Ninety-two percent of jobs now require digital skills, according to a National Skills Coalition and Federal Reserve Bank of Atlanta analysis of 43 million job postings (2023). That means the computer skills section is no longer a formality for technical roles. It is a filter that every applicant passes through. The problem is that most candidates list the wrong things: vague categories like "Microsoft Office" or "CRM software" that an ATS cannot match, instead of the named tools a recruiter is actually screening for. This directory gives you a copy-paste list of computer skills organized by proficiency level (basic, intermediate, advanced) and by category, a dedicated basic computer skills section, role-specific resume snippets you can adapt in minutes, and ATS keyword parsing notes so you know exactly which names to use. For guidance on where and how to format these skills, see our companion article on how to list computer skills on a resume.
What counts as a computer skill in 2026
"Computer skills" now covers everything from spreadsheet software to AI prompt engineering. The category includes productivity suites, communication platforms, CRM systems, accounting software, design tools, coding languages, cloud infrastructure, and automation platforms. If it runs on a screen and is required in a job description, it belongs in this category.
Three shifts in 2025-2026 job posting data are worth noting. First, AI skill mentions in job postings grew from 5% to 9% of submissions in a single year (Pluralsight Tech Skills Analysis, 2025), making AI literacy a standard expectation rather than an advanced differentiator. Second, SQL interest jumped 27% in 2025, and nearly every data role now lists it. Third, cybersecurity skill mentions doubled from roughly 2% to 4% of postings, expanding well beyond IT roles into finance, healthcare, and operations.
of job postings now require AI skills (up from 5%)
growth in SQL mentions across job postings in 2025
cybersecurity skill mentions in job postings (2024–2025)
drop in skills-section ATS accuracy with multi-column layouts
List of computer skills for a resume (copy-paste by proficiency)
Use this list as a menu, not a checklist. Pick the tools that match your genuine ability and the target job description, then paste them into your Skills section using the exact names shown. The list is split into basic, intermediate, and advanced tiers so you can match your level to what the role expects.
- Microsoft Word
- Microsoft Excel (formulas, sorting)
- Microsoft PowerPoint
- Microsoft Outlook
- Google Docs, Sheets, Slides
- Gmail and email management
- Zoom, Google Meet
- Data entry and typing (WPM)
- Calendar scheduling (Calendly)
- PDF editing (Adobe Acrobat)
- Excel PivotTables and VLOOKUP
- Salesforce or HubSpot CRM
- Google Analytics 4 (GA4)
- Canva, Adobe Photoshop
- Asana, Trello, Monday.com
- Slack, Microsoft Teams
- QuickBooks Online
- WordPress or a CMS
- Mailchimp, Klaviyo
- Basic HTML and CSS
- SQL (PostgreSQL, MySQL, BigQuery)
- Python (pandas, NumPy)
- Tableau, Power BI (DAX)
- Excel Power Query, VBA macros
- AWS, Azure, Google Cloud
- Docker, Kubernetes, Terraform
- SAP, Oracle, NetSuite ERP
- Figma, Adobe Creative Suite
- Git, GitHub, CI/CD pipelines
- Machine learning (TensorFlow, PyTorch)
The sections below break these tools out by category (office and productivity, communication, data, design, programming, cloud, and industry software) with ATS parsing notes. If you only have a minute, copy the tier that matches your level and adjust the tool names to your job description.
Basic computer skills for a resume
Basic computer skills are the foundational tools every employer assumes you can use. For entry-level, administrative, retail, customer service, and warehouse roles, listing them clearly can be the difference between passing a screen and getting filtered out, especially when the job description explicitly asks for "basic computer knowledge" or "proficiency with office software." For most professional roles, list only the basic skills the job description calls out by name and spend the rest of your space on stronger, more specific tools.
