The skills to put on a resume are the eight to fifteen that the job posting asks for and that you can prove somewhere else on the page. That second half is where most resumes fail: in 44,255 resumes we checked, 63.4% listed skills in a Skills section that never appeared in a single experience, project or summary line, and the keyword category scored an average of just 24 out of 100. A skills list an ATS can match and a recruiter can believe has three properties: it uses the posting's exact terms, it groups hard skills by type, and every item is backed by a bullet. This guide gives you 200+ skills for a resume by job, the format that parses, and the evidence rule that turns a list into a shortlist.
Skills on resumes: what the data shows (44,255 ATS checks)
- 63.4%
- of resumes list skills that are never mentioned in experience, projects or summary
- 24%
- average score in the keyword-optimisation category, the weakest of the ten we score
- 86.5%
- of resumes scored "needs improvement" or worse on keywords
- 16.3%
- of PDFs put skills in images (bars, dots, ratings) the parser strips out entirely
Full breakdown in the ATS resume statistics report. The practical consequence: the Skills section is not where you win; it is where you get matched. The proof lives in the bullets.
How many skills to put on a resume, and which kind

Employers say the same thing from the other side of the desk. In NACE’s Job Outlook 2026 Spring Update, the skills recruiters look for on entry-level resumes are led by teamwork, problem-solving and communication, and more than half of the employers surveyed named ten or more skills they want to see. The report is blunt about how they want to see them: listing the skill is not enough, they are looking for the example. That is the same gap our own data shows from the file side, where 63.4% of resumes list a skill that appears nowhere else on the page.
| Question | Answer | Why |
|---|---|---|
| How many? | 8–15 in the Skills section; more only for technical roles with long tool lists (group them) | Recruiters scan; ATS matches on presence, not count |
| Hard or soft? | Skills section: hard skills only. Soft skills go in bullets, as behaviour with a result | A listed "leadership" matches nothing; "led a team of 6 to ship X" does |
| Where? | After the summary for technical and fresher resumes; after experience for senior non-technical roles | Put what the reader screens on first |
| Which words? | The posting's exact terms, including the acronym and the long form once (SQL, Structured Query Language is not needed; "ATS" and "applicant tracking system" both, once) | Parsers match strings, and some job descriptions use one form only |
| Format? | Plain text, grouped by category, separated by commas or bullets. No bars, dots, percentages or icons | 16.3% of resumes put skills in images the parser cannot read |
The skills section format that parses and reads
Group labels are not keywords; they are for the human reader. Keep them short and standard: Languages, Tools, Platforms, Methods, Certifications. Put the strongest group first. If a skill is on the list, it must be in a bullet: "Built a Power BI dashboard used weekly by 3 regional heads" is the evidence for "Power BI"; without it, the checker (and a good recruiter) treats the skill as unproven.
Two shortcuts, both free to try: the keyword optimizer reads a posting and lists the skills it asks for that your resume does not mention, and the job match score tells you how close the whole document is before you spend an evening rewriting it.
Skills for a resume by job (200+ examples)
Each row lists the hard skills recruiters and parsers look for in that role in 2026 and the two or three soft skills worth evidencing in bullets. Use the posting to pick; do not paste a whole row.
| Job | Hard skills (Skills section) | Soft skills (prove in bullets) |
|---|---|---|
| Software developer | Java, Python, JavaScript/TypeScript, Spring Boot, React, Node.js, REST APIs, SQL, Git, Docker, CI/CD (GitHub Actions), unit testing (JUnit, pytest), AWS/Azure basics, Agile/Scrum | Code review, debugging under pressure, estimation |
| Data analyst | SQL (joins, window functions), Excel (pivot tables, Power Query), Python (pandas), Power BI/Tableau, statistics (hypothesis testing, regression), A/B testing, data cleaning, dashboard design | Stakeholder questioning, explaining results, prioritisation |
| Data scientist / ML engineer | Python, scikit-learn, PyTorch/TensorFlow, feature engineering, model evaluation, SQL, Spark, MLflow, Docker, experiment design, LLM APIs, prompt evaluation | Problem framing, trade-off communication |
| Software tester / QA | Manual test design (BVA, ECP), Selenium/Playwright, TestNG/pytest, Postman/REST API testing, JIRA, TestRail, SQL for data validation, regression and smoke testing, ISTQB | Attention to detail, defect reporting clarity |
| DevOps / cloud | Linux, AWS/Azure/GCP, Terraform, Docker, Kubernetes, CI/CD (Jenkins, GitHub Actions), monitoring (Prometheus, Grafana), Bash/Python scripting, networking basics, incident response | On-call discipline, documentation |
| IT support / network | Windows Server, Active Directory, Microsoft 365, ticketing (ServiceNow, Freshdesk), networking (TCP/IP, DNS, DHCP), CCNA, hardware troubleshooting, ITIL basics, remote support tools | Patience, clear instructions, SLA focus |
