026. Decision maker contact details available on enrichment and masked here for privacy.

Use cases

1

Cloud and infrastructure vendors

A company scaling its engineering team is buying cloud capacity, expanding its data infrastructure, and evaluating new tooling. Reach the CTO before the contracts are signed.

2

Developer tools and AI platforms

A hiring surge in engineering often signals a platform build or AI integration project. Developer tooling, LLM platforms, and code intelligence tools are evaluated during exactly this window.

3

Security and compliance

Expanding engineering teams create security surface area. SIEM, vulnerability management, and compliance tools are standard purchases when headcount grows fast.

4

Technical recruiting

An engineering hiring surge is a direct lead for technical recruiting platforms, sourcing tools, and engineering-specific job boards. The company is actively hiring right now.

How to access this audience

1

In Claude or ChatGPT

With the Lusha connector enabled, ask: “Find B2B SaaS companies with an engineering hiring surge in the last 30 days. Give me the CTO at each company with their verified email and direct dial.”

2

Via the Lusha API

Use prospecting_company_search with signals: { names: ["surgeInHiringByDepartment"], hiringByDepartments: ["Engineering & Technical"] } to pull companies with an active engineering hiring surge.

3

Via Make, n8n, or Zapier

Connect the engineering hiring surge signal to your CRM. Every time it fires on a target account, enrich the record, find the CTO or VP Engineering contact, and trigger your outreach sequence automatically.

FAQ

  • Which engineering roles are tracked?

    All roles classified under Engineering & Technical — software engineers, data engineers, ML engineers, platform engineers, DevOps, SRE, QA, and related technical titles.

  • How often is the signal refreshed?

    Weekly. Lusha measures hiring volume every week and fires the signal the moment a company crosses the surge threshold. You get the signal within days of the posting surge.

  • Can I combine this signal with other ICP filters?

    Yes. Layer the engineering hiring surge on top of industry, company size, geography, and tech stack filters to get a list of companies that match your ICP and are actively scaling their engineering team right now.

  • Can I also track IT hiring surges separately from engineering?

    Yes. Lusha tracks Engineering & Technical and Information Technology as separate department categories. IT hiring surges signal infrastructure and tooling investment — a slightly different buyer than pure engineering builds. Both are available as separate filters.

  • Does accessing this dataset consume Lusha credits?

    Signal-filtered company searches consume credits per result returned. No-match lookups don’t consume credits. Enriching contact details consumes credits per contact revealed.

  • Is this data GDPR and CCPA compliant?

    Yes. All Lusha data is sourced ethically under GDPR, CCPA, SOC 2 Type II, ISO 27701, ISO 31700, TRUSTe, and ISO 42001. No scraping. Learn more about Lusha data privacy →

Ready to run this?

One data connection. Works in Claude, ChatGPT, your CRM, or any agent you build.