| Basic skill | How to phrase it on a resume | When to include it |
|---|---|---|
| Word processing | Microsoft Word, Google Docs | Entry-level, admin, and clerical roles |
| Spreadsheets | Microsoft Excel (sorting, basic formulas), Google Sheets | Almost every office role; name a formula to show level |
| Email and calendar | Microsoft Outlook, Gmail, calendar scheduling | Admin, coordinator, and customer-facing roles |
| Presentations | Microsoft PowerPoint, Google Slides | Roles that involve reporting or training |
| Video conferencing | Zoom, Google Meet, Microsoft Teams | Remote and hybrid roles |
| Data entry | Data entry (10-key, 60+ WPM), CRM data input | Admin, clerical, and operations roles |
| Internet and research | Online research, web-based tools | Only if the JD names it; otherwise assumed |
| File management | Google Drive, Dropbox, SharePoint, cloud storage | Admin, operations, and collaborative roles |
Copy-paste basic computer skills example (entry-level or admin):
Computer Skills: Microsoft Word, Microsoft Excel (formulas, sorting, basic PivotTables), Microsoft PowerPoint, Microsoft Outlook, Google Workspace (Docs, Sheets, Slides), Zoom, data entry (60+ WPM), Google Drive, Calendly
Microsoft Office and Google Workspace
These two suites are the most commonly listed computer skills on resumes and the most commonly diluted. "Microsoft Office" tells an ATS and recruiter almost nothing. Specific tools and features do.
| Tool | Specific skills worth listing | ATS keyword note |
|---|---|---|
| Microsoft Excel | PivotTables, VLOOKUP/XLOOKUP, Power Query, macros, financial modeling, data validation | Use "Microsoft Excel" not "Excel" alone; add the feature name for advanced roles |
| Microsoft Word | Track Changes, mail merge, styles and templates, document automation | Skip for most professional roles unless the JD lists it; it is assumed |
| Microsoft PowerPoint | Slide deck design, executive presentations, data visualization, animations | "Microsoft PowerPoint" parses correctly; "PPT" or "Powerpoint" (lowercase t) may not |
| Microsoft Outlook | Calendar management, distribution lists, meeting coordination, email automation rules | List as "Microsoft Outlook" for admin and EA roles where calendar mastery matters |
| Microsoft Teams | Channel management, meeting facilitation, integrations, SharePoint collaboration | Use "Microsoft Teams" not "MS Teams"; both parse but the full name matches more JDs |
| Google Docs / Sheets / Slides | Real-time collaboration, Google Apps Script, importrange, data connectors | List individually or as "Google Workspace"; "G Suite" is outdated and may not match current JDs |
| Google Drive | Shared drives, permissions management, folder organization | Usually bundled under "Google Workspace"; list separately only if it is called out in the JD |
Communication and collaboration tools
Hybrid and remote-first work has elevated collaboration software from a nice-to-have to a core competency. These tools appear in most office role job descriptions across every industry.
- Slack (channels, workflows, app integrations)
- Microsoft Teams (calls, channels, file sharing)
- Zoom (webinars, breakout rooms, recordings)
- Google Meet
- Webex
- Jira (agile boards, sprint planning, epics)
- Asana (task management, project timelines)
- Monday.com (workflow automation, dashboards)
- Trello (kanban boards, card automation)
- Notion (wikis, databases, project tracking)
- Confluence (team documentation, knowledge bases)
- ClickUp (task management, time tracking)
CRM and sales tools
CRM proficiency is a hard requirement in sales, account management, customer success, marketing, and business development. Listing the specific platform matters more than writing "CRM experience."
| Platform | Key features to specify | Typical roles |
|---|---|---|
| Salesforce | Salesforce CRM, Sales Cloud, Service Cloud, Salesforce Reports, Apex, Flows | Sales, account management, customer success, Salesforce admin |
| HubSpot | HubSpot CRM, Marketing Hub, Sales Hub, workflows, sequences | Marketing, inbound sales, demand generation, RevOps |
| Zoho CRM | Pipeline management, automation rules, Zoho Analytics | SMB sales, inside sales |
| Pipedrive | Deal tracking, pipeline stages, email integration | B2B sales, SDR/BDR roles |
| Microsoft Dynamics 365 | Dynamics CRM, customer insights, Power Platform integration | Enterprise sales, ERP-adjacent roles |
Data and analytics tools
Data fluency is now expected well beyond analyst roles. Marketers pull GA4 reports, HR teams run workforce analytics, and operations managers build Power BI dashboards. List the tools you can actually use at a functional level.
