Original research · updated as the dataset grows
Resume Statistics 2026: what we found in 1,229 real resume-vs-job analyses
Every number on this page comes from actual ResumeAtlas runs between March 2026 – August 2026 — a resume and a real job description compared against each other. Nothing here is a survey, an estimate, or an industry average borrowed from somewhere else. Free to cite with attribution.
1,229
Resume-vs-job-description analyses
March 2026 – August 2026
80
Median ATS score
n = 1,229
76%
Median keyword coverage against the posting
n = 1,229
6
Median skills missing per resume
n = 1,229
How to read this: These are resume-vs-job-description analyses run on ResumeAtlas, not a survey of all resumes. The sample skews toward software, data and engineering roles, so the specific tools below reflect those postings more than hiring overall. These are medians, not averages, so a handful of outliers cannot move them. Each figure below carries its own sample size, because not every analysis records every field. We have no hiring outcome data — nothing here says whether a resume led to an interview.
When a skill is missing, it is usually a requirement — not a nice-to-have
Across 980 analyses where the posting separated required from preferred skills, 71.5% of the missing skills were required ones and 28.5% were preferred. The gap candidates actually have is not a polish problem at the edges of a posting; it sits in the must-have list.
The widest gap: Cloud & infrastructure
Cloud & infrastructure accounts for 33.9% of everything postings ask for and resumes do not have, while making up only 12.7% of what resumes do cover. It is the single largest mismatch in the dataset.
| Category | Share of missing | Share of matched |
|---|---|---|
| Cloud & infrastructure | 33.9% | 12.7% |
| Languages & frameworks | 28.4% | 31.4% |
| Data & databases | 18.5% | 23.7% |
| CI/CD & tooling | 13.2% | 14.4% |
| Ways of working | 6% | 17.7% |
The skills postings ask for that resumes most often lack
Share = percent of all 1,229 analyses in which the term was missing. 5,568 distinct skills appeared as gaps across the dataset.
Listed, but never proven
These are skills a resume names but never demonstrates in an experience bullet — the gap a recruiter spots in seconds. The median resume in this subset had 8 such skills. Smaller subset — n = 119 of 1,229 analyses recorded this field.
Experience is rarely the problem
The median resume in the dataset carried 4 years of experience against a median posting requirement of 4 years — a median gap of +1 year in the candidate's favour. Applicants are not, on the whole, under-qualified on years. What they are missing is the specific skills above. n = 760 analyses where the posting stated a requirement.
Method, and what this data cannot tell you
- What it is: 1,229 resume-to-job-description analyses run on ResumeAtlas between March 2026 – August 2026. Every row is a real resume compared against a real posting a person intended to apply to.
- Aggregate only: figures are counts and medians across the set. No resume text, personal detail, or identifying information is published or stored for this page.
- Sample skew: the set leans toward software, data and engineering roles, so the specific tools named reflect those postings more than hiring overall.
- No outcome data: we do not know which applications led to interviews or offers. Nothing here should be read as “what successful resumes do” — only what postings ask for and what resumes contain.
- Updated: 2026-08-02. The figures move as the dataset grows; this page is regenerated from source rather than rewritten.
Citing this data
Free to use with attribution and a link back to this page.
ResumeAtlas, “Resume Statistics” (2026-08-02). Analysis of 1,229 resume-to-job-description comparisons, March 2026 – August 2026. https://resumeatlas.io/resume-insights
Check your own resume against this data
Compare to a job description
See your own match score, missing skills and required-vs-preferred gaps — the same analysis that produced this dataset.
Scan for missing keywords
Check your resume against the standard keyword set for your role, without a posting.
Fix the formatting first
A median ATS score of 80 still leaves room to lose points on layout alone.