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 which keywords 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.