Resume Keywords: The Complete Industry Keyword Guide

Copy-ready resume keyword lists for 10+ industries, plus how to place them so an ATS and a recruiter both find them.

Published October 1, 2025 · Updated September 10, 2026 · 10 min read

Hiring has gone skills-first. Recruiters search their ATS (Applicant Tracking System) for specific keywords—skills, tools, certifications, and results—then skim the top matches on mobile. If those terms don't appear (or aren't readable), your resume never gets surfaced.

ATS usage is effectively universal in enterprise hiring — Jobscan's scan of Fortune 500 careers pages found 98.4% running a detectable system — and adoption keeps spreading downmarket. At the same time, more employers describe roles by skill rather than by title. Both trends point the same way: the useful keyword strategy is not stuffing, it is matching the job's skill language accurately, naturally, and in the right sections.

This guide gives you a practical, copy-paste-ready library of 500+ ATS keywords across 10+ industries, plus the integration and testing methods that make them count.

Related resources: • what an ATS-friendly resume is • How to Extract ATS Keywords from Job Descriptions • AI Resume Builder • Resume Builder • Single Column vs Two Column Resume: Which is Better for ATS?

Table of Contents

1. Why Keywords Matter (and What an ATS Really Does)
2. Keyword Fundamentals: Types, Variants, and Match Nuance
3. Industry-Specific Keyword Lists (10+ Sectors)
4. Keyword Integration: Where and How to Use Them
5. Tools & Testing: Quick, Reliable Methods
6. Conclusion: Your 30-Minute Execution Plan

Why Keywords Matter (and What an ATS Really Does)

What ATS does:

• Extracts plain text from your file; indexes it into fields (name, experience, skills) and enables search/filters (Boolean and, increasingly, semantic search).
• Surfaces candidates whose resumes contain the requested terms (and close variants), then lets recruiters skim human-readable copies.

What ATS doesn't do:

• Admire design flourishes. Columns, tables, text boxes, and icons risk scrambling reading order in many systems; a clean single-column layout is still safest.

What has changed recently:

• Skills-based hiring is now mainstream; job posts encode specific capabilities and tools, and recruiters search for those exact tokens.
• Modern ATS increasingly include semantic search and skills ontologies—still, exact strings (e.g., "Looker (LookML)", "OKR", "Terraform") remain high-weight signals.

Keyword Fundamentals: Types, Variants, and Match Nuance

Keyword types to include (and where):

• Hard skills/tools (e.g., "Kubernetes", "Tableau", "CPT coding") → Skills + bullets
• Methods/techniques (e.g., "time series modeling", "M&A diligence", "A/B testing") → bullets
• Certifications/licenses (e.g., "CFA", "RN", "PMP") → Certifications section
• Industry jargon (e.g., "AML/KYC", "FDA CFR Part 11", "ESG") → Summary + bullets
• Action verbs & power words (e.g., "Automated", "Optimized", "Reduced") → bullets
• Outcomes/metrics (e.g., "NRR +8pp", "P95 −37%", "CSAT 4.7/5") → bullets

Variants matter:

• Include common synonyms/abbreviations/hyphenations: "e-commerce / ecommerce", "PostgreSQL / Postgres", "PowerBI / Power BI", "OKR / OKRs".
• Mirror employer spelling when possible (e.g., "Go" vs "Golang", "Node.js" vs "NodeJS") for exact-match boosts.
• Combine specific + generic: "AWS Lambda" and "serverless"; "ICU nursing" and "critical care".

Signals that boost credibility:

• Pair a skill with context + result: "Automated ELT (dbt + BigQuery) → reporting time −90%".
• Use one metric per bullet to transform a keyword into a business outcome.

Industry-Specific Keyword Lists (10+ Sectors)

How to use these lists:

• Pick 10–20 terms from the target job post.
• Cross-reference with your true skills below; do not claim what you can't defend.
• Place them into Summary, Skills, and 3+ achievement bullets.
• For convenience, each industry ends with a copy-paste master list in a code block.

Note: Lists reflect current terminology: current stacks, cloud tooling, compliance labels, and technique names trending in job postings and ATS taxonomies.