| Tool | Skills to specify | ATS keyword note |
|---|---|---|
| Microsoft Excel (advanced) | PivotTables, Power Query, Power Pivot, financial modeling, VBA macros | Pair "Microsoft Excel" with the specific feature; "advanced Excel" alone is vague |
| SQL | SELECT queries, JOINs, subqueries, stored procedures, query optimization | Use "SQL"; also list the dialect if relevant: PostgreSQL, MySQL, BigQuery, T-SQL |
| Tableau | Tableau Desktop, Tableau Server, dashboards, calculated fields, LOD expressions | "Tableau" parses reliably; "Tableau Public" is a different product |
| Power BI | Power BI Desktop, DAX, data modeling, report publishing, Power BI Service | Use "Power BI" not "PowerBI" (no space fails some parsers) |
| Google Analytics | GA4, Google Analytics 4, UTM tracking, conversion events, custom reports | Specify "Google Analytics 4" or "GA4"; "Universal Analytics" is deprecated |
| Python (data) | pandas, NumPy, matplotlib, scikit-learn, Jupyter Notebooks | List "Python" plus key libraries; Python grew from 15% to 18% of job listings in one year |
| R | ggplot2, dplyr, tidyverse, R Markdown, statistical modeling | Use "R (programming language)" in skills; bare "R" can be ignored by parsers |
| Looker / Looker Studio | LookML, dashboards, data exploration, Looker Studio reports | List both names if the JD uses both; they are treated separately by ATS |
Design and creative tools
Design tools are expected for creative, marketing, product, and UX roles. For non-design roles (sales, HR, operations), Canva proficiency alone is worth listing if it appears in the JD.
- Adobe Photoshop
- Adobe Illustrator
- Adobe InDesign
- Adobe Premiere Pro
- Adobe After Effects
- Adobe XD
- Figma (wireframes, prototyping, design systems)
- Sketch
- InVision
- Zeplin
- Canva (templates, brand kits, social graphics)
- Miro (virtual whiteboarding, wireframing)
Coding and development skills
Programming languages and development frameworks belong in a dedicated Technical Skills section for engineering roles. For non-technical roles, light coding skills (HTML, CSS, basic Python) are worth listing if the job description references them.
| Category | Skills |
|---|---|
| Languages | Python, JavaScript, TypeScript, Java, C#, C++, Go, Rust, Swift, Kotlin, PHP, Ruby |
| Web front-end | HTML5, CSS3, React, Vue.js, Angular, Next.js, Tailwind CSS, Webpack |
| Back-end / APIs | Node.js, Django, FastAPI, Spring Boot, REST APIs, GraphQL, gRPC |
| Databases | PostgreSQL, MySQL, MongoDB, Redis, Elasticsearch, DynamoDB, Snowflake |
| Version control | Git, GitHub, GitLab, Bitbucket, pull requests, branching strategies |
| Testing | Jest, Pytest, Selenium, Cypress, unit testing, integration testing, TDD |
Cloud and infrastructure tools
Cloud skills are among the fastest-growing requirements in job postings. AWS mentions grew from 12% to 14% of listings in one year; Google Cloud grew from 3% to 5%. CI/CD skills grew from under 7% to over 9%. List the platform and specific services, not just the brand name.
| Platform | Key services to list |
|---|---|
| AWS | EC2, S3, Lambda, RDS, EKS, CloudFormation, IAM, CloudWatch, SageMaker |
| Microsoft Azure | Azure VMs, Azure DevOps, AKS, Azure Functions, Cosmos DB, Azure Active Directory |
| Google Cloud (GCP) | BigQuery, GKE, Cloud Run, Vertex AI, Cloud Storage, Pub/Sub |
| DevOps tools | Docker, Kubernetes, Terraform, Ansible, Jenkins, GitHub Actions, ArgoCD, Helm |
| Monitoring | Datadog, Prometheus, Grafana, Splunk, New Relic, PagerDuty |
Accounting and finance software
Finance and accounting software skills apply to bookkeepers, accountants, controllers, and finance analysts. List the specific platform, not just "accounting software."
- QuickBooks (QuickBooks Online, QuickBooks Desktop)
- Xero
- FreshBooks
- Sage 50 / Sage Intacct
- Wave Accounting
- SAP (SAP ERP, SAP S/4HANA, SAP FICO)
- Oracle Financials / Oracle ERP Cloud
- NetSuite (Oracle NetSuite)
- Microsoft Dynamics 365 Finance
- Bloomberg Terminal
ATS note: "SAP" alone parses correctly in most systems. Specifying the module (SAP FICO, SAP MM) adds precision that generic "ERP experience" does not.
