Occupation · 2026 assessment
Spetsialist po vibrodiagnostike (inzhener / spetsialist po vibratsii) is an occupation responsible for calculation, design or technical support of a system under physical and safety constraints. 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 |
|---|---|
| Variant calculations and parameter selection | 60% |
| Preparing drawings and technical documents | 55% |
| Modeling and checking standard operating modes | 51% |
| Diagnostics using telemetry and logs | 52% |
| Component integration and prototype testing | 32% |
| Solution approval and safety accountability | 17% |
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 85% · risk 21%
Search jobs ↗Skill fit 85% · risk 12%
Search jobs ↗Skill fit 83% · risk 16%
Search jobs ↗Skill fit 50% · risk 14%
Search jobs ↗Skill fit 62% · risk 12%
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.