1) Technology (Software Engineering, DevOps, Cloud)

Programming Languages: Go, Java, Python, TypeScript, JavaScript, C#, C++, Rust, Kotlin, Swift, Ruby, PHP, SQL, Bash, PowerShell Frameworks/Runtime: .NET, Spring Boot, Django, Flask, FastAPI, Node.js, Express, Next.js, React, Vue, Angular, Svelte, Flutter, React Native, Electron Cloud & Infra: AWS, Azure, GCP, Kubernetes, Docker, Terraform, Ansible, Helm, Istio, OpenTelemetry, CloudWatch, CloudTrail, Prometheus, Grafana, ELK/Elastic, Nginx Data/AI & Messaging: Kafka, RabbitMQ, Pub/Sub, Spark, Flink, Airflow, dbt, BigQuery, Snowflake, Redshift, Databricks, MLflow, Feature Store, Vector DB, Pinecone, FAISS, LangChain, LlamaIndex, Retrieval-Augmented Generation (RAG), LLMOps, Prompt Engineering Architecture & Quality: Microservices, REST, GraphQL, gRPC, Event-driven, CQRS, DDD, CI/CD, GitHub Actions, GitLab CI, Jenkins, Trunk-based, Blue/Green, Canary, Chaos Engineering, SRE, SLO/SLA/SLI, P95/P99 latency, Load Testing Security/Compliance: OAuth2, OIDC, SAML, JWT, OWASP, Zero Trust, Secrets Management, KMS, IAM, VPC, WAF, CIS Benchmarks Observability & Perf: APM, Distributed Tracing, Profiling, Load/Stress Testing, Capacity Planning, Autoscaling Certifications: AWS Solutions Architect, AWS DevOps Engineer, Azure Administrator, Azure Developer, Google Professional Cloud Architect, CKA/CKAD

Copy-paste master list (Tech):

Go, Java, Python, TypeScript, JavaScript, C#, C++, Rust, Kotlin, Swift, Ruby, PHP, SQL, Bash, PowerShell, .NET, Spring Boot, Django, Flask, FastAPI, Node.js, Express, Next.js, React, Vue, Angular, Svelte, Flutter, React Native, Electron, AWS, Azure, GCP, Kubernetes, Docker, Terraform, Ansible, Helm, Istio, OpenTelemetry, CloudWatch, CloudTrail, Prometheus, Grafana, ELK, Elastic, Nginx, Kafka, RabbitMQ, Pub/Sub, Spark, Flink, Airflow, dbt, BigQuery, Snowflake, Redshift, Databricks, MLflow, Feature Store, Vector DB, Pinecone, FAISS, LangChain, LlamaIndex, RAG, LLMOps, Prompt Engineering, Microservices, REST, GraphQL, gRPC, Event-driven, CQRS, DDD, CI/CD, GitHub Actions, GitLab CI, Jenkins, Trunk-based, Blue/Green, Canary, Chaos Engineering, SRE, SLO, SLA, SLI, P95 latency, P99 latency, Load Testing, OAuth2, OIDC, SAML, JWT, OWASP, Zero Trust, Secrets Management, KMS, IAM, VPC, WAF, CIS Benchmarks, APM, Distributed Tracing, Profiling, Capacity Planning, Autoscaling, AWS Solutions Architect, Azure Administrator, Google Professional Cloud Architect, CKA, CKAD

2) Healthcare (Medical, Nursing, Administration)

Clinical & Care Settings: Acute Care, Primary Care, ICU, CCU, ER/ED, OR, PACU, Telemetry, Med-Surg, Pediatrics, NICU, Oncology, Cardiology, Orthopedics, Psychiatry, Geriatrics, Home Health, Telehealth Procedures/Competencies: Triage, Wound Care, IV Therapy, Phlebotomy, Catheterization, Ventilator Management, EKG/ECG Interpretation, ACLS/BLS/PALS, Medication Administration, Pain Management, Infection Control, Patient Education, Discharge Planning Records/Systems: EHR/EMR, Epic, Cerner, MEDITECH, Allscripts, HL7, FHIR, ICD-10, CPT Coding, LOINC, RxNorm, eMAR Quality & Compliance: HIPAA, JCI, Joint Commission, HEDIS, CMS, MIPS, Value-Based Care, Utilization Review, Case Management, Care Coordination, Population Health Admin & Ops: Scheduling, Prior Authorization, Claims, Billing, Revenue Cycle, Denials Management, Risk Adjustment, HCC, CDI Public Health: Epidemiology, Surveillance, Contact Tracing, Immunization Programs, Health Education Certifications/Licenses: RN, BSN, MSN, NP, PA-C, MD/DO, RRT, CNA, LPN/LVN, CCRN, CEN, CNOR, OCN, RHIT, RHIA

