AI Deep Job Search | Deep Research for Your Career

Think of this as ChatGPT Deep Research, but for finding your next job.

Give this autonomous agent your requirements, and it will conduct multi-step research across the web—finding, analyzing, and synthesizing hundreds of job listings to create a comprehensive report. It accomplishes in tens of minutes what would take you many hours.

It doesn't just match keywords—it reasons about your career goals, discovers opportunities you might have missed, and explains why each job is a match.

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⚡ Why Use This Actor?

• Deep Research Agent: Autonomous reasoning engine that conducts multi-step searches to find the best jobs.
• True AI Analysis: Reads full job descriptions like a human recruiter would.
• 13 ATS Platforms: Searches Greenhouse, Lever, Workday, Ashby, and 9 more.
• Adaptive Search: Adjusts search strategies in reaction to information it encounters (e.g., "Finding too many senior roles, pivoting to mid-level").
• Detailed Insights: See exactly why each job matches your criteria with a 0-100 score.
• Pay Per Analysis: Only pay for the deep analysis of potential matches.

Note: This is a deep research tool, not a quick scraper. A full run typically takes 5-10 minutes to conduct thorough research and AI analysis to ensure high-quality results.

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💰 Pricing

Pay for the depth of research, not just the search.

You specify a goal (target_matches), and the agent works until it achieves it. You are billed for each job description the agent deeply reads and analyzes.

Research Goal	Approx. Depth
Initial Scout (10 matches)	Agent analyzes ~20-40 listings
Deep Dive (25 matches)	Agent analyzes ~50-80 listings

Think of it as hiring a researcher for 10 minutes for pennies.

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🧠 How It Works

Deep job search is built for people who need thorough, precise, and reliable career research. It independently discovers, reasons about, and consolidates insights from across 13 ATS platforms.

┌─────────────────────────────────────────────────────────────────┐
│               AUTONOMOUS RESEARCH WORKFLOW                      │
├─────────────────────────────────────────────────────────────────┤
│                                                                 │
│  1. PLAN & STRATEGIZE                                           │
│     Agent reasons about your career goals to formulate a        │
│     multi-step research plan.                                   │
│                          ↓                                      │
│  2. DISCOVER & EXPLORE                                          │
│     Searches 13 ATS platforms. Pivots as needed in reaction     │
│     to information it encounters—broadening or narrowing        │
│     based on what it finds.                                     │
│                          ↓                                      │
│  3. ANALYZE & INTERPRET                                         │
│     Deeply reads every job description. Evaluates nuances       │
│     like tech stack, culture, and seniority that keyword        │
│     searches miss.                                              │
│                          ↓                                      │
│  4. SYNTHESIZE & REPORT                                         │
│     Compiles matches into a comprehensive report with           │
│     detailed relevance scores and "why" explanations.           │
│                                                                 │
└─────────────────────────────────────────────────────────────────┘

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🎯 Supported ATS Platforms

Platform	Companies Using It	Best For
Greenhouse	Airbnb, Stripe, Discord, Figma	Tech unicorns
Lever	Shopify, Netflix, Adobe	Fast-growing startups
Workday	Fortune 500, Banks, Healthcare	Enterprise
Ashby	Linear, Vercel, Ramp	High-growth startups
SmartRecruiters	Visa, LinkedIn, Equinox	Global enterprises
Workable	20,000+ SMBs	Growing companies
BambooHR	SMBs across industries	Small businesses
Rippling	Modern tech companies	Tech-forward orgs
Personio	European companies	DACH region
JazzHR	10,000+ SMBs	All industries
Breezy HR	Agencies & startups	Small teams
Recruitee	EU companies	Collaborative hiring
Polymer	Tech startups	Modern teams

