Resume Writing
By Andrew Johnson · OneTwo Resume editorial team10 min read

Hard Skills for a Resume: 150+ Examples by Job Family (and How to Prove Them)

Hard skills are the teachable, testable abilities a job requires. A list of 150+ by job family, the hard-vs-soft distinction in one table, and how to turn each skill into a bullet a recruiter believes.

Updated September 19, 2026.

In short: hard skills are teachable, measurable abilities that can be tested or certified — SQL, GAAP accounting, phlebotomy, forklift operation, Python, Spanish. On a resume, list 8 to 15 that the job posting actually asks for, in a skills section grouped by category, using the posting's own wording. Then prove the most important ones inside your experience bullets, because a skill that appears only in a list is a claim, and a skill inside an achievement is evidence.

What are hard skills on a resume?

Hard skills are the specific, learnable abilities needed to do a particular job, which someone else can verify: through a test, a certificate, a portfolio, a work sample or a technical interview. If you can finish the sentence "I can prove I know this by…", it is a hard skill.

They fall into five practical groups, which is also a sensible way to organize a skills section:

  • Tools and software — Excel, Salesforce, AutoCAD, Epic, Figma, QuickBooks
  • Technical methods — financial modeling, A/B testing, CNC programming, wound care, SEO audits
  • Languages, human and programming — Spanish, Mandarin, Python, SQL, JavaScript
  • Domain knowledge and regulations — GAAP, HIPAA, OSHA standards, building codes, FERPA
  • Licences and certifications — CPA, RN, PMP, CDL, AWS certifications, Series 7

What is the difference between hard skills and soft skills?

Hard skills are what you can do; soft skills are how you work. A hard skill is job-specific and testable. A soft skill — communication, judgment, reliability — applies to almost any job and shows up only in behavior. Both matter, but they belong in different places on the page.

QuestionHard skillsSoft skills
What are they?Teachable, job-specific abilitiesInterpersonal and self-management habits
ExamplesSQL, bookkeeping, welding, IV insertion, FigmaCommunication, teamwork, adaptability, time management
How they are learnedCourses, training, certification, practiceExperience, feedback, coaching
How they are verifiedTests, licences, portfolios, work samplesReferences, interviews, a track record
How screening treats themMatched against the posting as keywordsRarely searched for; judged by a human
Where they go on a resumeSkills section and experience bulletsShown through bullets, almost never listed
What a bare list provesThat you claim the keywordNothing — "team player" is unverifiable

The practical consequence: spend your skills section on hard skills. Writing "excellent communicator" uses a line and proves nothing; a bullet that says you presented quarterly results to a 40-person leadership group proves it without using the word.

What are good examples of hard skills for a resume?

The right hard skills are the ones the posting names that you genuinely have. Use this table to jog your memory, not as a list to paste — each row is a starting point for one job family.

