Software Developers and Software Quality Assurance Analysts and Testers
Your AI roadmap
3 of your strengths already reach other roles.
Your strengths
Where this comes from
How AI evolves your skills
Today
AI Integration and Development
AI evolution
Software developers utilize artificial intelligence principles and techniques throughout computing applications, supported by ACM's Special Interest Groups including SIGAI for artificial intelligence, SIGPLAN for programming languages, and specialized resources covering foundational concepts and cutting-edge advancements in machine learning integration with software development practices.
Verified · Association for Computing Machinery (…Where this comes from
Association for Computing Machinery (…
View guidance from your fieldToday
AI-Assisted Test Generation and QA
AI evolution
AI tools can draft test cases and surface edge cases straight from your code or requirements, so you get broader coverage faster, and you still review the assertions and decide what really matters.
Verified · the vendorWhere this comes from
the vendor
See the courseToday
AI Code Review and Pull Request Analysis
AI evolution
An AI reviewer can look over a pull request, point out likely issues, and suggest fixes, giving you a helpful first pass before a human teammate signs off on the merge.
Verified · the vendorWhere this comes from
the vendor
See the course
Your next moves
- This weekStart free
AI Integration and Development
Vetted course — on your planWhere this comes from
Association for Computing Machinery (…
View guidance from your field - This month
AI-Assisted Test Generation and QA
Vetted course — on your planWhere this comes from
the vendor
See the course - This quarter
AI Code Review and Pull Request Analysis
Where this comes from
the vendor
See the course
Next milestones
GitHub Copilot
This month · cited
Where this comes from
AI Code Quality Tools
This month · cited
Where this comes from
Where it leads
- Computer ProgrammerBuilds on the test generation you already use.
- Information Security EngineersBuilds on the code you already use.
- Blockchain EngineersBuilds on the generation you already use.
From official U.S. labor data
U.S. Department of Labor · O*NET(r) is sponsored by the U.S. Department of Labor, Employment and Training Administration. Used under Creative Commons Attribution 4.0 International (CC BY 4.0).
U.S. Department of Labor
View the official data