500+ Resume Keywords by Industry (ATS Guide 2026)

500+ Resume Keywords by Industry (ATS-Friendly Lists)

Updated for 2026 with ATS-safe formatting, keyword placement rules, an ATS keywords list, and copy-ready examples for high-demand roles.

Most resumes don’t fail because the candidate is unqualified.
They fail because they break two fast filters:

1. Matching: your resume doesn’t mirror the job description language
2. Proof: your bullets describe duties, not outcomes

This guide gives you 500+ resume keywords by industry, plus a simple workflow to use them without keyword stuffing.

Fastest check before you apply:
→ Scan your resume for missing keywords

Want to pull keywords from a job description:
→ Find keywords from a job description

Explore all keyword pages:
→ Resume Keywords by Industry
→ Top 10 resume keywords (most in-demand)

Choose Your Industry (Jump Links)

• ATS Keywords List (General)
• Sales Keywords List (ATS-Friendly)
• Logistics Resume Keywords (ATS-Friendly)
• Advertising Resume Keywords (ATS-Friendly)
• Marketing Manager Resume Keywords
• Business Analyst Resume Keywords
• Supply Chain Resume Keywords
• Wealth Management Resume Keywords
• Finance Resume Keywords
• IT and Tech Resume Keywords
• Customer Success Resume Keywords
• Operations Manager Resume Keywords
• Data Engineer Resume Keywords
• Software Engineer Resume Keywords
• Data Analyst Resume Keywords
• More Industries

In 60 seconds: paste a job description and extract the repeated keywords
→ Find keywords from a job description

ATS Keywords List (General, Cross-Industry)

Use this list when a job post is vague or when you want a clean baseline. Then add role-specific terms from the job description.

New to pulling keywords out of a job post yourself? Our resume keywords generator walks through the workflow with good vs. bad examples.

Tools (common ATS terms)

• ATS, applicant tracking system
• Excel, Google Sheets
• SQL, data analysis
• Tableau, Power BI
• Salesforce, HubSpot
• Jira, Confluence
• Google Analytics (GA4)
• Looker, BigQuery
• Asana, Trello
• Zendesk, Intercom
• Workday, Greenhouse

Methods (how you work)

• Forecasting, reporting
• Segmentation, targeting
• A/B testing, experimentation
• KPI dashboards, metrics
• Process improvement, SOPs
• Stakeholder management
• Root cause analysis
• Risk management
• Cross-functional collaboration
• Project planning, roadmap

Outcomes (what you moved)

• Pipeline growth
• Revenue impact, ARR, MRR
• Cost reduction
• Churn reduction, retention
• Time-to-value improvement
• Conversion rate improvement
• Win rate increase
• Cycle time reduction
• SLA improvement
• Quality improvement

Placement rule: choose 10–15 from here, then 10–15 from the job description.

Want to pull keywords from a job description fast?
→ Find keywords from a job description

How to Use Resume Keywords (Without Keyword Stuffing)

Keywords work best when they label evidence, not when they are repeated. If you don't have much work history to draw that evidence from yet, projects, coursework, and transferable skills can carry the same keywords. See how to write a resume with no experience.

Best places to use keywords

• Headline or summary (role + specialization)
• Skills section (group tools + methods)
• Experience bullets (most important)
• Projects or certifications (when relevant)

Simple rule

• Pick 15–25 role-relevant keywords per application
• Place the top 5–10 inside bullets that include scope + result

If you want structure: → Tailoring your CV for the role → Ultimate CV checklist

Keyword placement checklist

Best places to add keywords:

1. Professional summary (3–5 role keywords)
2. Skills section (grouped by category)
3. Experience bullets (keywords + proof + metric)
4. Job titles (use the posting's title when accurate)
5. Certifications / tools (make them easy to spot)

Rule of thumb: keywords in experience bullets matter more than keywords in a "skills-only" list.

Need a plug-and-play summary format? → 3-sentence professional summary templates

Fast “Keyword + Proof” Example (Template)

Job description keywords: onboarding, retention, Salesforce, QBRs

Too generic

• “Responsible for onboarding customers and managing retention.”

ATS-friendly and recruiter-friendly

• “Led onboarding for 35+ SMB accounts, improving time-to-value by 18%; owned retention programs using Salesforce tracking and monthly QBRs.”

