Craft Resume AI
34 industry guides · updated July 2026

Resume Keywords by Industry

Hand-curated ATS keyword lists for 34 fields — plus how to pull the right keywords from a job description, where to place them, and the mistakes that get a resume filtered out.

What resume keywords are — and why they decide who gets read

A resume keyword is any specific term a recruiter or an applicant tracking system (ATS) scans for when deciding whether your resume matches a role: a hard skill, a named tool, a certification, a job title or an action verb. When a recruiter has 300 applications open in their ATS, they rarely read all of them — they search and filter by keyword, and the resumes that use the same words as the job description are the ones that surface.

That is why two candidates with the same experience get opposite results. One writes “managed cloud infrastructure”; the other writes “AWS”, “Terraform” and “Kubernetes” — the exact terms the posting listed. Only the second one turns up when the recruiter filters. Keywords are not about tricking software; they are about describing your experience in the vocabulary your field and the hiring team actually use.

The five kinds of keyword — and where each one belongs

Not every keyword works the same way. Hard skills and tools are what filters search for; soft skills only land as evidence inside a bullet. Use this as a placement map, then grab your field-specific terms from the industry guides below.

Keyword typeWhat it isWhere it belongsExample terms
Hard skillsThe technical, teachable abilities the role is built on.Skills section + proven inside experience bullets.
PythonFinancial modellingSIEMDemand planning
Tools & platformsNamed software and systems recruiters filter their ATS by.Skills section; name the exact product, not the category.
SalesforceFigmaSplunkSAPTableau
CertificationsCredentials some ATS filters auto-require by exact name.A dedicated Certifications line — abbreviation + full name.
CPACISSPPMPAWS Solutions Architect
Soft skillsBehavioural strengths — weak as a list, strong as evidence.Demonstrated inside a bullet, not stacked in a keyword row.
Stakeholder communicationRisk assessment
Power verbsAction words that open bullets and signal ownership.The first word of every experience bullet.
ArchitectedNegotiatedReducedMigrated

Browse ATS keyword lists by industry

Each guide is a hand-curated list of the hard skills, tools, certifications, soft skills and power verbs that recruiters and ATS filters scan for in that field — including popular ones like graphic design, data science and supply chain.

Industry guide

25+ ATS keywords for Software Engineering

Software engineering roles are keyword-heavy — recruiters and ATS filters scan for specific languages, frameworks, system-design terms, and cloud platforms. Include the exact stack the job posting lists.

Read guide →25 skills · 10 tools · 4 certs
Industry guide

22+ ATS keywords for Data Science

Data science roles blend stats, ML, and business outcomes. Hiring managers scan for specific libraries, model types, and measurable impact — always quantify what your models did (revenue, accuracy, cost saved).

Read guide →22 skills · 10 tools · 3 certs
Industry guide

20+ ATS keywords for Cybersecurity

Security resumes must list specific frameworks, tooling, and compliance certifications. Many ATS filters reject resumes missing the exact cert name the job requires — always match verbatim.

Read guide →20 skills · 11 tools · 7 certs
Industry guide

22+ ATS keywords for Cloud Computing

Cloud roles demand specific provider expertise. Listing "AWS" is too generic — call out the exact services (EKS, Lambda, RDS, S3) and the certifications tied to them.

Read guide →22 skills · 9 tools · 4 certs
Industry guide

20+ ATS keywords for DevOps

DevOps roles blend sysadmin, automation, and software delivery. Show the pipeline you built end-to-end and quantify deploy frequency, MTTR, or cost reduction.

Read guide →20 skills · 10 tools · 4 certs
Industry guide

17+ ATS keywords for Product Management

PM resumes must showcase outcomes, not activities. Recruiters scan for frameworks used, metrics moved, and cross-functional leadership — always attach a number.

Read guide →17 skills · 10 tools · 3 certs
Industry guide

17+ ATS keywords for UX Design

UX roles care about process and outcomes. Show the research methods you use, the design system contributions, and quantify conversion or usability lifts.

Read guide →17 skills · 9 tools · 3 certs
Industry guide

18+ ATS keywords for Digital Marketing

Digital marketing is channel-heavy. Call out each platform by name (Google Ads, Meta Ads, LinkedIn Ads) and quantify ROAS, CAC, and conversion lift.

Read guide →18 skills · 12 tools · 4 certs
Industry guide

15+ ATS keywords for Content Marketing

Content marketers blend writing, SEO, and analytics. Show the traffic numbers you drove, the formats you produced, and the brand voice work you led.

Read guide →15 skills · 10 tools · 3 certs
Industry guide

16+ ATS keywords for Sales

Sales resumes are entirely about numbers. State your quota, your attainment (%), and specific logos won. If you hit 120% of quota, say so in the first bullet of every role.

Read guide →16 skills · 9 tools · 3 certs
Industry guide

20+ ATS keywords for Finance

Finance resumes reward specificity: model types built, deal sizes, and accounting standards. Call out the exact ERP and GAAP/IFRS framework you worked under.

