Free forever: 5 resume reviews + 10 AI actions every month. Claim your free spot →
ReachRole

ATS Keyword Trends

Discover the skills and keywords applicant tracking systems screen for, grouped by role and category so you can tell which ones actually apply to you.

In this list

The keywords ATS filters screen for

Review prompts grouped by role and category — not market statistics.

Role lists13
Categories10
Keywords88
Check my keywords

Top keywords to review

Curated from 13 role lists and 10 keyword categories on this page. These are review prompts, not market statistics.

React Technical skills 3 of 13 role lists
TypeScript Technical skills 2 of 13 role lists
SQL Technical skills 4 of 13 role lists
Python Technical skills 1 of 13 role lists
Kubernetes Technical skills 1 of 13 role lists
CI/CD Technical skills 3 of 13 role lists
system design Technical skills 1 of 13 role lists
incident response Collaboration signals 1 of 13 role lists
accessibility Quality and testing 2 of 13 role lists
test automation Technical skills 1 of 13 role lists
LLM integration Technical skills 0 of 13 role lists
data storytelling Data and analytics 1 of 13 role lists
dashboarding Data and analytics 1 of 13 role lists
A/B testing Data and analytics 2 of 13 role lists
stakeholder management Collaboration signals 1 of 13 role lists
roadmap prioritisation Design and research 1 of 13 role lists
user research Design and research 2 of 13 role lists
design systems Design and research 2 of 13 role lists
conversion optimization Data and analytics 1 of 13 role lists
campaign attribution Data and analytics 1 of 13 role lists
financial modelling Data and analytics 1 of 13 role lists
variance analysis Data and analytics 1 of 13 role lists
vendor management Collaboration signals 1 of 13 role lists
compliance reporting Domain and industry terms 1 of 13 role lists

Keywords by role

Pick the role you are targeting.

KeywordCategoryShared with
JavaScript Technical skills 0 other roles
TypeScript Technical skills 1 other role
React Technical skills 2 other roles
Node.js Technical skills 1 other role
API design Technical skills 2 other roles
unit testing Quality and testing 0 other roles
system design Technical skills 0 other roles
CI/CD Technical skills 2 other roles

Use engineering keywords inside shipped-work bullets, not only in a skills list.

See the Software Engineer resume example

Keyword categories

Technical skills
React TypeScript Python SQL Node.js Kubernetes Docker Terraform API design machine learning test automation CI/CD JavaScript CSS system design caching message queues authentication database indexing rate limiting infrastructure as code LLM integration feature engineering responsive layout

Technical skills should be accurate, current, and repeated where experience proves them.

Tools and platforms
Figma Power BI Selenium Cypress HRIS Excel modelling Jira Git deployment monitoring observability CI integration

Name the tool only where the work is worth describing. A tool list without context invites questions you cannot answer.

Data and analytics
dashboarding A/B testing cohort analysis experiment design data cleaning metrics definition attrition analysis marketing analytics forecasting model evaluation data storytelling reporting automation campaign attribution conversion optimization SEO compensation benchmarking variance analysis financial modelling budgeting scenario planning

Analytics terms carry weight when the resume also names the decision the analysis changed.

Impact verbs
shipped reduced migrated automated negotiated consolidated recovered launched cost optimisation

Lead the bullet with the verb, then the mechanism, then the result. Responsibility verbs like handled and assisted weaken it.

Collaboration signals
stakeholder management cross-functional mentoring code review handoff documentation incident response release sign-off requirement writing stakeholder reporting backlog grooming go-to-market onboarding performance management employee relations policy design talent acquisition vendor management month-end close

These terms only help when attached to a named counterpart — which team, which function, which decision.

Domain and industry terms
payments logistics healthcare fintech e-commerce SaaS marketplace compliance reporting

Domain words match you to teams solving problems you already understand, which most candidates leave off entirely.

Certifications and education
AWS Certified Google Analytics PMP Scrum Master CFA SHRM ISTQB Meta Front-End

List only current credentials, with the year. An expired certification reads worse than none.

ATS hygiene
single column standard headings PDF export plain text dates no text boxes no header images consistent job titles spelled-out acronyms

These are formatting decisions, not keywords to list. They decide whether the parser ever sees the rest.

Quality and testing
unit testing component testing end-to-end testing regression testing test strategy defect triage performance budgets accessibility

Testing terms are read for what they replaced. Name the manual work the automation removed, or the defect class it caught.

Design and research
user research usability testing prototyping interaction design design systems content strategy positioning roadmap prioritisation lifecycle email paid acquisition

Research and design words land when the resume also shows what the finding changed — a flow, a default, a decision.

