Occupation · 2026 assessment
Kontroler is an occupation responsible for verification of product or process compliance, defect detection and documented quality decisions. The profile assesses automation of individual tasks rather than disappearance of the whole occupation.
A forecast estimate, not a guaranteed scenario.
Risk applies to individual tasks—not to a person or an entire occupation.
| Task | Risk |
|---|---|
| Full-population transaction testing and anomaly detection | 55% |
| Mapping requirements to documents and controls | 57% |
| Assessing evidence sufficiency and issuing a conclusion | 22% |
| Variant calculations and parameter selection | 57% |
| Preparing drawings and technical documents | 52% |
| Modeling and checking standard operating modes | 48% |
| Diagnostics using telemetry and logs | 49% |
| Component integration and prototype testing | 29% |
Task map
Each task is positioned by AI capability and the degree of human involvement still required.
United States · before tax
Estimated nominal monthly pay. The scenario reflects sector, demand and task resilience; it is not a guarantee of income.
Practical next step
Do not restart from zero: carry your experience forward and add scarce skills.
Job search and transitions
Compare adjacent paths and open a current search for the selected occupation.
Skill fit 89% · risk 14%
Search jobs ↗Skill fit 87% · risk 15%
Search jobs ↗Skill fit 83% · risk 21%
Search jobs ↗Skill fit 83% · risk 12%
Search jobs ↗Skill fit 81% · risk 16%
Search jobs ↗Skill fit 50% · risk 14%
Search jobs ↗Updated: 2026-09-26 · Assessment confidence: Medium
Nearly 30,000 tasks; a global assessment of GenAI exposure across detailed occupational groups.
A survey of more than 1,000 employers representing over 14 million workers across 55 economies.
Occupational, task, skill and work-context structure.