Resume Keywords by Role

The skills employers list most for each role, counted across recent job postings (September 29, 2026 to November 12, 2026). Pick a role to see its full list, or check your resume against one job.

• Software Engineer

  Python, Java, TypeScript, React

  2777 postings, 1549 employers

• Data Analyst

  SQL, Python, Tableau, Power BI

  398 postings, 318 employers

• Data Engineer

  SQL, Python, Spark, Snowflake

  533 postings, 423 employers

• Full Stack Developer

  React, TypeScript, Python, Java

  590 postings, 422 employers

• AI Engineer

  Python, LLMs, APIs, SQL

  387 postings, 285 employers

• Machine Learning Engineer

  Python, PyTorch, Machine learning, TensorFlow

  337 postings, 224 employers

• Business Analyst

  SQL, Excel, Data analysis, Business analysis

  418 postings, 308 employers

• Data Scientist

  Python, SQL, Machine learning, R

  559 postings, 395 employers

• DevOps Engineer

  Kubernetes, Terraform, Python, AWS

  232 postings, 183 employers

• Site Reliability Engineer

  Kubernetes, Python, Terraform, AWS

  213 postings, 166 employers

• Java Developer

  Java, Spring Boot, Spring, SQL

  48 postings, 31 employers

• Backend Engineer

  Python, AWS, Go, Java

  134 postings, 102 employers

• Frontend Developer

  React, TypeScript, JavaScript, HTML

  74 postings, 57 employers

• Product Manager

  Product management, Data analysis, APIs, SQL

  1967 postings, 1245 employers

• Project Manager

  Project management, Risk management, Microsoft Office, Budgeting

  2143 postings, 1329 employers

• QA Engineer

  Python, Playwright, Selenium, CI/CD

  251 postings, 188 employers

• IT Support Specialist

  Windows, Active Directory, Troubleshooting, Microsoft 365

  346 postings, 284 employers

• Business Intelligence Analyst

  SQL, Power BI, Tableau, Python

  107 postings, 92 employers

• Platform Engineer

  Python, Terraform, Kubernetes, AWS

  482 postings, 342 employers