ATS systems reject 75% of resumes before a human ever reads them, and keyword gaps in the skills section are the primary reason (Jobscan, 2023). Before a recruiter sees your name, an algorithm scans for the specific skills listed in the job posting. If they are not there, you are filtered out, regardless of experience. This guide covers which skills to include, how to format them for ATS, and a comprehensive list organized by industry.
Skills by the Numbers
of resumes are rejected by ATS before human review (Jobscan, 2023)
skills is the optimal range for most professional resumes
of job postings list at least one specific required skill (Burning Glass / Lightcast, 2025)
of hiring managers cite the skills section as a key screening factor (LinkedIn Talent Trends, 2025)
Hard Skills vs. Soft Skills: What ATS Cares About
Hard skills are specific, teachable abilities: programming languages, certifications, software platforms. Soft skills are interpersonal traits: communication, leadership, adaptability. ATS systems are built to scan for hard skills because they are exact-match keywords. Soft skills written as vague claims ("excellent communicator," "strong leader") are nearly invisible to parsers.
That does not mean soft skills are worthless. Hiring managers value them highly, but they need to appear as concrete evidence in your work history bullets, not as standalone claims in a skills list. The skills section is where hard skills live. Soft skills belong in your bullet points, backed by results.
| Dimension | Hard Skills | Soft Skills |
|---|---|---|
| ATS keyword matching | High impact | Low impact |
| Where they appear | Skills section + work history | Work history bullets only |
| Examples | Python, SQL, Salesforce, PMP | Leadership, communication, teamwork |
| Verifiable by recruiter | Yes (certifications, portfolio, test) | Only through references/interviews |
| Resume placement priority | Dedicated skills section + bullets | Woven into achievement bullets |
For a deeper look at how these two categories differ and when each matters more, see our guide to soft skills vs. hard skills.
Top Skills by Industry
Use this reference to identify high-value skills for your field. Cross-reference each list against the specific job posting you are targeting: the skills that appear in both the posting and your experience are your highest-priority keywords.
Technology
Software engineering, data, and IT roles are among the most ATS-filtered categories. Exact tool names matter: write "Python" not "programming," "AWS" not "cloud platforms."
Programming and Data
Python, SQL, JavaScript, Java, C++, R, HTML/CSS, React, Node.js, REST APIs, Git, machine learning, data analysis, statistical modeling
Cloud and Infrastructure
AWS, Azure, Google Cloud Platform, Docker, Kubernetes, CI/CD, Terraform, cybersecurity, network security, cloud computing, DevOps, Linux, system administration
Process and Tools
Agile, Scrum, Kanban, Jira, Confluence, product roadmapping, sprint planning, technical documentation, API design, microservices architecture
AI and Emerging
Large language models, prompt engineering, LangChain, TensorFlow, PyTorch, computer vision, NLP, Copilot, generative AI, MLOps
Healthcare
Healthcare ATS systems (many hospitals use Workday or iCIMS) are especially sensitive to credential abbreviations. Always include both the spelled-out term and its abbreviation: "Basic Life Support (BLS)."
Clinical Skills
Patient care, IV therapy, medication administration, phlebotomy, wound care, vital signs monitoring, CPR/BLS/ACLS, PALS, clinical documentation, patient assessment
Systems and Compliance
EHR/EMR systems, Epic, Cerner, Meditech, HIPAA compliance, ICD-10 coding, medical billing, case management, care coordination, infection control
Finance and Accounting
Technical Finance Skills
Financial modeling, Excel/VBA, QuickBooks, SAP, Bloomberg Terminal, GAAP, IFRS, auditing, SEC reporting, tax preparation, variance analysis, FP&A, DCF valuation
Risk and Compliance
Risk management, internal controls, Sarbanes-Oxley (SOX), AML/BSA compliance, Basel III, stress testing, credit analysis, portfolio management, CFA, CPA
Marketing
Digital Marketing
SEO, SEM, Google Analytics 4, Google Ads, Meta Ads, HubSpot, Salesforce, content strategy, A/B testing, conversion rate optimization, email marketing, marketing automation
Analytics and Tools
Tableau, Power BI, SQL for marketing, CRM management, brand management, social media management, paid social, influencer marketing, Looker Studio, Mixpanel
Operations and Project Management
Certifications
PMP, CAPM, Scrum Master (CSM/PSM), Six Sigma Black Belt, Lean, ITIL, Prince2, Agile coaching
Process Skills
Process improvement, budget management, vendor management, KPI tracking, resource allocation, capacity planning, risk mitigation, change management
Tools
MS Project, Asana, Monday.com, Jira, Smartsheet, Trello, stakeholder communication, ERP systems, supply chain management, procurement
Sales
Core Sales Skills
CRM (Salesforce, HubSpot), cold calling, pipeline management, account management, contract negotiation, quota achievement, territory management, business development
Sales Enablement
Sales forecasting, lead qualification, MEDDIC/SPIN/challenger selling methodologies, outbound prospecting, LinkedIn Sales Navigator, ZoomInfo, Outreach, Gong
Creative and Design
Design Tools
Adobe Creative Suite (Photoshop, Illustrator, InDesign, Premiere), Figma, Sketch, After Effects, Canva, Blender, Cinema 4D, Final Cut Pro, DaVinci Resolve
Design Disciplines
UX/UI design, brand identity, typography, user research, wireframing, prototyping, accessibility design, web design, motion graphics, copywriting, content strategy
Education
Instructional Skills
Curriculum development, lesson planning, differentiated instruction, classroom management, formative assessment, IEP development, special education, ESL/ELL instruction
Ed-Tech and Compliance
Canvas, Blackboard, Google Classroom, Schoology, FERPA compliance, data-driven instruction, student engagement strategies, PBIS, RTI/MTSS, state testing preparation
For a much deeper list focused specifically on hard skills by category, see our companion article on hard skills for a resume.