Job familyHard skills employers commonly ask for
Software engineeringPython, Java, JavaScript/TypeScript, SQL, REST APIs, Git, Docker, Kubernetes, AWS, CI/CD, unit testing, system design
Data and analyticsSQL, Python (pandas), R, Tableau, Power BI, Excel modeling, statistics, A/B testing, ETL, dbt, data warehousing, machine learning basics
IT and cybersecurityActive Directory, networking (TCP/IP, DNS), Linux and Windows administration, Microsoft 365, ticketing systems, SIEM tools, vulnerability scanning, incident response, scripting
Accounting and financeGAAP, financial modeling, month-end close, accounts payable and receivable, reconciliations, QuickBooks, NetSuite, SAP, forecasting, variance analysis, tax preparation, audit
MarketingSEO, Google Analytics, paid search and paid social, email automation (HubSpot, Mailchimp), CRM, copywriting, marketing analytics, conversion optimization, content management systems
SalesSalesforce, pipeline management, prospecting, product demos, contract negotiation, forecasting, territory planning, CPQ tools, outreach sequencing
Healthcare and nursingPatient assessment, medication administration, IV insertion, phlebotomy, wound care, Epic or Cerner charting, BLS and ACLS, triage, HIPAA compliance
Administrative and officeCalendar management, Microsoft Office, Google Workspace, data entry, travel coordination, expense reporting, bookkeeping basics, minute taking, records management
Customer serviceZendesk, CRM software, ticket triage, live chat, order management, returns processing, call-center phone systems, knowledge-base writing
EducationCurriculum design, lesson planning, classroom technology (Google Classroom, Canvas), assessment design, IEP documentation, differentiated instruction, student data analysis
Project managementScheduling, budgeting, risk registers, Agile and Scrum, Jira, MS Project, stakeholder reporting, vendor management, scope control
DesignFigma, Adobe Creative Cloud, wireframing, prototyping, typography, design systems, user research, usability testing, accessibility standards
Skilled tradesBlueprint reading, electrical wiring, MIG and TIG welding, HVAC diagnostics, plumbing codes, precision measuring tools, forklift operation, OSHA safety procedures
Logistics and operationsInventory management, warehouse management systems, ERP software, demand planning, route planning, lean methods, quality control, procurement
Hospitality and food servicePOS systems, food safety certification, inventory and ordering, cash handling, reservation systems, scheduling, cost control
Legal and complianceLegal research (Westlaw, LexisNexis), contract drafting, document review, e-discovery tools, regulatory filings, case management software, citation checking, policy writing
Human resourcesHRIS (Workday, ADP), full-cycle recruiting, applicant tracking systems, benefits administration, payroll, employment-law compliance, compensation analysis, onboarding

For a worked, role-level version of this, see the skills taxonomy on our Python developer resume example, or browse the full library of resume examples for your own title.

How do you prove a hard skill in a resume bullet?

Put the skill inside an achievement: action verb, the skill or tool, what you applied it to, and the result. The skills section tells a reader what to look for; the bullet is where they decide whether to believe it.

The lines below are illustrations of the pattern, not real people's results — replace every number with your own, and use scope (how many, how often, how large) when you have no percentage.

Hard skillListed onlyProven in a bullet
SQLSQLWrote SQL queries joining 6 tables to build a weekly churn report, replacing a manual spreadsheet process that took 4 hours
Excel modelingAdvanced ExcelBuilt a 3-statement Excel model used by the CFO to evaluate two acquisition targets
SalesforceSalesforce CRMRebuilt Salesforce lead-routing rules so inbound leads reach the right rep within the same hour
PhlebotomyPhlebotomyPerformed 25 to 30 venipunctures per shift in an outpatient lab, following two-identifier patient verification on every draw
SEOSEORan a technical SEO audit of 400 pages and fixed indexing errors on the product catalogue
PythonPythonAutomated invoice matching with a Python script (pandas), cutting month-end reconciliation from 2 days to half a day
Forklift operationForklift certifiedOperated sit-down and reach forklifts to move 60+ pallets per shift with zero recordable incidents over 18 months
SpanishSpanish (fluent)Handled Spanish-language escalations for a 12-person support team, including written refund decisions

Three habits make this easier: start from the posting's top five requirements and write one bullet for each; when you have no metric, give scale and frequency; and if a bullet reads flat, run it through the free bullet point rewriter or pick a stronger verb from our resume synonyms library.

Where should hard skills go on a resume?

In three places, in this order of importance: experience bullets, a dedicated skills section, and the summary.

1.Experience bullets — the proof. Every must-have skill from the posting should appear in at least one bullet from a recent role.

2.Skills section — the index. Group 8 to 15 hard skills under two to four labels (for example Languages, Tools, Methods, Certifications) so both a recruiter and a parser can find them in one place.

3.Summary — the headline. Name the two or three hard skills that define you for this role.