| Digital marketing | Google Ads, Meta Ads, GA4, SEO (on-page, technical basics), keyword research, Google Search Console, email marketing (Mailchimp, HubSpot), landing-page testing, Canva, copywriting, reporting (Looker Studio) | Creative testing, budget discipline |
| Content writer / SEO | SEO writing, keyword research, WordPress, Google Search Console, content briefs, editing (AP/Chicago style), CMS, basic HTML, AI-assisted drafting with fact-checking | Meeting deadlines, taking edits |
| Sales executive / BDE | B2B prospecting, cold calling, discovery, demo delivery, negotiation, CRM (Salesforce, HubSpot, Zoho), pipeline forecasting, proposal writing, LinkedIn Sales Navigator | Resilience, listening, follow-through |
| Customer support / BPO | Ticketing (Zendesk, Freshdesk), CRM, chat and voice support, typing 40+ wpm, FCR and AHT management, escalation handling, product knowledge, English/regional-language fluency, shift flexibility | Empathy, de-escalation, patience |
| Accountant / finance | Tally Prime, QuickBooks, SAP FICO, GST and TDS compliance, month-end close, bank reconciliation, AP/AR, financial statements, Excel (advanced), audit support, IFRS/Ind AS basics | Accuracy, deadline management |
| Financial analyst | Financial modelling (DCF, comparables), Excel (advanced), Power BI, SQL basics, variance analysis, budgeting and forecasting, Bloomberg/Capital IQ, PowerPoint | Judgment, concise presentation |
| HR executive / recruiter | Sourcing (LinkedIn Recruiter, Naukri RMS), ATS (Greenhouse, Workday, Zoho Recruit), interviewing, onboarding, HRIS, payroll basics, labour-law basics, employee engagement, Excel reporting | Discretion, judgement of fit, communication |
| Project manager | Project planning, risk management, budgeting, Agile/Scrum, Jira, MS Project, stakeholder reporting, vendor management, PMP/PRINCE2, change management | Facilitation, negotiation, calm under slippage |
| Business analyst | Requirements elicitation, BRD/FRD, user stories, BPMN, UML, SQL, Jira/Confluence, UAT planning, gap analysis, stakeholder workshops, CBAP/PMI-PBA | Questioning, ambiguity tolerance |
| Product manager | Roadmapping, user research, PRDs, prioritisation frameworks (RICE), SQL/analytics (Mixpanel, Amplitude), A/B testing, wireframing (Figma), go-to-market, OKRs | Influence without authority, decision writing |
| Teacher | Lesson planning, curriculum design (CBSE/ICSE/IB), classroom management, formative assessment, differentiated instruction, Google Classroom, LMS, parent communication, subject expertise | Patience, clarity, adaptability |
| Nurse | Patient assessment, medication administration, IV therapy, EHR/EMR charting, infection control, BLS/ACLS, wound care, triage, patient education, ICU/ER protocols | Composure, empathy, teamwork |
| Pharmacist | Dispensing, drug-interaction checks, inventory management, pharmacy software, patient counselling, regulatory compliance (Schedule H/H1), cold-chain handling | Accuracy, counselling clarity |
| Mechanical engineer | AutoCAD, SolidWorks/CATIA, ANSYS, GD&T, DFMEA, tolerance analysis, manufacturing processes (CNC, casting, welding), Six Sigma, PLM tools | Cross-functional coordination |
| Civil / site engineer | AutoCAD, STAAD.Pro, Revit, quantity estimation, bar-bending schedules, site supervision, quality control (IS codes), MS Project, safety compliance, contract basics | Coordination with contractors, reporting |
| Electrical engineer | MATLAB/Simulink, PLC (Siemens/Allen-Bradley), SCADA, AutoCAD Electrical, power systems, protection relays, ETAP, panel design, IEC/IS standards | Safety discipline, troubleshooting |
| Administrative assistant | Calendar management, travel booking, MS Office (Word, Excel, PowerPoint), Google Workspace, minute-taking, expense reporting, vendor coordination, document control, phone etiquette | Discretion, prioritisation, follow-up |
| Retail associate / cashier | POS systems, cash handling, inventory counts, visual merchandising, loyalty programme enrolment, upselling, returns processing, opening/closing procedures | Friendliness, speed with accuracy |
| Hospitality (F&B, front office) | PMS (Opera), POS (Micros), reservations, upselling, F&B service standards, wine and menu knowledge, cash handling, guest-complaint resolution, OTA management | Composure, warmth, attention |
| Graphic / UX designer | Figma, Adobe Illustrator, Photoshop, InDesign, typography, brand systems, prototyping, user research, usability testing, design systems, motion basics (After Effects) | Taking critique, presenting rationale |
| Electrician / technician | NEC or IS wiring codes, panel installation, conduit bending, blueprint reading, multimeter and megger testing, PLC basics, preventive maintenance, OSHA/safety certification | Reliability, safety-first habits |
| Driver / logistics | Commercial licence class, route planning, GPS/telematics, vehicle inspection, load securing, delivery apps, hours-of-service compliance, defensive driving | Punctuality, customer courtesy |
| Fresher / student (any field) | Degree core subjects, MS Office/Google Workspace, one programming or analysis tool if relevant, typing speed, language fluency, certifications with exams (NPTEL, Google, AWS), project tools (Git, Canva, Excel) | Learning speed, reliability, teamwork (with a project example) |
Three finished resumes where every skill in the section is proved by a bullet above it. Open one in the builder to see how the two halves line up.
