Use Cases
Recruiting & Workforce

Match cleared talent to active contracts

Connect professionals with the contractors who need them. Use contract data, capability profiles, and clearance requirements to power precision matching.

478K
Capability profiles
30M+
Award signals
450K+
Searchable embeddings
Real-time
Award tracking

The problem

Sound familiar? These are the challenges we hear from teams like yours.

1

Clearance requirements are hard to match

Your candidates have clearances, but which contractors have active contracts requiring those clearance levels? That data is locked in award descriptions.

2

You don't know which contractors are hiring

New contract wins mean new hiring needs. But you find out about wins months after the fact, long after the positions are filled.

3

Matching is keyword-based, not intelligence-based

You match on job titles and skills, but you don't know what technologies a contractor actually uses or what their project requirements look like.

How GovData Labs helps

Purpose-built API endpoints that solve these problems out of the box.

AI Capabilities

Technology and clearance profiles

Know what technologies each contractor uses, what clearance levels they require, and what service areas they operate in. AI-extracted from 478K profiles.

Award History

Contract win signals

Track new contract awards in real-time. A new $10M cybersecurity contract means hiring — your recruiters should know before the job posting goes up.

Semantic Search

Natural language contractor matching

Search for 'companies that do cloud migration for the Air Force' and get ranked results. Match candidates to contractors based on actual project work.

See it in action

Find contractors hiring for cleared cyber roles

Python
# Semantic search for cleared cyber contractors
results = requests.post(
    "https://api.govdatalabs.com/api/v2/data/semantic-search",
    json={"query": "cybersecurity operations TS/SCI clearance", "limit": 10},
    headers={"X-API-Key": API_KEY}
).json()

for company in results["results"]:
    uei = company["unique_entity_id"]
    caps = requests.get(
        f"https://api.govdatalabs.com/api/v2/data/entities/{uei}/capabilities",
        headers={"X-API-Key": API_KEY}
    ).json()

    print(f"{company['legal_business_name']}")
    print(f"  Clearance: {caps['clearance_level']}")
    print(f"  Capabilities: {caps['capabilities'][:3]}")

Recruit smarter with contract intelligence

Know which contractors are winning work before the job postings go up.