Licences and certifications that are legally or practically required (RN, CPA, CDL, security clearances) also go in their own section, and next to your name if the field expects it. Formatting details — columns, separators, how many to list, whether to show proficiency levels — are covered step by step in our guide on how to list skills on a resume.

How do ATS and recruiters match hard skills?

Mostly by comparing the words on your resume with the criteria in the job description — which is why exact wording matters more for hard skills than for anything else on the page. In Harvard Business School and Accenture's 2021 report Hidden Workers: Untapped Talent, more than 90% of surveyed employers said they use their recruiting management system to initially filter or rank candidates, and 88% agreed that qualified high-skills candidates are vetted out because they do not match the exact criteria in the job description.

What that means in practice:

  • Mirror the posting's wording. If it says "accounts payable," do not write only "AP." If it says "Microsoft Excel," do not write only "spreadsheets."
  • Write acronyms both ways once. "Search engine optimization (SEO)," "Generally Accepted Accounting Principles (GAAP)."
  • Name versions and flavors when the posting does. "PostgreSQL," "Python 3," "Epic Ambulatory."
  • Never list a skill you cannot discuss. Keyword stuffing survives a filter and dies in the first interview question.

What it does not mean: there is no sourced evidence that software throws away three-quarters of resumes. We traced that figure and the other common ones in our ATS statistics source check. For finding the right terms, see how to find ATS resume keywords by industry, or let the resume tailoring tool compare your resume with a posting.

How many hard skills should you list?

Between 8 and 15 in the skills section, all relevant to the role you are applying for. That is a working guideline rather than a researched threshold: fewer than eight usually means you have under-read the posting, and more than fifteen starts to bury the ones that matter. Cut anything assumed for the role (email, "internet research," Microsoft Word for an office job with five years' experience) and anything you last used a decade ago.

What if you do not have the hard skills a job asks for?

Apply if you meet most of the must-haves, never claim a skill you lack, and close the most important gap in a way you can show. A short course with a finished project, a certification, or volunteer work that used the tool all create a truthful line for your resume. If you are changing fields, start from what carries over — our guide to identifying transferable skills walks through the mapping — and remember that hard skills with a salary premium are worth learning deliberately; see technical skills that justify a higher salary.

When you are ready to assemble the page, the AI resume builder formats a grouped skills section in a single-column, parser-friendly layout.

Frequently asked questions

Are hard skills and technical skills the same thing?

Nearly. Technical skills are the subset of hard skills tied to technology, engineering or science — programming languages, lab methods, CAD. Hard skills is the wider term: bookkeeping, a foreign language, a commercial driving licence and phlebotomy are all hard skills, though most people would not call them technical.

Should I put soft skills on my resume at all?

Show them rather than list them. A skills section full of words like "motivated" and "team player" cannot be verified and is rarely searched for. Put the behavior in a bullet — who you worked with, what you resolved, what you presented — and let the reader draw the conclusion. The exception is a posting that names a soft skill as a requirement; then use its wording once, inside a bullet.

Is Microsoft Office a hard skill?

Yes, but only list it when it carries information. "Microsoft Office" on a mid-career office resume tells the reader nothing. Specific capability does: Excel pivot tables and lookups, PowerPoint decks for executive audiences, Word mail merge, Outlook calendar management for multiple executives.

How do I list hard skills with no work experience?

Use coursework, projects, certifications, volunteering and part-time jobs as the evidence. A class project where you built a database, a food-handler certificate, or a cash register you balanced every night are all legitimate proof. List the skill, then write one bullet under Projects or Education that shows it in use.

Should I rate my hard skills with bars or percentages?

No. A bar that says you are "80% Python" has no scale behind it, and graphics like skill bars are the kind of element text parsers often cannot read. If level matters — languages are the main case — use recognized words instead: native, fluent, professional working proficiency, conversational.

Do certifications count as hard skills?

They are proof of hard skills. List the certification by its exact name with the issuing body and year, and put required licences where they cannot be missed. If a certification is in progress, say so with the expected completion date.

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