AI and automation tools
AI tools are no longer a bonus section. AI skill mentions in job postings grew from 5% to 9% in a single year (Pluralsight, 2025), and AI/ML professionals earn $50,000 more on average than comparable non-AI roles. Specific tool names matter far more than vague claims like "AI proficiency."
| Category | Specific tools to list | Who should list these |
|---|---|---|
| AI writing and productivity | GitHub Copilot, Microsoft Copilot 365, ChatGPT API, Claude API, Notion AI, Grammarly | Most knowledge workers; list if used in a workflow context |
| AI image and creative | Midjourney, DALL-E, Stable Diffusion, Adobe Firefly, Runway | Creative, marketing, and design roles |
| Automation platforms | Zapier, Make (formerly Integromat), n8n, Power Automate, Workato | Operations, RevOps, marketing, admin roles |
| AI/ML development | TensorFlow, PyTorch, scikit-learn, Hugging Face, LangChain, OpenAI API, Azure OpenAI | Data scientists, ML engineers, AI engineers |
| Database and no-code AI | Airtable (AI fields, automations), Notion AI, Coda AI | Operations, project management, admin roles |
Advanced computer skills that raise your value
Advanced computer skills are the ones that move you from qualified to competitive. National Skills Coalition found that moving from a job requiring no digital skills to one requiring at least three can raise pay by an average of 45%. These are the tools worth investing in and, once you have them, worth featuring near the top of your Skills section. List only what you can demonstrate in an interview.
| Category | Advanced skills to list | Who benefits most |
|---|---|---|
| Data and analytics | SQL, Python (pandas, NumPy), R, Tableau, Power BI (DAX), Looker, Snowflake | Analysts, finance, marketing ops, operations |
| Advanced spreadsheets | Excel Power Query, Power Pivot, VBA macros, financial modeling, Google Apps Script | Finance, FP&A, operations, analysts |
| Cloud and infrastructure | AWS, Microsoft Azure, Google Cloud, Docker, Kubernetes, Terraform, CI/CD | Engineers, DevOps, IT, data platform roles |
| Programming | Python, JavaScript, TypeScript, Java, C#, Git, REST APIs | Software, data, and automation roles |
| Enterprise systems | SAP S/4HANA, Oracle ERP, NetSuite, Workday, Salesforce administration | Finance, HR, operations, enterprise roles |
| AI and machine learning | TensorFlow, PyTorch, scikit-learn, LangChain, OpenAI API, prompt engineering | Data scientists, ML and AI engineers |
Copy-paste advanced computer skills example (data analyst):
Technical Skills: SQL (PostgreSQL, BigQuery), Python (pandas, NumPy, matplotlib), Tableau, Power BI (DAX), Microsoft Excel (Power Query, VBA), Google Analytics 4, Snowflake, Git
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Resume snippets: how to list computer skills by role
Copy the block that matches your target role and swap in the specific tools from the job description. Each snippet is written as a ready-to-paste Skills section that names tools an ATS can match.
Computer Skills: Microsoft Outlook (calendar and inbox management), Microsoft Excel (PivotTables, VLOOKUP), Microsoft Word, Microsoft PowerPoint, Google Workspace, Calendly, DocuSign, Concur, SharePoint, data entry (65 WPM)
Computer Skills: Zendesk, Salesforce Service Cloud, Freshdesk, Microsoft Excel, Microsoft Outlook, Slack, Intercom, live chat platforms, CRM data entry, ticketing systems
Computer Skills: Epic EHR (scheduling, clinical documentation), Cerner PowerChart, ICD-10 coding, AdvancedMD, Microsoft Outlook, Kareo, HIPAA compliance tools, medical billing software
Computer Skills: Microsoft Excel (financial modeling, Power Query, VBA), QuickBooks Online, SAP FICO, NetSuite, SQL, Power BI, Bloomberg Terminal, Workiva
Computer Skills: HubSpot Marketing Hub, Google Analytics 4, Google Ads, Meta Ads Manager, Mailchimp, Semrush, Canva, Adobe Photoshop, WordPress, Hootsuite, Microsoft Excel
Computer Skills: Microsoft Word, Microsoft Excel (formulas, sorting), Microsoft PowerPoint, Google Workspace (Docs, Sheets, Slides), Zoom, Canva, data entry (60 WPM), Google Drive, social media platforms
Tip: if you are targeting a specific posting, mirror the tool names the employer lists word for word. If the JD says "Google Workspace," do not paste "G Suite."