Turn duties into outcomes:
→ Quantify your achievements

Quick Examples Block (SERP-Friendly)

Skills layout template (copy/paste)

Skills: Salesforce, HubSpot, SQL, GA4, Tableau
Methods: MEDDIC, segmentation, A/B testing, cohort analysis
Outcomes: quota attainment, pipeline growth, churn reduction, CAC improvement

ATS-safe section order

1. Name and contact
2. Headline + 2–3 line summary
3. Skills (grouped)
4. Experience (impact bullets)
5. Education and certifications
6. Projects (optional)

Text-only header examples

Example A
First Last | City | Email | Phone | LinkedIn | Portfolio

Example B
First Last
City • Email • Phone • LinkedIn • Portfolio

Formatting basics:
→ CV formatting 101

Common Resume Keyword Mistakes

1. Keyword stuffing Repeating terms unnaturally hurts readability and may hurt parsing. Use each keyword where it fits naturally.

2. Acronyms only Write the full term first, then the acronym: Customer Relationship Management (CRM)

3. Soft skills with no proof Replace “good communicator” with keyword-backed proof like stakeholder alignment and show where it happened.

4. Listing tools you can’t speak to in an interview Only include tools you can discuss with confidence. Recruiters and hiring managers will ask.

5. Design that breaks ATS parsing If keywords appear but are read out of order, they won’t count. Validate with: → Free ATS resume checker

For the full breakdown of how parsing, matching, and scoring actually work at each stage: → How to get past ATS filters

ATS-safe formatting quick rules

• Use simple headings: Experience, Skills, Education
• Avoid tables, text boxes, icons
• Use standard bullet points and dates (e.g., Jan 2023 – Dec 2025)

Resume Keyword Lists by Industry

Tip: If you’re in a rush, use the jump links above, then run a scan at the end.
→ Find keywords from a job description

Use these as starters, then mirror the exact language in each job description.

Sales Keywords List (ATS-Friendly)

Best for: SDR, AE, AM, Enterprise, SaaS sales, renewals.

Sales keywords (grouped)

Pipeline + deal work

• pipeline management, deal cycle, deal strategy
• forecasting, pipeline coverage, commit, upside
• discovery, qualification, needs analysis
• objection handling, negotiation, closing
• pipeline velocity, stage conversion, deal hygiene
• multi-threading, champion building, executive alignment
• account planning, territory planning, whitespace analysis
• mutual action plan (MAP), close plan, success criteria
• business case, ROI narrative, value hypothesis
• competitive positioning, procurement process, legal review

Sales frameworks

• MEDDIC, MEDDPICC
• SPIN, Challenger
• BANT, GAP selling

Tools

• Salesforce CRM, HubSpot CRM
• Salesloft, Outreach
• Gong, Chorus
• LinkedIn Sales Navigator
• Clari, ZoomInfo, Apollo
• DocuSign, PandaDoc

Revenue metrics

• quota attainment, win rate
• ACV, ARR, MRR
• pipeline generated, pipeline sourced
• expansion, upsell, cross-sell
• renewals, retention, churn
• ASP, pipeline coverage ratio, sales cycle length
• forecast accuracy, attainment by segment

“Bad vs good” bullet (Sales)

Too generic

• “Managed pipeline and closed deals.”

Better

• “Managed $1.2M pipeline with weekly forecasting in Salesforce; improved win rate from 18% to 27% by tightening discovery and mutual action plans.”

Copy-ready bullet examples (Sales)

Example 1 (pipeline)

• “Sourced $420K in qualified pipeline in 60 days using Sales Navigator and Outreach sequences; improved meeting-to-opportunity conversion by 22%.”

Example 2 (closing)

• “Owned discovery through negotiation across mid-market deals; increased win rate from 18% to 27% while maintaining ACV targets.”

Example 3 (renewals/expansion)

• “Managed renewals for 60+ accounts, reducing churn by 1.8 points; drove upsell motion tied to usage signals in Salesforce.”

Common ATS mistakes (Sales)

• Listing “closing” with no numbers (quota, ACV, win rate, cycle time)
• Stuffing tools without showing where they were used
• Using one generic resume for SDR and AE roles

Want a longer list for this role?
→ Sales resume keywords

Logistics Resume Keywords (ATS-Friendly)

Best for: logistics coordinator, freight, warehouse ops, last-mile, transportation.