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📋 Input Parameters

Parameter	Type	Default	Description
target_job_titles	Array	required	Job titles to search for (e.g., ["Senior Backend Engineer", "Staff Engineer"])
locations	Array	All	Cities, regions, or "Remote"
sources	Array	All 13	Specific ATS platforms to search
is_remote	Boolean	false	Filter for remote positions only
target_matches	Integer	50	Number of relevant jobs (score ≥70) to find
preferred_skills	Array	["Python", "Go", "AWS"]	Skills you want in the job
undesirable_skills	Array	[]	Skills you want to avoid
preferred_industries	Array	["Technology", "Fintech"]	Industries you want to work in
undesirable_industries	Array	[]	Industries you want to avoid
experience_levels	Array	["Senior", "Lead"]	Desired experience levels
additional_requirements	String	-	Any other specific requirements (company size, culture, deal-breakers)

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📤 Output

1. All Jobs (Dataset)

Every job that was analyzed by AI, with relevance scores and analysis notes.

2. Job Matches (Dataset Filter)

Jobs with relevance score ≥70—your best matches. Use ?view=matches to filter.

3. Search Reasoning Log (Key-Value Store)

Step-by-step log of queries tried, jobs found, and analysis decisions.

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🚀 Quick Start: Deep Research Prompts

The "Niche Expert" Search

{
  "target_job_titles": ["Senior Backend Engineer"],
  "locations": ["Remote"],
  "preferred_skills": ["Rust"],
  "additional_requirements": "I am a Rust expert with 8 years of experience. I am ONLY looking for roles that explicitly mention Rust or high-performance systems programming. Skip generic 'backend' roles that are just CRUD APIs in Python/Node. I prefer distributed systems work. Deal-breaker: No blockchain/crypto."
}

The "Career Pivot" Search

{
  "target_job_titles": ["Product Manager", "Solutions Engineer"],
  "preferred_skills": ["Developer Tools", "API Products"],
  "additional_requirements": "I am a former Senior Engineer looking to move into Product or Solutions Engineering. Find me roles that value deep technical expertise but involve customer-facing work. I want to work on developer tools (DevTools) or API products. Avoid non-technical PM roles."
}

The "Culture Fit" Search

{
  "target_job_titles": ["Frontend Developer"],
  "locations": ["Berlin", "London"],
  "preferred_skills": ["React", "Next.js", "TypeScript"],
  "additional_requirements": "Looking for a Senior React role in a small-to-mid sized startup (Series A/B). I value engineering culture, testing, and modern stacks. Avoid massive corporations or legacy banking software. I want a team that ships fast."
}

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❓ Frequently Asked Questions

How "smart" is the agent?

It uses a Large Language Model (LLM) to read listings. It understands context, nuance, and implied requirements better than any keyword filter. If you say "no agencies," it will detect agency language even if the word "agency" isn’t explicitly used.

Why does it take 5-10 minutes?

Deep research takes time. The agent is discovering and analyzing hundreds of jobs, reading them one by one, and adjusting its search strategies in reaction to what it finds. It's doing the work of a human recruiter—freeing up valuable time by allowing you to offload complex, time-intensive research with just one query.

Can I trust the "Relevance Score"?

The score (0-100) is the agent's confidence level that the job matches your Instructions. The more detailed your instructions, the more accurate the score. Every output is fully documented—always check the analysis_notes to see why it gave that score.

What happens if it doesn't find enough matches?

The agent has a maximum search limit (default 10 rounds). If it exhausts its search strategies before hitting your target_matches, it will stop and return what it found so far, to save you money.

How is this different from ATS Jobs Search?

AI Deep Job Search analyzes job descriptions with AI and scores relevance. ATS Jobs Search returns raw jobs without AI analysis—faster and cheaper but no filtering.

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🔗 Related Actors

Actor	Best For
ATS Jobs Search	Fast keyword search without AI analysis
ATS Jobs Feed	Bulk download for data pipelines
Greenhouse Jobs Search	Focused search for Greenhouse listings
Lever Jobs Search	Startup job listings

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🏢 About Jobo

Jobo provides the most comprehensive job data infrastructure for developers and businesses. Our ATS Jobs Database powers job boards, AI agents, and HR tech platforms worldwide.

• Website: jobo.world
• Enterprise API: jobo.world/enterprise
• Support: enrico@jobo.world