Original data · June 2026 study
Resume Keywords: The Words Employers Actually Search For
Most lists of keywords for a resume are guesses. These are measured: we indexed 9,260 live postings across all 503 S&P 500 careers sites and counted which resume keywords each role family actually asks for — plus experience, degree, and remote-work stats.
What are resume keywords?
Resume keywords are the specific skills, tools, certifications, and role terms that appear in a job description — the literal words a recruiter or applicant tracking system (ATS) searches for when screening resumes. When a posting asks for "Kubernetes" or "FP&A" and your resume says the same thing, you surface in the search; a near-synonym usually doesn't, because ATS keyword matching is literal. That makes choosing the right keywords for your resume one of the highest-leverage edits you can make.
The catch is knowing whichkeywords matter for your target role. Generic keyword lists recycle the same advice without evidence. The role pages below are different: each one reports the exact resume keywords measured across hundreds of real S&P 500 postings in that role family, ranked by how often they appear.
How to find the right keywords for your resume
Start with the posting in front of you — it is always the most important source. Pull the recurring skills, tools, and qualifications from the job description, then cross-check against the role page below to catch high-frequency keywords the posting implies but doesn't spell out. Only include a keyword if it's truthful for you, and attach each one to a real achievement rather than a bare skills list; our keyword placement guide covers exactly where they belong.
To see which keywords you're missing against a specific posting, paste both into the free resume checker — it scores your keyword match instantly, no signup. Then browse the role pages below for the data-backed terms in your field.
Software Engineer resume keywords
1,639 postings · 83 companies · median 5 yrs experience
Top terms: Python, Cross-functional collaboration, Stakeholder management, Java…
Data Scientist resume keywords
332 postings · 56 companies · median 6 yrs experience
Top terms: Cross-functional collaboration, Python, Stakeholder management, SQL…
Sales resume keywords
1,091 postings · 63 companies · median 5 yrs experience
Top terms: Pipeline management, Forecasting, SaaS, Account management…
Marketing resume keywords
185 postings · 46 companies · median 7 yrs experience
Top terms: Cross-functional collaboration, Campaign management, Brand management, Stakeholder management…
Product Manager resume keywords
175 postings · 37 companies · median 6 yrs experience
Top terms: Roadmap, Cross-functional collaboration, Stakeholder management, Product strategy…
Finance resume keywords
256 postings · 65 companies · median 6 yrs experience
Top terms: Stakeholder management, Cross-functional collaboration, Compliance, CPA…
Operations resume keywords
421 postings · 75 companies · median 5 yrs experience
Top terms: Stakeholder management, Cross-functional collaboration, Compliance, Process improvement…
Customer Service resume keywords
95 postings · 30 companies · median 1 yrs experience
Top terms: Customer success, SaaS, Account management, Negotiation…
Why measured beats guessed
Recruiters search their ATS for literal terms, so the difference between "collaborated cross-functionally" and the exact phrase a posting uses decides whether you appear in results. These pages come from the same dataset as our S&P 500 ATS study. To check your own resume against a specific posting, use the free resume checker — instant, no signup.
Data snapshot: 2026-06-17.