How to Choose Which Skills to Include
The most effective skills section is not a comprehensive list of everything you have ever touched. It is a targeted list of the skills most relevant to the specific role you are applying for. Follow this three-step process for every application.
Step 1: Extract
Copy the job posting into a text editor. Highlight every skill, tool, and technology mentioned. Pay special attention to the "required" or "must-have" section, where these appear most explicitly.
Step 2: Match
Compare the extracted skills against your actual experience. Only include skills you can speak to credibly in an interview. Never list a skill you could not demonstrate at an intermediate level.
Step 3: Prioritize
Rank your matched skills by relevance to the role. Lead with the skills the posting emphasizes most. For technical roles, hard skills come first. For management roles, include a blend of technical and domain-specific skills.
Where to Put Skills on Your Resume
Resume skills should appear in two places: a dedicated skills section and embedded in your work history bullets. Each placement serves a different purpose.
| Placement | Purpose | Best For | Example |
|---|---|---|---|
| Dedicated Skills Section | ATS keyword matching; quick recruiter scan | Hard skills, tools, certifications | Python | SQL | Tableau | PMP |
| Work History Bullets | Context and proof of skill | Both hard and soft skills in context | "Built Python ETL pipeline processing 2M rows/day" |
| Resume Summary | Front-loading key terms for ATS | Top 2-3 defining skills only | "Data engineer with 6 years of Python and AWS experience" |
The dedicated skills section should be a clean, comma- or pipe-separated list. Avoid rating scales (stars, percentages, bars). They add visual noise, carry no ATS value, and can actually undermine credibility by suggesting that some of your skills are weak.
For complete formatting guidance with visual examples, see our article on how to list skills on a resume.
How Many Skills to List
The right number is 10 to 15 skills for most professional resumes. This range is large enough to cover the primary requirements of most job postings, and concise enough that every listed skill reads as genuinely relevant rather than padding.
Too thin. Likely to miss key ATS keywords and appear underqualified.
The sweet spot. Covers ATS requirements without diluting relevance.
Too broad. Signals unfocused experience; recruiters discount bulk lists.
Technical roles (software engineers, data scientists) can push to 18 skills when listing specific tools and technologies, because each one maps to a distinct ATS keyword. Non-technical roles should stay closer to 10-12.
ATS Formatting: How to Write Skills Scanners Can Read
The way you format your skills section directly affects whether ATS picks up those keywords. Several common mistakes cause parsers to skip entire skills lists.
| Rule | Do This | Not This | Why It Matters |
|---|---|---|---|
| Section label | Skills, Technical Skills, Core Competencies | "What I'm good at," "Toolkit" | ATS looks for standard headers to identify the section |
| Layout | Single-column list or pipe-separated | Two-column tables, text boxes | Multi-column table cells are often misread or skipped entirely |
| Skill names | Exact names: "Google Analytics 4," "Salesforce CRM" | "Analytics tools," "CRM software" | ATS matches on exact keyword strings, not categories |
| Abbreviations | Spell out and abbreviate: "Project Management Professional (PMP)" | Abbreviation only: "PMP" | Some ATS versions match only the full phrase or only the acronym |
| Formatting | Plain text, standard fonts (Arial, Calibri) | Icons, star ratings, colored bars | Decorative elements cause parser errors on most platforms |
| File format | .docx (most ATS), .pdf only if explicitly requested | .pages, .jpg, image-based PDFs | Non-text files prevent skills from being indexed at all |
For more on how ATS systems parse and score resumes, see our guide to technical skills for a resume and our overview of how to list computer skills on a resume.
Frequently Asked Questions
Build a Skills Section That Passes ATS
The most important thing you can do is match your skills to the specific language in each job posting rather than using a generic list. ATS systems match on exact keywords; a posting that says "Salesforce" and a resume that says "CRM software" will not match, even though the meaning is the same.
Resume Optimizer Pro analyzes your resume against any job description, extracts the exact skill keywords the ATS will scan for, and shows you precisely which gaps to close before you apply. It takes about 30 seconds and shows your current match score.
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