Copy-paste master list (Healthcare):

Acute Care, Primary Care, ICU, CCU, ER, ED, OR, PACU, Telemetry, Med-Surg, Pediatrics, NICU, Oncology, Cardiology, Orthopedics, Psychiatry, Geriatrics, Home Health, Telehealth, Triage, Wound Care, IV Therapy, Phlebotomy, Catheterization, Ventilator Management, EKG, ECG Interpretation, ACLS, BLS, PALS, Medication Administration, Pain Management, Infection Control, Patient Education, Discharge Planning, EHR, EMR, Epic, Cerner, MEDITECH, Allscripts, HL7, FHIR, ICD-10, CPT, LOINC, RxNorm, eMAR, HIPAA, JCI, Joint Commission, HEDIS, CMS, MIPS, Value-Based Care, Utilization Review, Case Management, Care Coordination, Population Health, Scheduling, Prior Authorization, Claims, Billing, Revenue Cycle, Denials Management, Risk Adjustment, HCC, CDI, Epidemiology, Surveillance, Contact Tracing, Immunization, Health Education, RN, BSN, MSN, NP, PA-C, MD, DO, RRT, CNA, LPN, LVN, CCRN, CEN, CNOR, OCN, RHIT, RHIA

3) Finance (Banking, Investment, Accounting)

Banking & Credit: Underwriting, Risk Assessment, AML/KYC, Basel III/IV, Stress Testing, Credit Scoring, Collateral, Loan Portfolio, Commercial Lending, Retail Banking, Treasury, Liquidity, ALM Investments: Equity Research, Fixed Income, Derivatives, Options, Futures, FX, Portfolio Construction, Asset Allocation, Alpha/Beta, Factor Models, DCF, LBO, M&A, Due Diligence Accounting & FP&A: GAAP, IFRS, GL, AP/AR, Revenue Recognition, ASC 606, ASC 842, Consolidations, Variance Analysis, Budgeting, Forecasting, Cash Flow, Cost Accounting, Transfer Pricing Analytics & Tools: Bloomberg, FactSet, Capital IQ, Refinitiv, Excel (Power Query/Pivot), VBA, Python, R, Power BI, Tableau, SQL, ERP (SAP/Oracle/NetSuite) Compliance & Controls: SOX, SOC 1/2, Internal Audit, COSO, Controls Testing, Regulatory Reporting Certifications: CFA, FRM, CPA, ACCA, CIMA, CAIA

Copy-paste master list (Finance):

Underwriting, Risk Assessment, AML, KYC, Basel III, Basel IV, Stress Testing, Credit Scoring, Collateral, Loan Portfolio, Commercial Lending, Retail Banking, Treasury, Liquidity, ALM, Equity Research, Fixed Income, Derivatives, Options, Futures, FX, Portfolio Construction, Asset Allocation, Alpha, Beta, Factor Models, DCF, LBO, M&A, Due Diligence, GAAP, IFRS, GL, AP, AR, Revenue Recognition, ASC 606, ASC 842, Consolidations, Variance Analysis, Budgeting, Forecasting, Cash Flow, Cost Accounting, Transfer Pricing, Bloomberg, FactSet, Capital IQ, Refinitiv, Excel, Power Query, Power Pivot, VBA, Python, R, Power BI, Tableau, SQL, SAP, Oracle, NetSuite, SOX, SOC 1, SOC 2, Internal Audit, COSO, Controls Testing, Regulatory Reporting, CFA, FRM, CPA, ACCA, CIMA, CAIA