Read guide →20 skills · 10 tools · 6 certs
Industry guide

16+ ATS keywords for Accounting

Accounting resumes must list the exact standards (GAAP/IFRS), software (QuickBooks/NetSuite), and audit scope. Certifications are make-or-break — list them prominently.

Read guide →16 skills · 9 tools · 5 certs
Industry guide

15+ ATS keywords for Human Resources

HR resumes must show both strategic work (culture, D&I) and operational (payroll, benefits). List the HRIS you used and the scale — headcount managed or programs rolled out.

Read guide →15 skills · 9 tools · 5 certs
Industry guide

14+ ATS keywords for Healthcare

Healthcare resumes must list licenses, EHR systems, and specific patient populations. Compliance (HIPAA) and credentials are scanned by ATS first.

Read guide →14 skills · 6 tools · 8 certs
Industry guide

14+ ATS keywords for Nursing

Nursing resumes need active license numbers (RN/LPN), specialty areas, and patient ratios handled. EHR proficiency and BLS/ACLS certs are table stakes.

Read guide →14 skills · 5 tools · 8 certs
Industry guide

15+ ATS keywords for Teaching

Teaching resumes highlight curriculum areas, grade levels, classroom tech, and measurable student outcomes. State licensures upfront — ATS filters on them.

Read guide →15 skills · 7 tools · 5 certs
Industry guide

12+ ATS keywords for Customer Success

CSM resumes show retention, expansion, and NPS metrics. List book-of-business size (ARR managed), renewal rates, and accounts saved.

Read guide →12 skills · 8 tools · 2 certs
Industry guide

14+ ATS keywords for Graphic Design

Graphic design hiring scans for specific tools (Adobe CC, Figma), design disciplines (brand, packaging, motion), and your portfolio URL — always include it in the header.

Read guide →14 skills · 9 tools · 2 certs
Industry guide

14+ ATS keywords for Project Management

PM resumes prove outcomes. State budget size managed, timeline ("delivered 3 weeks early"), and methodology (Agile/Waterfall/Hybrid). PMP is table stakes for enterprise.

Read guide →14 skills · 8 tools · 5 certs
Industry guide

14+ ATS keywords for Supply Chain

Supply chain resumes win on specifics: tons moved, inventory accuracy %, lead time reduced. ERP systems (SAP/Oracle) must be listed.

Read guide →14 skills · 7 tools · 5 certs
Industry guide

15+ ATS keywords for Legal

Legal resumes list bar admissions, practice areas, and specific matter types. Clerkships and notable cases matter more than generic "legal research".

Read guide →15 skills · 7 tools · 4 certs
Industry guide

18+ ATS keywords for Mechanical Engineering

ME resumes highlight CAD tools, manufacturing processes, and product life-cycle stages. If you shipped a physical product, say so with volumes.

Read guide →18 skills · 8 tools · 4 certs
Industry guide

15+ ATS keywords for Civil Engineering

Civil engineering resumes list specific project types (residential, commercial, infrastructure), software (AutoCAD, Revit), and licensures (PE).

Read guide →15 skills · 6 tools · 4 certs
Industry guide

15+ ATS keywords for Electrical Engineering

EE resumes list specific subdomains (power, RF, embedded, semiconductor), simulation tools, and IEEE standards. Patents and tape-outs stand out.

Read guide →15 skills · 8 tools · 3 certs
Industry guide

15+ ATS keywords for Business Analysis

BA resumes bridge business and tech. Show the stakeholder work, the requirements docs you wrote, and the measurable process improvements delivered.

Read guide →15 skills · 8 tools · 4 certs
Industry guide

11+ ATS keywords for Management Consulting

Consulting resumes are case-heavy. Show industry, engagement size ($M), team led, and outcome — always with a metric. MBB and Big 4 names matter.

Read guide →11 skills · 6 tools · 4 certs
Industry guide

11+ ATS keywords for Recruiting

Recruiter resumes show the funnel: sourced, screened, hired. Name the ATS, sourcing platforms, and any hard-to-fill roles closed.

Read guide →11 skills · 7 tools · 4 certs
Industry guide

12+ ATS keywords for Operations

Ops resumes show efficiency: cycle time cut, cost per unit reduced, headcount you led. Lean/Six Sigma certifications are valuable if listed properly.

Read guide →12 skills · 7 tools · 4 certs
Industry guide

14+ ATS keywords for SEO

SEO resumes win on traffic numbers and ranking wins. Name the keywords you ranked, the traffic lift, and the tools you used — Ahrefs/SEMrush expertise is expected.

Read guide →14 skills · 8 tools · 3 certs
Industry guide

34+ ATS keywords for IT / Software

IT/Software is the largest umbrella category on Naukri and Indeed India — covering developers, support engineers, QA, testers, and infra roles. Indian recruiters scan for specific stacks (MERN, MEAN, .NET, SAP), notice period, and CTC fit alongside ATS keywords.

Read guide →34 skills · 12 tools · 7 certs
Industry guide

21+ ATS keywords for BPO / Call Center

BPO and voice-process resumes win on metrics: AHT, CSAT, FCR, and call volume handled. Indian recruiters look for shift flexibility, accent neutrality, and CRM tool familiarity. Quantify everything — calls per day, retention rate, escalation handled.