How Resume Optimizer Pro reads your skills section
A skills section that looks perfect to a human can still parse as blank to a machine. Understanding how a parser reads the section is the fastest way to stop losing keyword matches you actually earned.
Resume Optimizer Pro's engine reads your resume the way an applicant tracking system does, then compares it against the target job description. When it hits the skills section, it tokenizes each entry into a normalized keyword, resolves known aliases (for example, it treats "Power BI" and "PowerBI" as the same underlying tool), and separates hard skills (named software and technical tools) from soft skills (communication, leadership) so each is matched against the right requirements in the posting. In our analysis of scored resumes, single-column comma-separated skills lists parsed cleanly in the large majority of cases, while multi-column and table-based skills layouts frequently dropped entire entries that the parser could not associate with a line of text.
The engine also flags the two failure modes this article warns about: vague category labels that resolve to no specific tool ("CRM software," "analytics platforms"), and named tools in the job description that are missing from your skills section entirely. That second signal is the highest-leverage fix, because a hard skill the employer explicitly asked for is the keyword an ATS weighs most heavily. Every gap it surfaces is a specific, named tool you can add or remove, not a generic score with no explanation.
Computer skills by industry
The tables below show the standard computer skill expectations for five major industry verticals. Each table lists the tools most commonly required in job postings, organized by function within that industry.
Healthcare
| Tool / System | What it covers | Roles that need it |
|---|---|---|
| Epic EHR (Epic Systems) | Electronic health records, patient scheduling, clinical documentation, billing | Nurses, physicians, medical assistants, billers, coordinators |
| Cerner (Oracle Health) | EHR, PowerChart, medication administration, order management | Nurses, clinical staff, health information specialists |
| Meditech | Patient accounting, clinical documentation, pharmacy management | Community hospital staff, pharmacy techs, health information |
| Allscripts | Ambulatory EHR, practice management | Outpatient clinics, physician practices |
| AdvancedMD | Practice management, medical billing, telehealth | Medical billing specialists, front desk coordinators |
| ICD-10 coding | Medical diagnosis and procedure coding | Medical coders, billers, health information managers |
| HIPAA compliance tools | Security risk assessments, audit logs, access controls | Health IT, compliance officers, administrators |
| Healtheon / WebMD Health | Patient portal management, online scheduling | Patient services coordinators |
| Dragon Medical (Nuance) | Clinical documentation via voice recognition | Physicians, surgeons, radiologists |
| Kareo / Tebra | Medical billing, practice analytics, insurance claims | Small practice administrators, billing teams |
Finance and accounting
| Tool / System | What it covers | Roles that need it |
|---|---|---|
| Microsoft Excel (advanced) | Financial modeling, PivotTables, Power Query, VBA, scenario analysis | All finance and accounting roles |
| Bloomberg Terminal | Market data, fixed income analytics, equity research, news | Investment banking, portfolio management, equity research |
| QuickBooks Online / Desktop | Bookkeeping, payroll, invoicing, financial statements | Bookkeepers, accountants, controllers (SMB) |
| SAP FICO | General ledger, accounts payable/receivable, controlling | Financial analysts, controllers, ERP specialists |
| Oracle Financials / NetSuite | Financial close, consolidation, multi-entity reporting | Corporate accounting, FP&A |
| Xero | Cloud accounting, bank reconciliation, payroll | Bookkeepers, accountants (SMB and startup) |
| Tableau / Power BI | Financial dashboards, KPI tracking, board reporting | FP&A analysts, finance managers |
| Anaplan | Connected planning, financial modeling, scenario planning | FP&A, enterprise finance |
| SQL | Data extraction, financial data analysis, reporting automation | Financial analysts, data-focused finance roles |
| Workiva | SEC reporting, financial close management, audit workflows | Public company accountants, IR teams, external auditors |
Marketing
| Tool / System | What it covers | Roles that need it |
|---|---|---|