4) Marketing (Digital, Content, Analytics)

Channels & Tactics: SEO, SEM, Paid Search, Paid Social, Programmatic, Display, Email, CRM, Marketing Automation, Drip/Nurture, ABM, Influencer, Affiliate, Partnerships, PR, Events, Webinars, Community Analytics & Experimentation: GA4, Mixpanel, Amplitude, Adobe Analytics, CDP, MTA/MMM, A/B Testing, Lift Studies, Cohort Analysis, Funnel Analysis, Attribution, LTV/CAC, ROAS, MQL/SQL Content & Brand: Content Strategy, Copywriting, Long-form, Short-form, Social Content, Video, Podcast, Brand Positioning, Messaging, Narrative, Editorial Calendar, CMS (WordPress, Webflow), UX Writing Ad Platforms/Tools: Google Ads, Meta Ads, LinkedIn Ads, TikTok Ads, DV360, Trade Desk, Taboola/Outbrain, SkAdNetwork, UTM, GTM Email & CRM: HubSpot, Salesforce Marketing Cloud, Marketo, Braze, Iterable, Klaviyo, Customer Journeys, Segmentation, Personalization Design & Web: Figma, Canva, Landing Pages, CRO, Heatmaps, A/B tools (Optimizely, VWO) Certifications: Google Ads, HubSpot, Meta Blueprint, Adobe

Copy-paste master list (Marketing):

SEO, SEM, Paid Search, Paid Social, Programmatic, Display, Email Marketing, CRM, Marketing Automation, Drip, Nurture, ABM, Influencer, Affiliate, Partnerships, PR, Events, Webinars, Community, GA4, Mixpanel, Amplitude, Adobe Analytics, CDP, MTA, MMM, A/B Testing, Lift Study, Cohort Analysis, Funnel Analysis, Attribution, LTV, CAC, ROAS, MQL, SQL, Content Strategy, Copywriting, Long-form, Short-form, Social Content, Video, Podcast, Brand Positioning, Messaging, Narrative, Editorial Calendar, CMS, WordPress, Webflow, UX Writing, Google Ads, Meta Ads, LinkedIn Ads, TikTok Ads, DV360, The Trade Desk, Taboola, Outbrain, SkAdNetwork, UTM, GTM, HubSpot, Salesforce Marketing Cloud, Marketo, Braze, Iterable, Klaviyo, Customer Journeys, Segmentation, Personalization, Figma, Canva, Landing Pages, CRO, Heatmaps, Optimizely, VWO, Google Ads Certification, HubSpot Certification, Meta Blueprint, Adobe Certification

5) Sales (B2B, B2C, Account Management)

Methodologies & Motion: MEDDICC, Challenger, SPIN, Solution Selling, Sandler, Consultative, Value-based, Enterprise Sales, Discovery, Qualification, Mutual Close Plan Pipeline & Metrics: Pipeline Generation, Prospecting, Sequencing, Meetings Set, Win Rate, Sales Cycle, ACV/ARR, Attach Rate, Multi-threading, Forecasting, Territory Planning Account Management/CS: Onboarding, Adoption, QBR/EBR, Renewal Strategy, Expansion, Cross-sell, Upsell, NRR/GRR, Health Scoring, Escalation Tools: Salesforce, HubSpot, Outreach, Salesloft, Gong, LinkedIn Sales Navigator, CPQ, ZoomInfo, Apollo Industries & Buyers: Mid-Market, Enterprise, Public Sector, Channel/Partners, Procurement, Legal Recognition: President's Club, Top 10%, #1 Rep

Copy-paste master list (Sales):

MEDDICC, Challenger, SPIN, Solution Selling, Sandler, Consultative Selling, Value-based, Enterprise Sales, Discovery, Qualification, Mutual Close Plan, Pipeline Generation, Prospecting, Sequencing, Meetings Set, Win Rate, Sales Cycle, ACV, ARR, Attach Rate, Multi-threading, Forecasting, Territory Planning, Onboarding, Adoption, QBR, EBR, Renewal Strategy, Expansion, Cross-sell, Upsell, NRR, GRR, Health Scoring, Escalation, Salesforce, HubSpot, Outreach, Salesloft, Gong, LinkedIn Sales Navigator, CPQ, ZoomInfo, Apollo, Mid-Market, Enterprise, Public Sector, Channel, Partners, Procurement, Legal, President's Club, Top 10%, #1 Rep