Read guide →21 skills · 10 tools · 4 certs
Industry guide

24+ ATS keywords for Banking & Financial Services

BFSI resumes need product-line clarity (retail banking, credit, wealth, insurance) and compliance literacy (KYC, AML, RBI/SEBI norms). Indian recruiters scan for branch banking experience, target achievement (NTB, CASA, AUM), and core banking system familiarity.

Read guide →24 skills · 8 tools · 8 certs
Industry guide

27+ ATS keywords for Pharma & Life Sciences

Pharma resumes are credential-heavy: highlight regulatory exposure (USFDA, MHRA, WHO-GMP), therapy areas, and territory/coverage numbers for medical reps. Indian pharma recruiters expect cGMP, cGLP, and audit experience clearly named.

Read guide →27 skills · 9 tools · 6 certs
Industry guide

32+ ATS keywords for Automobile & Manufacturing

Auto and manufacturing resumes win on production metrics — OEE, defect PPM, downtime reduced, cycle time improved. Indian recruiters look for OEM/Tier-1 exposure (Maruti, TATA, Mahindra, Bosch, Bajaj) and lean/Kaizen track record.

Read guide →32 skills · 9 tools · 5 certs

How to find the right keywords in a job description

  1. 1

    Mine the requirements section first

    The "requirements" or "what you’ll need" block is where the real keywords live. Highlight every hard skill, tool, platform and certification named there — those are the terms most likely to be in the recruiter’s ATS search.

  2. 2

    Prioritise anything repeated

    If a term shows up in the title, the summary and the requirements, it is core to the role. Repetition is the posting telling you what it will filter on — make sure those words appear on your resume.

  3. 3

    Match the exact wording

    ATS keyword searches are often literal. Write the term the way the posting writes it — "Kubernetes", not "K8s"; "Certified Public Accountant", not just "accountant" — and include both the abbreviation and the full form for certifications.

  4. 4

    Fill gaps from your industry list

    Open the guide for your field on this page. It gives you the common skills, tools and verbs for the role so you can add the ones you genuinely have that the posting assumed but didn’t spell out.

Where to place keywords so they actually count

A keyword buried in a wall of text does little. Put your most important terms in three places: a dedicated Skills section (fast for both software and human eyes to scan), the bullet points under each role, and your headline or summary at the top.

Keywords carry the most weight inside an achievement, because they come with proof. Follow a simple pattern — action verb + keyword + result:

Weak

Responsible for AWS and reducing costs.

Strong

Migrated billing to AWS Lambda, cutting cloud spend 30%.

Keyword mistakes that get resumes filtered out

  • Keyword stuffing. Repeating the same terms unnaturally, or pasting a giant keyword block, reads as spam to the human who makes the final call — and adds nothing an ATS rewards.

  • Hidden white text. Typing keywords in white so they’re invisible is an old trick that modern ATS parsers still read plainly. When a recruiter opens the file, it looks like deception.

  • Claiming skills you can’t back up. A keyword you can’t defend in an interview costs you more than the one you left off. Only list terms your experience actually supports.

  • Using only the abbreviation. Write "SEO (search engine optimisation)" and "PMP (Project Management Professional)". If the recruiter searches the long form and you only wrote the short one, you don’t match.

  • Sacrificing readability. A person reads the shortlist. Keep sentences natural — a resume that only makes sense to software rarely survives the human review that follows.

Resume keyword FAQs

What are resume keywords?+

Resume keywords are the specific skills, tools, certifications, job titles and action verbs a recruiter or an applicant tracking system (ATS) scans a resume for. They are the exact terms from the job description — most often hard skills like "financial modelling" or named tools like "Salesforce" — that signal you match the role.

How do I find the right keywords for my resume?+

Read the job description and mark every hard skill, tool, certification and repeated phrase. Terms in the requirements section, or ones mentioned more than once, are the ones to prioritise. Then mirror that exact wording on your resume — if the posting says "Kubernetes", write "Kubernetes", not "K8s". The industry lists on this page give you a curated starting set for your field.

Where should I put keywords on my resume?+

Spread them across three places: a dedicated Skills section, the bullet points under each job, and your headline or summary. Keywords carry more weight when they appear inside an achievement — "Reduced AWS spend 30% by migrating to Lambda" beats listing "AWS" and "cost reduction" on their own.

Should I match keywords from the job description exactly?+

Yes. Many ATS keyword searches are literal, so exact phrasing beats a synonym. Where a term has an abbreviation, include both forms — "CPA (Certified Public Accountant)" — so your resume matches whichever version the recruiter searches for.

Can too many keywords hurt my resume?+

Yes. Keyword stuffing — repeating terms unnaturally or hiding them in white text — reads as spam to a human reviewer and can be flagged by an ATS. Only include keywords you can genuinely back up, and keep the resume readable, because a person makes the final call.

Do resume keywords work for every applicant tracking system?+

The principle holds across systems: an ATS stores applications and lets recruiters search or filter them by term. Systems vary in whether they rank resumes automatically or simply return keyword matches, but in every case a resume that mirrors the job description surfaces more often than one that does not.

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