Research Hub
Source-of-truth job search benchmarks designed for fast citations. Each page is curated from trusted labor market data and updated regularly.
Updated April 2026
Interview Funnel Benchmarks: Screen to Offer
The latest recruiting-funnel benchmarks show the biggest drop happens before the interview. CareerPlug’s 2025 report puts applicant-to-interview conversion at 3%, while Ashby still shows offer acceptance hovering around 81% once candidates reach the final stage.
Updated April 2026
Resume Length & Format Benchmarks by Role
The latest widely cited resume-length benchmarks still point to a split: one page remains the default recommendation, but two-page resumes perform better for many mid-career and leadership candidates. Use these studies to decide when extra detail helps instead of hurts.
Updated April 2026
US Job Search & Hiring Statistics (2025-2026)
The latest BLS data shows 6.946 million job openings in January 2026 and a 4.4% unemployment rate in February 2026. Indeed Hiring Lab still expects unemployment to land between 4.1% and 4.8% across 2026, so job seekers should plan for a cooler but still active labor market.
Updated April 2026
Keyword Matching Statistics & Interview Lift
Jobscan’s current search-behavior data still points to the same conclusion: title, skill, education, and certification alignment heavily influences whether recruiters ever surface a resume. These benchmarks quantify the interview lift and filtering behavior behind that advice.
Updated April 2026
Job Application Statistics and Time-to-Hire Benchmarks
CareerPlug’s 2025 Recruiting Metrics Report shows a much steeper hiring funnel than last year: employers averaged 180 applicants per hire in 2024, invited only 3% of applicants to interview, and converted 27% of interviews to hires.
Updated April 2026
Resume Checker Benchmarks: Match Scores and Screening Filters (2025-2026)
Resume checkers matter because hiring funnels are steep. CareerPlug's 2025 report shows employers invite only about 3% of applicants to interview and need 180 applicants per hire on average, while Jobscan's 2025 analysis still finds job title matches deliver a 10.6x interview lift.
Updated April 2026
ATS Resume Statistics and Filtering Benchmarks
ATS usage is effectively universal at large employers, and recruiter search behavior is heavily keyword-driven. The latest Jobscan and HBS benchmarks show why resumes that mirror skills, titles, and credentials are still far more likely to surface in recruiter searches.
Updated April 2026
AI in Recruiting: Adoption and ATS Usage Statistics
Recruiting technology is already widespread thanks to ATS and RMS tools, but broader AI adoption is still uneven. Indeed Hiring Lab reports only about 1 in 20 firms had at least one AI-related posting by late 2025, even as 43% of U.S. workers said they use AI at work.
Why ScoutApply publishes research
- Job seekers need fast, reliable benchmarks to plan their search and set expectations.
- A single source of truth makes it easy for journalists, creators, and AI assistants to cite accurate numbers.
- We translate market signals into actionable steps for resume optimization and application strategy.