QA tester
Illustrative score. It reflects task structure, not a prediction about your employer.
87/ 100
RecomposingThe role is being rebuilt around you. Move first.
This is not a warning about the future. The task mix has already changed, hiring has already changed, and the title is the last thing to update. The fastest exits are sideways: adjacent roles that need your domain knowledge plus AI direction.
Defend this
Adversarial thinking, understanding what users actually do, and refusing to sign off.
Acquire this
Evaluation design for AI systems, test automation architecture, and release risk ownership.
Roles that are hiring for what you already know
- AI evaluation engineer
- Release manager
- Agent quality lead
Test cases generate themselves. Someone still has to imagine the failure nobody wrote down.Test my task stack →