6) Operations (Supply Chain, Process Improvement)

Supply Chain & Logistics: S&OP, Demand Planning, MRP, ERP, Inventory Optimization, Warehouse Management (WMS), TMS, 3PL, OTIF, Fill Rate, Lead Time, Safety Stock, SKU Rationalization Process & Quality: Lean, Six Sigma, Kaizen, PDCA, 5S, Root Cause Analysis, FMEA, SPC, Gemba, Value Stream Mapping, Standard Work, SOPs Manufacturing & EHS: OEE, TPM, Preventive Maintenance, CAPA, ISO 9001/14001/45001, OSHA Analytics & Systems: Excel/Sheets (Power Query), SQL, Power BI/Tableau, SAP, Oracle, NetSuite, Coupa, Anaplan Sustainability/Compliance: ESG, Scope 1/2/3, REACH, RoHS, GxP

Copy-paste master list (Operations):

S&OP, Demand Planning, MRP, ERP, Inventory Optimization, WMS, TMS, 3PL, OTIF, Fill Rate, Lead Time, Safety Stock, SKU Rationalization, Lean, Six Sigma, Kaizen, PDCA, 5S, Root Cause Analysis, FMEA, SPC, Gemba, Value Stream Mapping, Standard Work, SOP, OEE, TPM, Preventive Maintenance, CAPA, ISO 9001, ISO 14001, ISO 45001, OSHA, Excel, Power Query, SQL, Power BI, Tableau, SAP, Oracle, NetSuite, Coupa, Anaplan, ESG, Scope 1, Scope 2, Scope 3, REACH, RoHS, GxP

7) Education (Teaching, Administration, EdTech)

Teaching & Pedagogy: Curriculum Design, Instructional Design, Differentiated Instruction, Classroom Management, Formative/Summative Assessment, IEP, SEL, MTSS, UDL, Bloom's Taxonomy EdTech & Tools: LMS (Canvas, Moodle, Blackboard), Google Classroom, Microsoft 365, Zoom, Kahoot, Nearpod, Screencast, H5P Data & Outcomes: Learning Analytics, Attendance, Intervention Plans, Literacy/Numeracy, Standardized Testing, Benchmarking Administration: Accreditation, School Improvement Plan (SIP), Scheduling, Budget, Grants, Compliance, FERPA Higher Ed & Online: Academic Advising, Career Services, Online Course Development, MOOCs, Hybrid Learning

Copy-paste master list (Education):

Curriculum Design, Instructional Design, Differentiated Instruction, Classroom Management, Formative Assessment, Summative Assessment, IEP, SEL, MTSS, UDL, Bloom's Taxonomy, LMS, Canvas, Moodle, Blackboard, Google Classroom, Microsoft 365, Zoom, Kahoot, Nearpod, Screencast, H5P, Learning Analytics, Attendance, Intervention Plans, Literacy, Numeracy, Standardized Testing, Benchmarking, Accreditation, School Improvement Plan, Scheduling, Budget, Grants, Compliance, FERPA, Academic Advising, Career Services, Online Course Development, MOOCs, Hybrid Learning

8) Legal (Law, Compliance, Legal Tech)

Practice Areas: Commercial, Corporate, M&A, Employment, IP, Privacy, Data Protection, Real Estate, Litigation, Arbitration, Mediation, Regulatory, Antitrust, Tax Compliance & Privacy: GDPR, CCPA/CPRA, HIPAA, PCI DSS, SOC 2, ISO 27001, Records Retention, eDiscovery, Legal Hold Contracts & Tools: Contract Drafting, Negotiation, Redlining, Playbooks, CLM, ELM, DMS, Legal Research (Westlaw, LexisNexis) Risk & Governance: Compliance Training, Policy Management, Risk Register, Third-Party Risk, Sanctions, Export Controls (ITAR/EAR), AML Legal Tech & Ops: Matter Management, Knowledge Management, Legal Operations, Process Mapping, Automation

