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Occupation · 2026 assessment

Operator avtomatizirovannoy selkhoztekhniki

Operator avtomatizirovannoy selkhoztekhniki 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.

Low risk level Search jobs ↗
How risk may change

A forecast estimate, not a guaranteed scenario.

40%2026
43%2028
47%2030
53%2035

Which tasks are exposed

Risk applies to individual tasks—not to a person or an entire occupation.

TaskRisk
Executing operations through a standard workflow61%
Recognizing and classifying incoming data56%
Escalating non-standard cases to a responsible specialist27%
Diagnostics using fault codes and telemetry50%
Planning scheduled maintenance54%
Physical repair of a non-standard fault24%
Variant calculations and parameter selection56%
Preparing drawings and technical documents51%

Task map

AI replaces ↔ AI augments

Each task is positioned by AI capability and the degree of human involvement still required.

  1. 1Executing operations through a standard workflowAI 61% · human 65%
  2. 2Recognizing and classifying incoming dataAI 56% · human 73%
  3. 3Escalating non-standard cases to a responsible specialistAI 27% · human 75%
  4. 4Diagnostics using fault codes and telemetryAI 50% · human 67%
  5. 5Planning scheduled maintenanceAI 54% · human 72%
  6. 6Physical repair of a non-standard faultAI 24% · human 71%
  7. 7Variant calculations and parameter selectionAI 56% · human 62%
  8. 8Preparing drawings and technical documentsAI 51% · human 65%

Why technology can change this work

  • systems can run standard modes autonomously and escalate only exceptions
  • predictive diagnostics identify likely failure points in advance
  • AI generates design options and assists calculations
  • digital twins accelerate testing
  • routine documentation and component selection can be automated

What protects the occupation

  • recognizing dangerous situations and safely taking manual control
  • physical diagnosis, repair and post-intervention equipment validation
  • a large share of value comes from human judgement, trust or personal accountability
  • system reliability and safety accountability
  • real constraints of materials and equipment
  • integration of mechanics, electronics and software

United States · before tax

Average pay and outlook

Estimated nominal monthly pay. The scenario reflects sector, demand and task resilience; it is not a guarantee of income.

2026$8 400per month
2035$11 350scenario estimate
2026: $8 40020262027: $8 70020272028: $9 00020282029: $9 30020292030: $9 60020302031: $9 95020312032: $10 25020322033: $10 60020332034: $11 00020342035: $11 3502035
Find jobs ↗The partner link may contain referral parameters. Data benchmark: U.S. Bureau of Labor Statistics ↗

Practical next step

Where to move next

Do not restart from zero: carry your experience forward and add scarce skills.

Digital Twin Engineer

Emerging role
New role risk14%
DemandHighDifficultyLowTime3–6 monthsSkill fit89%

Energy Storage Optimizer

Emerging role
New role risk12%
DemandHighDifficultyMediumTime6–12 monthsSkill fit68%

Robot Safety Engineer

Emerging role
New role risk10%
DemandHighDifficultyLowTime3–6 monthsSkill fit85%

Robotics Maintenance Planner

Emerging role
New role risk15%
DemandHighDifficultyLowTime3–6 monthsSkill fit83%

Industrial Automation Engineer

Established resilient role
New role risk21%
DemandMediumDifficultyLowTime3–6 monthsSkill fit79%

Robot Fleet Manager

Emerging role
New role risk12%
DemandHighDifficultyLowTime3–6 monthsSkill fit81%

Job search and transitions

Find work with a lower risk index

Compare adjacent paths and open a current search for the selected occupation.

Skills you already have

  • process monitoring
  • emergency-procedure execution
  • fault finding
  • maintenance
  • safe equipment work
  • engineering thinking

Skills to build

  • autonomous-system supervision
  • log and telemetry analysis
  • predictive maintenance
  • telemetry-based diagnostics
  • digital twins
  • robotics and mechatronics
CurrentOperator avtomatizirovannoy selkhoztekhniki · 40%
→
Keepprocess monitoring · emergency-procedure execution · fault finding
→
Addautonomous-system supervision · log and telemetry analysis · predictive maintenance

Sources and update

Updated: 2026-09-26 · Assessment confidence: Medium

International Labour Organization · 2025Generative AI and Jobs: A Refined Global Index of Occupational Exposure

Nearly 30,000 tasks; a global assessment of GenAI exposure across detailed occupational groups.

World Economic Forum · 2025The Future of Jobs Report 2025

A survey of more than 1,000 employers representing over 14 million workers across 55 economies.

O*NET Resource Center · 2026O*NET Database

Occupational, task, skill and work-context structure.