Computer skills on a resume are not just for engineers. From healthcare coordinators running Epic EHR to marketing managers pulling reports in Google Analytics, the specific software tools you list determine whether your resume clears an ATS filter and whether a recruiter reads the rest. This directory organizes 100+ computer skills by category and by industry, with 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.

9%

of job postings now require AI skills (up from 5%)

+27%

growth in SQL mentions across job postings in 2025

2x

cybersecurity skill mentions in job postings (2024–2025)

46%

drop in skills-section ATS accuracy with multi-column layouts

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.

Messaging and meetings
  • Slack (channels, workflows, app integrations)
  • Microsoft Teams (calls, channels, file sharing)
  • Zoom (webinars, breakout rooms, recordings)
  • Google Meet
  • Webex
Project management
  • 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.

Professional design
  • Adobe Photoshop
  • Adobe Illustrator
  • Adobe InDesign
  • Adobe Premiere Pro
  • Adobe After Effects
  • Adobe XD
UI/UX and collaboration
  • 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."

SMB and mid-market
  • QuickBooks (QuickBooks Online, QuickBooks Desktop)
  • Xero
  • FreshBooks
  • Sage 50 / Sage Intacct
  • Wave Accounting
Enterprise ERP
  • 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

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.

Example 1: Marketing coordinator

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.

Example 2: Healthcare administrative coordinator

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.

Example 3: DevOps engineer

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

Frequently asked questions

What computer skills should I put on my resume?

Include skills that are relevant to the role and at your genuine proficiency level. For most office roles, that means Microsoft 365 or Google Workspace, a CRM if relevant, project management tools, and any industry-specific software. Always match the exact software name used in the job description for ATS compatibility.

Where should computer skills go on a resume?

In a dedicated Skills section, typically after Work Experience. For tech roles, expand it into a Technical Skills section with subcategories. Do not bury skills inside your work history bullets unless they are core to a specific achievement. For detailed guidance on placement and formatting, see how to list computer skills on a resume.

Should I list Microsoft Office on my resume?

Only if it is specifically required in the job description, or if you have advanced skills such as Excel PivotTables, Power Query, or macro development. Basic Office proficiency is assumed for most professional roles. Listing it when you lack advanced skills wastes space and can make the recruiter wonder what else you are padding.

How do ATS systems read computer skills?

ATS systems match exact text strings. "MS Office" and "Microsoft Office" are treated as different keywords by most parsers. Use the exact software name as it appears in the job posting. If the job says "Microsoft 365," do not write "MS Office Suite." Single-column, plain-text formatting parses with over 95% accuracy; multi-column layouts drop to 46% accuracy.

Are AI tools worth listing on a resume?

Yes. AI skill mentions in job postings grew from 5% to 9% in a single year (Pluralsight, 2025). Specific tools such as GitHub Copilot, ChatGPT API, Microsoft Copilot 365, or Zapier AI are more credible than a generic claim of "AI proficiency." List tools you have used in a real work context and can speak to in an interview.

What computer skills are needed for administrative jobs?

Administrative roles typically require: Microsoft Outlook (calendar management), Microsoft Excel, Google Workspace, an ATS or HRIS platform (Workday, Greenhouse, BambooHR), scheduling tools (Calendly), DocuSign or Adobe Sign for contracts, and an expense platform (Concur, Expensify). For EA roles at larger companies, Salesforce and SharePoint are also commonly listed.