Copy-paste master list (Legal):

Commercial Law, Corporate, M&A, Employment, Intellectual Property, Privacy, Data Protection, Real Estate, Litigation, Arbitration, Mediation, Regulatory, Antitrust, Tax, GDPR, CCPA, CPRA, HIPAA, PCI DSS, SOC 2, ISO 27001, Records Retention, eDiscovery, Legal Hold, Contract Drafting, Negotiation, Redlining, Playbooks, CLM, ELM, DMS, Westlaw, LexisNexis, Compliance Training, Policy Management, Risk Register, Third-Party Risk, Sanctions, Export Controls, ITAR, EAR, AML, Matter Management, Knowledge Management, Legal Operations, Process Mapping, Automation

9) Creative (Design, Content Creation, Media)

Design & Tools: Figma, Sketch, Adobe XD, Photoshop, Illustrator, InDesign, After Effects, Premiere Pro, Lightroom, Canva, Procreate UX/UI & Research: Wireframes, User Flows, Prototyping, Information Architecture, Heuristic Evaluation, Usability Testing, Accessibility (WCAG), Design Systems, Tokens Content & Media: Storytelling, Scriptwriting, Motion Graphics, Video Editing, 3D (Blender, Cinema 4D), Animation, Podcast Production, Social Video, Reels/TikTok, Thumbnail Design Web & Handoff: Responsive, CSS/HTML, Design QA, Dev Handoff, Component Libraries Metrics & Ops: Brand Guidelines, Creative Ops, Asset Management, DAM, CTR/Watch Time, Engagement Rate, A/B tests

Copy-paste master list (Creative):

Figma, Sketch, Adobe XD, Photoshop, Illustrator, InDesign, After Effects, Premiere Pro, Lightroom, Canva, Procreate, Wireframes, User Flows, Prototyping, Information Architecture, Heuristic Evaluation, Usability Testing, Accessibility, WCAG, Design Systems, Design Tokens, Storytelling, Scriptwriting, Motion Graphics, Video Editing, Blender, Cinema 4D, Animation, Podcast Production, Social Video, Reels, TikTok, Thumbnail Design, Responsive Design, CSS, HTML, Design QA, Developer Handoff, Component Library, Brand Guidelines, Creative Operations, Asset Management, DAM, CTR, Watch Time, Engagement Rate, A/B Testing

10) Consulting (Management, Strategy, Technology)

Strategy & Markets: Market Sizing, Competitive Analysis, Growth Strategy, Pricing, Segmentation, Go-to-Market, Product-Market Fit, PMO, Transformation, Change Management Operations & Value: Cost Reduction, Lean, Six Sigma, Process Mapping, Shared Services, Outsourcing, Procurement, Supply Chain, Operating Model, Org Design Technology & Data: Digital Transformation, Cloud Migration, Data Strategy, AI/ML, GenAI/RAG, Analytics, ERP (SAP/Oracle), CRM (Salesforce), Integration, Cybersecurity Financials: Business Case, ROI/NPV, TCO, Due Diligence, Synergy, Post-Merger Integration (PMI) Soft Skills & Delivery: Stakeholder Management, Facilitation, Executive Communication, Workshop Design, Storylining, Deck Building, Hypothesis-Driven, MECE Certifications: PMP, PRINCE2, Scrum Master, Prosci

Copy-paste master list (Consulting):

Market Sizing, Competitive Analysis, Growth Strategy, Pricing, Segmentation, Go-to-Market, Product-Market Fit, PMO, Transformation, Change Management, Cost Reduction, Lean, Six Sigma, Process Mapping, Shared Services, Outsourcing, Procurement, Supply Chain, Operating Model, Org Design, Digital Transformation, Cloud Migration, Data Strategy, AI, ML, GenAI, RAG, Analytics, ERP, SAP, Oracle, CRM, Salesforce, Integration, Cybersecurity, Business Case, ROI, NPV, TCO, Due Diligence, Synergy, Post-Merger Integration, Stakeholder Management, Facilitation, Executive Communication, Workshop Design, Storylining, Deck Building, Hypothesis-Driven, MECE, PMP, PRINCE2, Scrum Master, Prosci

Want more sectors? You can extend the same pattern to Energy, Retail, Hospitality, Non-profit/Public Sector, or Manufacturing by combining domain jargon + tools + compliance + metrics.

