Resume Research Backed by Data
We scored over 1,000 resumes, tested 240 text convention variants, and analyzed job postings across 6 industries. Full methodology and raw data published for every study.
1,400+
Resumes Analyzed
4
Published Studies
6
Industries Covered
100%
Open Methodology
'Detail-Oriented Team Player' — And 49 Other Resume Phrases That Make Recruiters Cringe
We scored 1,020 resume variants with a 6-dimension quality engine. 20 phrases showed statistically significant negative impact. Here are the worst offenders.
1,020
Resumes Analyzed
20
Statistically Significant Phrases
-7.2%
Worst Phrase Impact
-1.65
Worst Phrase Cohen's d
We Settled the One-Page Resume Debate With Data
156 resume variants across 6 industries and 4 experience levels. The optimal length depends on your field — and most career coaches oversimplify.
156
Resume Variants
6
Industries Tested
1.0 pg
Overall Optimal Length
48.9
Best Match Score
The Resume Conventions That ATS Systems Punish
240 resume variants tested across 4 industries. Section headers, bullet characters, and section order create a 29-point score spread — without changing a word of content.
240
Variants Tested
29 pts
Score Spread
4
Industries
9
ATS Profiles
What 10,000 Job Postings Reveal About What Employers Actually Want
Coming January 2027: TF-IDF analysis of 10,000+ real job postings across 6 industries reveals the skills employers actually prioritize — and the gap between what they say and what they screen for.
10,000+
Target Postings
6
Industries
Jan 2027
Full Launch
TF-IDF
Analysis Method
Why We Publish Our Methodology
Every study includes sample sizes, confidence intervals, limitations, and downloadable raw data. We disclose our commercial interest and invite independent review.
Vivid Resume is an AI resume platform. We publish research to contribute to the job-seeking community and build trust through transparency.