Talent market intelligence
Talent Atlas is the independent research firm for the talent economy. We map every category and vendor in recruiting technology, publish the research behind the market, and track the data on how the world actually hires.
Independent and vendor-neutral. Read by talent leaders, recruiting agencies, and investors.
AI adoption in recruiting
Share of talent teams using AI in a workflow, by quarter
Source: Talent Atlas practitioner survey. A sample from the State of AI in Recruiting report.
What we do
We are not a recruiting tool. We are the research layer above it. Three products, one view of where the talent market is going.
See the entire recruiting and talent-tech landscape on one map: every category, the vendors in it, and where each one sits.
See the mapIndependent reports and buyer guides on the categories, vendors, and shifts that matter, with the data behind every claim.
Browse researchBenchmarks on how the world hires: time-to-hire, AI adoption, cost-per-hire, and source-of-hire, updated continuously.
View the dataThe market map
12 categories across four stages of the hiring funnel, from attracting candidates to operating the function. Open the atlas to explore every vendor.
Resume parsing, candidate ranking, and AI matching of applicants to open roles.
Technical, cognitive, and role-specific assessments, including live and async coding tests.
Interview recording, structured guides, scorecards, and conversation analytics.
Background checks, identity, references, and credential and right-to-work verification.
Latest research
Reports, market maps, and buyer guides written by analysts, grounded in data, and free of vendor influence.
A full map of the recruiting and talent-tech landscape across twelve categories, with positioning, ownership, funding, and the consolidation wave reshaping it.
How AI is being adopted across sourcing, screening, interviewing, and scheduling, separating real workflow gains from hype.
How staffing firms and recruiting agencies are adopting AI, and where contingent demand is shifting.
Talent-market data
Benchmarks compiled from public research and our analysis, refreshed continuously. A sample of what subscribers explore in the terminal.
How talent teams use AI
Share of teams using AI, by task (2025)
Source: SHRM 2025 Talent Trends.
Interviews per hire by function
Average interviews to make a hire (2026)
Source: Ashby Talent Trends 2026.
Most effective hiring channels
Share rating each channel most effective (2024)
Source: Employ Recruiter Nation 2024.
Our method
AI is how we cover a market this large without losing rigor. We use it to ingest filings, funding data, product changes, and thousands of practitioner signals. Then our analysts verify, frame, and decide what matters. AI in hiring is also one of our core research beats.
Funding, M&A, product, and hiring signals pulled in as they happen.
Every claim is checked and framed by a human before it ships.
We take no placement fees. Positioning is editorial, not paid.
Who we serve
Benchmark your function and choose tools with evidence, not vendor decks.
Track the market you sell into and the tools that move placement rates.
Know your category, your competitors, and where the white space is.
Diligence the talent-tech landscape with independent market data.
Methodology
Public filings, funding databases, product telemetry, and a recurring panel of practitioners across company sizes and regions.
The market map updates as vendors move. Benchmark series are refreshed every quarter with period-over-period deltas.
We take no vendor placement or listing fees. Positioning reflects our analysts' read of the market, not who paid.
Every report ships with the underlying data and a clear note on method, sample, and limitations.
Insights
A research-grade map of the recruiting technology landscape across ten categories, the consolidation wave reshaping it, the funding behind it, and a framework buyers can use to navigate it without overpaying or overbuying.
AI adoption in recruiting nearly doubled in a year, with 43% of organizations now using it and 52% of talent leaders planning to add autonomous agents. This is a data-driven look at what is working, what is hype, and what talent leaders should do next.
Get access
Subscribe for the full market map, the research library, and the benchmark terminal. Or request a briefing and we will walk your team through the data behind a specific decision.
For employers, agencies, and investors with a specific question.
The system of record for requisitions, candidates, and the end-to-end hiring workflow.
On-demand, contingent, and freelance talent marketplaces and digital staffing platforms.
New-hire paperwork, provisioning, and the workflows that shorten time-to-productivity.
Hiring analytics, DEI reporting, and workforce dashboards built for talent leaders.
Recruitment Marketing & Job Distribution
Programmatic job-advertising platform that optimizes job-ad spend across boards and aggregators on a pay-per-applicant basis.
AI Screening & Matching
Voice-AI recruiter, Alex, that autonomously conducts live phone and video screening interviews with fraud detection.
Applicant Tracking (ATS)
All-in-one recruiting platform combining ATS, CRM, scheduling, and analytics with embedded AI.
Background & Verification
AI-driven background-check platform built for high-volume, gig, and hourly hiring with automated adjudication.
Talent Marketplaces & Staffing
All-in-one global payroll, employer-of-record, and contractor-management platform across more than 150 countries.
Talent Intelligence & Market Mapping
Talent-intelligence platform built on a deep-learning skills model for matching, internal mobility, and workforce planning.