Logistics keywords (grouped)

Transportation + freight

• freight forwarding, customs clearance
• carrier management, rate negotiation
• load planning, dispatch
• inbound logistics, outbound logistics
• last-mile delivery, route optimization
• freight audit, accessorials, fuel surcharge
• demurrage, detention, laytime
• bill of lading (BOL), POD, shipment tracking
• Incoterms, HS codes, trade compliance
• lane management, tendering, spot bids

Warehouse + systems

• WMS, TMS
• inventory accuracy, cycle counting
• picking, packing, staging
• dock scheduling, yard management
• 3PL, 4PL
• dock-to-stock, putaway, replenishment
• pick rate, pack rate, dock productivity
• slotting, labor planning, capacity planning
• barcode scanning, RF scanners
• SAP, Oracle, ERP integrations

Service + performance

• OTIF, on-time delivery
• SLA, exception management
• claims management, damage control
• cost per shipment, spend analysis
• lead time, throughput
• fill rate, backorders, stockouts
• warehouse KPIs, carrier scorecards
• cycle time, dwell time, turn time
• safety incidents, compliance audits

“Bad vs good” bullet (Logistics)

Too generic

• “Handled shipments and warehouse operations.”

Better

• “Owned inbound/outbound shipments across 3 carriers; improved OTIF from 89% to 95% via weekly exception reviews and carrier scorecards; reduced late shipments by 31%.”

Copy-ready bullet examples (Logistics)

Example 1 (OTIF)

• “Improved OTIF from 89% to 95% by tightening carrier scorecards and weekly exception reviews; reduced late shipments by 31%.”

Example 2 (WMS/TMS)

• “Implemented new WMS workflows for inbound receiving; raised inventory accuracy to 98.7% and cut cycle count time by 20%.”

Example 3 (cost control)

• “Negotiated carrier lanes and consolidated loads; reduced freight spend by 12% while keeping service-level targets.”

Common ATS mistakes (Logistics)

• Missing the system keywords (WMS/TMS/ERP/3PL) the job post repeats
• Using “handled shipments” instead of lanes, volume, on-time rate, cost impact
• Burying compliance terms (customs, hazmat, Incoterms) when relevant

Want a longer list for this role?
→ Logistics resume keywords

Advertising Resume Keywords (ATS-Friendly)

Best for: media buyer, paid social, paid search, performance marketing, creative strategy.

Advertising keywords (grouped)

Channels

• paid search, PPC, SEM
• paid social, Meta Ads, TikTok Ads
• programmatic, display, retargeting
• YouTube ads, video ads
• shopping ads, Performance Max (PMax)
• UAC, app install campaigns

Measurement

• ROAS, CAC, LTV
• attribution, incrementality
• conversion tracking, pixels, UTMs
• funnel analysis, cohort analysis
• CPM, CPC, CPA, CTR, CVR
• frequency, reach, impression share
• MER (marketing efficiency ratio)
• MTA, MMM (if relevant)

Optimization

• A/B testing, creative testing
• bid strategy, budget pacing
• audience targeting, lookalikes
• landing page optimization, CRO
• creative strategy, hooks, angles
• UGC, creator briefs, creative ops
• offer testing, messaging tests
• fatigue monitoring, creative refresh cadence

Tools

• Google Ads, Meta Ads Manager
• GA4, Google Tag Manager (GTM)
• Looker Studio, Tableau
• Shopify, merchant feeds (if ecom)
• Google Merchant Center, Feed management
• Optimizely, VWO (testing)
• Segment, Mixpanel (analytics)

“Bad vs good” bullet (Advertising)

Too generic

• “Managed paid ads.”

Better

• “Owned $120K/month across Google Ads and Meta Ads; increased ROAS from 2.1 to 3.0 through weekly creative tests (hook/angle), budget pacing, and landing page updates.”

Copy-ready bullet examples (Advertising)

Example 1 (performance)

• “Managed $120K/month across Google Ads and Meta Ads; increased ROAS from 2.1 to 3.0 through creative testing and landing page updates.”

Example 2 (measurement)

• “Rebuilt GA4 events and GTM tagging; fixed attribution gaps and improved conversion reporting accuracy across 6 campaigns.”

Example 3 (testing)

• “Ran weekly A/B tests on offers and creatives; improved CTR by 28% and reduced CAC by 14% over 8 weeks.”

Common ATS mistakes (Advertising)

• Listing “ROAS/CAC” without the baseline and the movement
• Mixing brand marketing keywords into a performance role without proof
• Omitting tracking terms (pixel, GTM, conversion tracking) when the job post stresses measurement

Want a longer list for this role?
→ Advertising resume keywords

Marketing Manager Resume Keywords (ATS-Friendly)

• SEO, SEM, PPC
• content strategy, content marketing
• marketing automation, lifecycle marketing
• HubSpot, Marketo, email marketing
• GA4, attribution, analytics
• CRO, A/B testing
• demand generation, ABM
• positioning, go-to-market

Want a longer list for this role? → Marketing Manager resume keywords

Marketing Keywords (ATS-Friendly)

Marketing resumes win when they show channel skill + measurement + outcomes.