Data Analyst
Why this resume works:
- Built 8 Tableau dashboards as a Goldman Sachs Data Analytics intern, surfacing $480K in cross-desk margin leakage
- Wrote 40+ SQL queries against a Snowflake warehouse and shipped a weekly retention report saving 4 hours per analyst
- B.S. in Statistics from UCLA, 3.8 GPA, Google Data Analytics Certificate and Microsoft PL-300 (Power BI)
Registered Nurse
Why this resume works:
- 99.4% medication accuracy managing a 1:5 patient ratio at NYU Langone Health
- 22% reduction in 30-day readmissions through structured discharge education and post-discharge follow-up protocols
- 96th-percentile Press Ganey patient satisfaction score for two consecutive quarters
Digital Marketing Manager
Why this resume works:
- Owns blended ROAS, MER and CAC across a multi-channel 2026 mix
- Manages $6M+ paid budget with agency partners (Tinuiti, Wpromote)
- Runs quarterly planning, MMM cadence and creative reviews
Soft skills on a resume: where they go and how to prove them
If you are unsure which soft skills a particular occupation is actually expected to have, do not guess from a listicle: the Occupational Outlook Handbook publishes an "Important Qualities" list for every occupation it covers, written by the US Bureau of Labor Statistics rather than by a resume site. It is a good source for the wording, and a good filter for what to leave out.
Soft skills belong in bullets, described as behaviour with a result, not as words in the Skills section. An ATS does not match "communication"; a recruiter does not believe it. The translation table below is how to write them.
| Instead of listing | Write a bullet like |
|---|---|
| Communication | "Presented weekly status to 3 client stakeholders; escalations dropped from 5 to 1 per month" |
| Leadership | "Led a team of 6 through a 4-month migration delivered 2 weeks early" |
| Problem solving | "Diagnosed a 20% checkout drop to a payment-gateway timeout; fix restored conversion in 2 days" |
| Teamwork | "Paired with QA on test design; release defects fell 35% over two sprints" |
| Time management | "Handled 60–80 enquiries per day and closed the daily log by 6 pm every day for 6 months" |
| Adaptability | "Took over a second territory mid-quarter and still hit 104% of the combined target" |
| Attention to detail | "Posted 1,100+ entries per month with zero audit corrections at year-end close" |
Resume keywords: how to pull them from the job description
- Copy the posting into a document. Highlight every tool, method, certification and noun phrase that appears in Requirements or Responsibilities. Those are the ATS keywords; the adjectives are not.
- Note the exact form. If the posting says "Microsoft Excel", write "Microsoft Excel" at least once, not only "Excel". Include both an acronym and its long form once when both are common ("SEO (search engine optimisation)").
- Rank by repetition and position. A term that appears in the title, the first paragraph and the requirements is the one to match in your summary, skills and at least one bullet.
- Match honestly. Add a keyword only if you have used it; interviews check. Adjacent experience goes in a bullet as adjacent ("similar to Tableau" is fine, "Tableau" is not).
- Do not stuff. 17.8% of resumes in our data repeat a term beyond natural use, and white-text keywords are reported as a problem, not a tactic.
The resume keyword optimizer does steps one to three from a pasted posting, and the job match score shows which of the posting's terms your resume already contains and which are missing.
Transferable skills for career changers and freshers
A transferable skill is a hard skill from one context that the new role also names. Excel modelling from a finance internship transfers to operations analytics; classroom assessment design transfers to instructional design; retail inventory counts transfer to warehouse operations. Write them in the target role's vocabulary and evidence them with the original number. What does not transfer is a soft skill with no story attached: "adaptable" from a career changer reads as a plea, "took over a second territory mid-quarter and hit 104%" reads as proof.
Skills section mistakes that cost points
Do this
- 8–15 grouped hard skills in the posting's words
- Every listed skill appears in a bullet
- Certifications with exams listed separately
- Languages with a level (fluent, native, B2)
- Plain text, commas or bullets
Avoid this
- Skill bars, star ratings, percentages, icons
- "MS Word" and "Internet" on a professional resume
- A 40-item wall of tools you used once
- Soft skills as a list ("hardworking, team player")
- A skill named at the top that appears nowhere else
See which of your skills are backed by evidence
The free ATS checker flags every skill in your Skills section that never appears in a bullet, alongside 33 other checks. Upload your resume; no account needed.
Check my resumeSkills for a resume: questions people ask
What are the best skills to put on a resume?
How many skills should I list on a resume?
Should I put soft skills on my resume?
What skills should a fresher put on a resume?
What are ATS keywords for a resume?
Should I rate my skills (beginner/intermediate/expert) or use skill bars?
Where should the skills section go?
Build a resume where every skill is backed by a bullet
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