| HubSpot Marketing Hub | Email campaigns, landing pages, lead nurturing, CRM | Demand generation, inbound marketing, marketing ops |
| Google Analytics 4 (GA4) | Traffic analysis, conversion tracking, audience reports, UTM management | All digital marketing roles |
| Google Ads / Google Ads Manager | Search/display/video campaigns, bidding strategy, conversion optimization | SEM specialists, performance marketers, digital advertisers |
| Meta Ads Manager | Facebook/Instagram campaigns, audience targeting, A/B testing | Social media marketers, paid social specialists |
| Mailchimp / Klaviyo | Email automation, list segmentation, A/B testing, deliverability | Email marketers, ecommerce marketers |
| Semrush / Ahrefs | SEO audits, keyword research, backlink analysis, rank tracking | SEO specialists, content marketers, SEO managers |
| Canva / Adobe Creative Suite | Social graphics, marketing collateral, brand templates | Content marketers, social media coordinators, brand teams |
| Salesforce Marketing Cloud / Pardot | B2B marketing automation, account-based marketing, journey builder | Marketing ops, demand generation, B2B marketers |
| Hootsuite / Sprout Social / Buffer | Social scheduling, analytics, engagement reporting | Social media managers, community managers |
| WordPress / Webflow / CMS platforms | Content publishing, SEO optimization, landing page management | Content managers, digital marketers, SEO teams |
Engineering and tech
| Tool / System | What it covers | Roles that need it |
|---|---|---|
| GitHub / GitLab | Version control, PR workflows, CI/CD pipelines, code review | All software engineering roles |
| VS Code / IntelliJ / JetBrains | IDE configuration, debugging, extensions, remote development | All software engineering roles |
| AWS / Azure / Google Cloud | Cloud infrastructure provisioning, managed services, serverless, containers | DevOps, cloud engineers, backend engineers, SREs |
| Docker / Kubernetes | Container builds, orchestration, Helm charts, cluster management | DevOps, platform engineers, SREs |
| Terraform / Ansible | Infrastructure as code, configuration management, provisioning automation | DevOps engineers, cloud architects, SREs |
| GitHub Actions / Jenkins / CircleCI | CI/CD pipeline design, automated testing, deployment automation | DevOps, backend engineers, platform engineers |
| Jira / Linear | Sprint planning, backlog grooming, issue tracking, agile ceremonies | All engineering and product roles |
| Postman / Insomnia | API testing, request collections, environment variables, mock servers | Backend engineers, QA engineers, API developers |
| Datadog / Grafana / Prometheus | Observability, metrics dashboards, alerting, incident management | SREs, DevOps, platform engineers |
| Figma (for engineers) | Design handoff, component inspection, prototyping review | Frontend engineers, full-stack engineers working with design teams |
Administrative and HR
| Tool / System | What it covers | Roles that need it |
|---|---|---|
| Workday HRIS | Employee records, payroll, performance management, recruiting module | HR generalists, HR managers, recruiters, payroll specialists |
| ADP (ADP Workforce Now / ADP Run) | Payroll processing, benefits administration, time and attendance | Payroll specialists, HR coordinators, controllers |
| BambooHR | Employee self-service, onboarding, performance reviews, PTO tracking | HR coordinators, HR managers at SMBs |
| Greenhouse ATS | Job requisitions, candidate pipeline, interview kits, offer management | Recruiters, talent acquisition managers, HR coordinators |
| Lever ATS | Candidate sourcing, hiring team collaboration, reporting | Recruiters, talent acquisition teams |
| iCIMS | Enterprise ATS, job board integrations, offer management | Enterprise recruiters, HR operations |
| Calendly / Microsoft Bookings | Interview scheduling, meeting link management, calendar automation | Recruiters, executive assistants, office coordinators |
| DocuSign / Adobe Sign | E-signatures, offer letters, contracts, onboarding documents | HR coordinators, legal, operations, office managers |
| Concur / Expensify | Expense reporting, travel booking, receipt management | Executive assistants, finance coordinators, office managers |
| SharePoint / Confluence | Intranet management, document libraries, policy wikis, process documentation | Operations coordinators, HR teams, office managers |
Before and after: weak vs strong skill sections
The gap between a weak and a strong skills section is almost always specificity. These three examples show the same role at three different precision levels.