How to use these keywords without stuffing

  • Mirror job description language only when it truthfully describes your experience.
  • Place a keyword next to the work that proves it — a skills list alone gives the reader nothing to verify.
  • Spell out an acronym once alongside its short form, since a filter may match only one of them.
  • Match the posting's exact phrasing where a synonym would be parsed as a different string.
  • Drop any keyword you could not answer two follow-up questions about.
  • Repeat your two or three most important terms across summary and experience, not eight terms once each.
  • Check the parsed output, not the design — if the parser loses your dates, an experience filter drops you silently.
  • Re-scan after editing, so you can tell whether the change moved the score or just moved words around.

Want to know which of these you are missing?

Scan your resume against a real job description and get the gap list for your own target role.

Check my resume

The full guide to ats keyword trends

How to use everything above on a real application.

How to use ATS keyword trends without gaming the system

ATS keyword work is not about hiding terms in a resume or copying a job description line by line. The practical goal is alignment: your resume should use the same professional language as the roles you want, while still describing work you can explain in an interview. When a hiring team searches for React, SQL, stakeholder management, or incident response, they are usually looking for evidence that the candidate has done that work in a real environment.

Start with the job description and mark three groups: required skills, repeated nouns, and business outcomes. Required skills are tools or capabilities the employer clearly expects. Repeated nouns reveal how the company frames the role. Outcomes show what the team is trying to improve. A strong resume connects all three: the tool you used, the work you performed, and the result or decision it supported.

  • Rewrite vague bullets before adding new keywords.
  • Keep keywords near proof, not isolated in a long list.
  • Use the employer's wording when it is accurate and natural.

A practical keyword workflow before applying

Before you apply, compare your resume against the specific posting instead of a generic role template. If a frontend role repeatedly mentions accessibility, component libraries, performance, and TypeScript, your resume should show those signals if you have them. A bullet such as 'Built reusable React components' is less convincing than 'Built accessible React and TypeScript components for checkout forms, reducing validation defects after release.' The second version gives the ATS more relevant terms and gives the recruiter more substance.

Do not overfit every resume to one posting. Keep a strong base resume for each target role, then tailor the top skills, summary, and three to five bullets for each application. This preserves consistency while improving match quality.

Keyword categories that deserve attention

Hard skills are easiest to identify, but they are not the only terms that matter. Senior candidates often miss leadership and operating keywords such as roadmap, migration, incident response, mentoring, cost reduction, documentation, and stakeholder alignment. Career switchers often need transferable language: customer discovery, process improvement, reporting, automation, analysis, and project coordination.

Freshers and early-career candidates should prioritize projects, coursework, internships, and tools they can demonstrate. A small number of well-supported keywords beats a crowded skills section that appears copied from a tutorial list.

  • Technical terms show capability.
  • Action verbs show ownership.
  • Domain terms show relevance.
  • Outcome terms show business value.

How ReachRole helps after you find the right keywords

Once you understand the important keywords, the next step is deciding what to change first. ReachRole can compare your resume with a target role, identify missing terms, surface weak bullets, and help you generate a clearer version. Use the score as a prioritization tool rather than a vanity number: fix the highest-impact gaps, rescan, and apply with a resume that reads naturally to both software and people.

How to review a job description before editing your resume

Read the job description in passes. In the first pass, identify knockout requirements: tools, years of experience, domain exposure, location constraints, and qualifications that appear mandatory. In the second pass, mark repeated words. Repetition usually reveals what the hiring team cares about most. In the third pass, separate responsibilities from outcomes. Responsibilities tell you what the role does; outcomes tell you what the team is trying to improve.

Once you have that map, edit the resume in priority order. Start with the headline or summary if it does not match the target role. Then update the skills section so the most relevant skills appear first. Finally, rewrite experience bullets so the most important keywords appear inside proof. This order keeps the resume readable and prevents the common mistake of adding a large skills block while leaving the actual experience vague.

What not to do with ATS keywords

Do not paste hidden keywords, use white text, or add every tool from the posting. Recruiters can see when a resume is optimized beyond the candidate's actual experience. Over-optimization also creates interview risk because every visible claim can become a follow-up question. The strongest resume is specific, honest, and aligned with the role. If you have used a tool lightly, say where you used it and avoid presenting it as a core strength.

Keyword work should make the truth easier to find. If a recruiter spends twenty seconds on your resume, they should quickly understand your target role, strongest skills, relevant projects, and evidence of impact. ReachRole helps by turning this review into a repeatable scan instead of a guessing exercise before every application.

FAQ

Questions job seekers ask before using this resource

Should I add every keyword from a job description?

No. Add the keywords that match your real skills and experience. A resume that matches every term but cannot be defended in an interview creates risk.

Where should ATS keywords go?

Use a compact skills section, then prove the most important keywords in experience, projects, and achievements. Context matters more than repetition alone.

Can I use acronyms and full terms together?

Yes, when space allows. For example, write search engine optimization (SEO) once, then use SEO later. This improves matching and human clarity.

How often should I update keywords?

Update keywords whenever your target role changes or a job description repeatedly asks for tools you genuinely use but have not named clearly.

Improve your next application Start