Keyword Integration: Where and How to Use Them

1) Summary (3–4 lines)

• State role, domain, and two headline outcomes with skills baked in.
• Example: "Data Analyst in lifecycle analytics. Automated ELT (dbt + BigQuery) → reporting time −90%; improved forecast MAPE 6.1%; built 15 Looker dashboards."

2) Skills (curated, ATS-friendly)

• Group by Tools/Platforms, Methods, Domain, Certifications.
• Use commas or vertical bars (|)—no tables or columns.

3) Experience bullets (Action + Tool + Result)

• One metric per bullet.
• Mirror key JD terms in at least 3 bullets.
• Example: "Reduced P95 latency −37% using gRPC + Kubernetes; improved cart CVR +2.1pp."

4) Projects/Portfolio

• Title, Stack, Problem, Result (metric), and a short link (plain text).
• Example: "Churn classifier (AUC 0.86) in scikit-learn; saves program +19%."

5) Certifications

• Use exact titles and years (e.g., "AWS Solutions Architect").

Formatting rules that keep parsing clean:

• Single column, standard headings; contact info in body.
• A text-based PDF (confirm you can select the text).
• Keep bullets 1–2 lines for mobile readability.
• Avoid tables/text boxes; many ATS still misread them.

Tools & Testing: Quick, Reliable Methods

A) 7-Minute DIY ATS Check

1. Plain-text paste: Copy your resume into a text editor. Does the order read cleanly? Any weird symbols?
2. Keyword coverage: From the JD, tag 10–20 terms (Must-Have ×3, Strong ×2, Nice ×1). Count truthful matches in Summary/Skills/Bullets.
3. Coverage proxy (%):

coverage = (3*M + 2*S + 1*N) / (3*MaxM + 2*MaxS + 1*MaxN)

Aim for ~80%+ coverage without stuffing. 4) Mobile skim: Open on your phone; bullets should be brief; links tappable. 5) Format sanity: Single column; standard headings; text-based PDF export.

B) Boolean sanity (self-search the keywords)

• Search your resume file for exact strings you expect recruiters to use ("Kubernetes", "Power BI", "AML", "GDPR").
• Add common variants ("PowerBI", "ecommerce", "Postgres") where truthful.

C) A semantic tip

• Even as semantic/skills search spreads, exact tokens still matter for filtering and ranking; include both specific names ("LangChain", "LookML") and generic concepts ("RAG", "semantic layer").

Check your own file before you apply. Upload your resume for a free basic structure check — no account needed. It reports whether your headings, dates and contact block parse cleanly, which is the part you cannot see by looking at the page.

Conclusion: Your 30-Minute Execution Plan

In 30 minutes today:

1. Pick one target role and copy the job description.
2. Highlight 10–20 terms; weight ×3/×2/×1.
3. Update Summary, Skills, and 3–5 bullets with truthful matches.
4. Add one metric to each bullet.
5. Run the plain-text + mobile checks.
6. Export a text-based PDF and apply.

Keep this guide saved. For each posting, repeat the JD-diff process and drop in industry-specific keywords from the sections above. You'll be findable (keyword coverage), readable (clean layout), and credible (metrics)—the three signals hiring teams reward.

Building and previewing a resume on ForgeMyCV is free and needs no account; a PDF download starts at $0.99. Start with a template, or check the file you already have first.

Bonus: Universal Action Verbs & Power Words (copy-paste)

Led, Built, Automated, Optimized, Reduced, Increased, Launched, Delivered, Scaled, Designed, Engineered, Architected, Implemented, Migrated, Streamlined, Standardized, Consolidated, Analyzed, Modeled, Forecasted, Validated, Tested, Monitored, Resolved, Remediated, Secured, Negotiated, Facilitated, Coordinated, Influenced, Aligned, Presented, Evangelized, Mentored

This keyword guide is part of our resume templates section. For role-by-role guides, explore the full collection.