Hiring Signal Finder

Find companies that are growing and hiring.

Powered by open-source Laya decision intelligence with optional Jev and deterministic rules fallback.

Core Question Answered

Which companies are actively growing or hiring?

What It Does

• Discovers companies with active open job listings across your target industries and locations
• Analyzes job descriptions to detect technology hiring, department expansion, and seniority growth
• Computes a hiring signal score (0-100) calibrated by velocity, volume, and relevance
• Identifies the most likely growth area based on verified public job signals
• Supports Actor chaining — pipe in results from Business Opportunity Finder or AI Prospect Intelligence

Important Principle

Hiring is a potential signal, not proof of purchase intent.

Example Input (JSON)

{
  "jobKeywords": [
    "Software Engineer",
    "AI Engineer",
    "DevOps Engineer",
    "Product Manager"
  ],
  "technologies": [
    "Python",
    "AWS",
    "Kubernetes",
    "React"
  ],
  "industries": [
    "Fintech",
    "SaaS & Cloud",
    "Healthcare & Biotech"
  ],
  "locations": [
    "San Francisco, CA",
    "New York, NY",
    "London, UK",
    "Remote"
  ],
  "companySize": "51-200",
  "maxCompanies": 5,
  "decisionEngine": "laya",
  "targetCompanies": [
    {
      "name": "Stripe",
      "website": "https://stripe.com",
      "industry": "Fintech"
    },
    {
      "name": "Datadog",
      "website": "https://datadoghq.com",
      "industry": "SaaS & Cloud"
    },
    {
      "name": "Retool",
      "website": "https://retool.com",
      "industry": "Developer Tools"
    }
  ]
}

Example Output

{
  "company_name": "CloudScale Data Technologies",
  "website": "https://cloudscaledata.io",
  "industry": "SaaS & Cloud",
  "open_job_count": 18,
  "relevant_job_count": 12,
  "hiring_velocity": "rapid",
  "technology_hiring": ["Python", "Kubernetes", "Terraform", "Snowflake"],
  "department_growth": ["Engineering", "Product"],
  "seniority_growth": "senior",
  "hiring_signal_score": 87,
  "likely_growth_area": "Cloud infrastructure & data engineering expansion",
  "evidence": [
    {
      "source": "careers_portal",
      "evidence": "18 open positions detected, 12 directly matching target keywords",
      "confidence": 0.9
    }
  ]
}

Monetization

Pay Per Event: qualified-company-signal

Powered by open-source Laya decision intelligence with optional Jev support.