Before (generic, ATS-weak)
Skills: Microsoft Office, Google Analytics, Social media, Email marketing, Adobe Creative Suite, CRM software, Project management tools
Problem: "CRM software" and "project management tools" are unresolvable by ATS. "Social media" is not a software skill. "Adobe Creative Suite" is a product family, not a specific tool.
After (specific, ATS-optimized)
Skills: HubSpot Marketing Hub, Google Analytics 4, Meta Ads Manager, Mailchimp, Adobe Photoshop, Adobe Illustrator, Canva, Hootsuite, Asana, Microsoft Excel (PivotTables, VLOOKUP)
Every skill is a named tool that ATS can match to a job description keyword. The Excel parenthetical demonstrates level without a separate proficiency rating.
Before (generic)
Skills: Electronic health records, Scheduling software, Microsoft Office, Medical billing, HIPAA compliance
Problem: "Electronic health records" matches nothing. The recruiter needs to know whether you can run Epic on day one.
After (specific)
Skills: Epic EHR (scheduling, clinical documentation), Cerner PowerChart, ICD-10 coding, AdvancedMD, Microsoft Outlook (calendar management), DocuSign, HIPAA compliance tools
Named EHR platforms are hard differentiators. Healthcare recruiters filter by system proficiency before reviewing anything else on the resume.
Before (generic)
Skills: Cloud platforms, CI/CD, Containers, Infrastructure automation, Monitoring tools, Agile
Problem: Every item is a category, not a named tool. A JD requiring "Terraform" or "Kubernetes" will not match.
After (specific)
Skills: AWS (EC2, EKS, Lambda, S3, IAM), Docker, Kubernetes, Terraform, GitHub Actions, ArgoCD, Datadog, Prometheus, Grafana, Python (Boto3, scripting)
Each tool is a named keyword. The AWS parenthetical lists specific services that frequently appear in JDs as separate requirements.
Skills that cost you space and credibility
Not every computer skill belongs on every resume. Including low-signal skills makes recruiters work harder and can signal that you lack judgment about what matters for the role.
- Microsoft Word (for non-admin roles): Word proficiency is assumed for any knowledge worker. Listing it in a marketing manager or engineer resume signals you have nothing stronger to include.
- "Email" or "internet browsing": These are not skills. They are infrastructure everyone has used since childhood.
- Outdated software versions: "Windows XP," "Microsoft Office 2007," or "Internet Explorer" signal you have not updated your resume in over a decade.
- Vague categories instead of tool names: "CRM software," "project management tools," and "analytics platforms" tell ATS nothing and tell recruiters you are not fluent enough to name the specific product.
- Skills you cannot demonstrate: If you list "Kubernetes" and cannot walk through deploying a workload, remove it. Recruiters and hiring managers test skills in interviews.
- Skills with zero relevance to the role: A graphic design portfolio is irrelevant to a data analyst role unless design is part of the JD. Prioritize depth in relevant tools over breadth across unrelated ones.
ATS keyword parsing: names that pass and names that fail
ATS systems are exact-match engines at their core. The table below documents the most common naming mistakes that cause valid skills to fail parsing, based on ATS audit data from Jobscan and our own resume analysis.
| What you write | What you should write | Why it matters |
|---|---|---|
| MS Office | Microsoft Office or Microsoft 365 | JDs rarely write "MS Office"; match the JD phrasing exactly |
| Powerpoint (lowercase t) | Microsoft PowerPoint | Some parsers are case-sensitive for product names; use the official capitalization |
| PowerBI (no space) | Power BI | Microsoft's official name includes the space; "PowerBI" fails some parsers |
| G Suite | Google Workspace | Google rebranded G Suite in 2020; modern JDs use "Google Workspace" |
| Universal Analytics / Google Analytics UA | Google Analytics 4 or GA4 | Universal Analytics was sunset in 2023; JDs now specify GA4 |
| SAP (alone) | SAP ERP, SAP S/4HANA, or the specific module | "SAP" alone parses but misses module-specific JD requirements |
| R (programming) | R (programming language) or R programming | Single-letter "R" is frequently skipped by tokenizers |
| EHR | Epic EHR, Cerner, or the specific platform | Generic "EHR" does not match JDs requiring a named system |
| QuickBooks (any version) | QuickBooks Online or QuickBooks Desktop (specify which) | JDs frequently specify the deployment model; they are distinct products |