Digital marketing & analytics

• Core: SEO, SEM, PPC, content strategy, social media marketing, email marketing, lifecycle marketing
• Analytics: GA4, attribution, A/B testing, CRO, funnel analysis, conversion tracking, ROI
• Lead: lead gen, lead nurturing, MQL, SQL, pipeline influence, demand gen

Platforms & tools

• Paid: Google Ads, Meta Ads, LinkedIn Ads, retargeting, programmatic
• MarTech/CRM: HubSpot, Marketo, Pardot, Mailchimp, Klaviyo, Salesforce
• Measurement: Tag Manager, Looker Studio, Hotjar, Mixpanel, Amplitude, Optimizely

Emerging terms

• first-party data, cookieless measurement, personalization, UGC, creator partnerships, community-led growth, AI-assisted content

Want a longer list for this role? → See the full marketing keyword list

Hiring for consumer insights or research roles specifically? The platform names and methodology terms are different from a generalist marketing resume: → Keywords for a market research resume

Business Analyst Resume Keywords (ATS-Friendly)

• requirements gathering, stakeholder interviews
• user stories, process mapping
• SQL, Excel, data analysis
• KPI dashboards, reporting
• gap analysis, root cause analysis
• BRD, PRD, documentation
• UAT, test cases
• agile, Jira, Confluence

Want a longer list for this role?
→ Business Analyst resume keywords

Supply Chain Resume Keywords (ATS-Friendly)

• S&OP, demand planning
• inventory optimization, safety stock
• procurement, sourcing
• ERP (SAP, Oracle)
• WMS, TMS, 3PL
• OTIF, fill rate, lead time
• Lean, Six Sigma, Kaizen
• vendor management, SLA

Want a longer list for this role?
→ Supply Chain Management resume keywords
Also see: Supply Chain resume keywords

Wealth Management Resume Keywords (ATS-Friendly)

• portfolio management, asset allocation
• portfolio rebalancing
• investment policy statement (IPS)
• risk profiling, suitability
• financial needs analysis
• wealth planning, retirement planning
• financial planning, client onboarding
• investment research, market analysis
• compliance, KYC, AML
• fiduciary (region-dependent)
• client retention, relationship management
• AUM, net new assets

Want a longer list for this role? → See the full wealth management keyword list

Finance Resume Keywords (ATS-Friendly)

• financial modeling, forecasting
• GAAP, reporting
• FP&A, variance analysis
• risk management, compliance
• valuation (DCF), due diligence
• treasury, cash flow
• audit, internal controls
• portfolio management

Want a longer list for this role?
→ Finance resume keywords

IT and Tech Resume Keywords (ATS-Friendly)

• cloud (AWS, Azure, GCP)
• Docker, Kubernetes, CI/CD
• Terraform, infrastructure as code
• API design, microservices
• observability, monitoring
• security (OWASP, IAM, SOC 2)
• SQL, NoSQL, data pipelines
• SDLC, agile, testing

Want a longer list for this role?
→ IT resume keywords

Customer Success Resume Keywords (ATS-Friendly)

• onboarding, adoption
• renewals, expansion
• churn reduction, retention
• QBRs, success plans
• health scoring
• CSAT, NPS
• stakeholder management
• Salesforce, Gainsight, Zendesk

Operations Manager Resume Keywords (ATS-Friendly)

Best for: operations manager, director of operations, COO, plant manager.

• process improvement, capacity planning
• KPI management, performance dashboards
• Six Sigma, lean operations
• vendor management, SLA
• cross-functional collaboration, P&L oversight
• change management, continuous improvement

Want a longer list for this role?
→ Operations Manager resume keywords

Data Engineer Resume Keywords (ATS-Friendly)

Best for: data engineer, analytics engineer, platform engineer, ETL developer.

• ETL pipelines, data warehousing
• Apache Spark, Airflow
• dbt, data modeling
• SQL optimization, BigQuery, Redshift
• data quality, schema design
• CI/CD for data, version control

Want a longer list for this role?
→ Data Engineer resume keywords

Software Engineer Resume Keywords (ATS-Friendly)

Best for: software engineer, backend engineer, full-stack engineer, SWE.

• CI/CD, microservices, REST APIs
• Git, code review, system design
• agile development, sprint planning
• unit testing, integration testing
• cloud (AWS, GCP, Azure)
• observability, incident response

Want a longer list for this role?
→ Software Engineer resume keywords

Data Analyst Resume Keywords (ATS-Friendly)

Best for: data analyst, business intelligence analyst, product analyst, reporting analyst.

• SQL, Python, data visualization
• Tableau, Power BI
• A/B testing, statistical analysis
• KPI dashboards, ad hoc reporting
• data cleaning, data modeling
• stakeholder presentations, insight delivery

Want a longer list for this role?
→ Data Analyst resume keywords

More Industries (Keyword Starters)

Use these as starters, then pull the exact words from the job description.

HR / Talent

• talent acquisition, ATS workflows
• Workday, Greenhouse
• performance management
• compensation, compliance

Want a longer list for this role?
→ HR resume keywords

Business Intelligence

• SQL, dbt, ETL
• Tableau, Power BI
• forecasting, cohort analysis
• KPI dashboards

Want a longer list for this role?
→ BI resume keywords

Healthcare

• EHR, HIPAA
• clinical operations
• case management
• quality improvement

Want a longer list for this role?
→ Nursing resume keywords

Project Management

• Agile, Scrum, Waterfall
• PMP, risk management
• Jira, delivery milestones

Want a longer list for this role?
→ Project Manager resume keywords

Product Management

• product roadmap, prioritization, OKRs
• user stories, backlog refinement
• go-to-market, product discovery
• A/B testing, stakeholder alignment
• Jira, Confluence, Figma, Mixpanel

Want a longer list for this role?
→ Product Manager resume keywords

Procurement / Buyer

• sourcing, supplier negotiation
• purchase orders, category management
• cost savings, spend analysis
• vendor management, contract compliance

Want a longer list for this role? → Buyer and procurement resume keywords

Legal

• contract drafting
• compliance, due diligence
• litigation support
• regulatory filings

Education

• curriculum design
• LMS platforms
• student assessment
• program management

Non-profit

• grant writing
• fundraising
• program delivery
• impact measurement

Real Estate

• property management
• market analysis
• leasing, valuation
• portfolio reporting

Engineering

• CAD tools
• QA, R&D
• root cause analysis
• ISO standards

Hospitality

• revenue management
• guest experience
• PMS systems
• event operations

Manufacturing

• Lean, Six Sigma
• MRP, ERP
• SPC, TPM
• cost reduction

Retail

• omnichannel retail
• inventory management
• POS systems
• KPI tracking

Freelance / Consulting

• client acquisition
• scoping, proposals
• deliverables, invoicing
• retention, testimonials

Remote / Distributed Teams

• async communication, cross-timezone coordination
• ownership and delivery, self-management
• remote collaboration tools, documentation

Applying specifically to remote-first companies? → Remote job resume keywords

Once you have added keywords from your industry, use the free Resume–Job Match Checker to instantly see how well your updated resume matches a specific job description — and which terms are still missing.

Downloadable Keyword Checklists

Start with clean structure:
→ ATS-friendly templates

Then validate keyword coverage:
→ Free AI resume keyword scan

How to turn keywords into interview-ready bullets

Bad: "Managed PPC campaigns." Better: "Managed PPC (Google Ads + LinkedIn Ads), improving conversion rate by 22% while reducing CAC by 18%."

Bad: "Experienced with AWS." Better: "Built AWS serverless workflows (Lambda + S3), cutting processing time by 60%."

Want help finding numbers? → Quantify your achievements

FAQ (ATS + Keywords)

How many keywords should I add?

Aim for 15–25 per application. Use the job description as the source of truth.

Where should keywords go?

Put the most important ones inside experience bullets with scope + result. Then support with a clean skills section.

Can I repeat keywords?

Repeat only when it’s natural. One strong bullet beats five repeated terms.

How do I find keywords from a job description?

Paste the job description and extract the repeated skills, tools, and outcomes:
→ Find keywords from a job description

Do ATS systems read tables and icons?

Many struggle with complex layouts. Keep structure simple and validate:
→ Free ATS resume checker

Final Workflow (Use This Every Time)

1. Select 15–25 keywords that match the role
2. Place the top 5–10 inside quantified experience bullets
3. Keep formatting simple and ATS-safe
4. Run a keyword scan: resume checker. Not sure what the score means? See what is a good resume match score
5. Final pass: Ultimate CV checklist

If you do only one thing, do this:
Make your keywords appear inside proof-driven bullets.

Ready to check your gaps now?
→ Run the free ATS keyword scan