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Occupation · 2026 assessment

Operator kvantovykh vychisleniy

Operator kvantovykh vychisleniy is an occupation responsible for integration of automation, electronics or robotic equipment and reliable operation of the system. The profile assesses automation of individual tasks rather than disappearance of the whole occupation.

Moderate risk level Search jobs ↗
How risk may change

A forecast estimate, not a guaranteed scenario.

44%2026
47%2028
51%2030
57%2035

Which tasks are exposed

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

TaskRisk
Executing operations through a standard workflow63%
Recognizing and classifying incoming data57%
Escalating non-standard cases to a responsible specialist28%
Variant calculations and parameter selection57%
Preparing drawings and technical documents52%
Modeling and checking standard operating modes48%
Diagnostics using telemetry and logs49%
Component integration and prototype testing29%

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 63% · human 64%
  2. 2Recognizing and classifying incoming dataAI 57% · human 72%
  3. 3Escalating non-standard cases to a responsible specialistAI 28% · human 74%
  4. 4Variant calculations and parameter selectionAI 57% · human 61%
  5. 5Preparing drawings and technical documentsAI 52% · human 64%
  6. 6Modeling and checking standard operating modesAI 48% · human 66%
  7. 7Diagnostics using telemetry and logsAI 49% · human 72%
  8. 8Component integration and prototype testingAI 29% · human 70%

Why technology can change this work

  • systems can run standard modes autonomously and escalate only exceptions
  • 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
  • system reliability and safety accountability
  • a large share of value comes from human judgement, trust or personal 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 450per month
2035$11 400scenario estimate
2026: $8 45020262027: $8 75020272028: $9 05020282029: $9 35020292030: $9 65020302031: $10 00020312032: $10 35020322033: $10 70020332034: $11 05020342035: $11 4002035
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.

Robotics Technician

Established resilient role
New role risk18%
DemandHighDifficultyLowTime3–6 monthsSkill fit89%

Digital Twin Engineer

Emerging role
New role risk14%
DemandHighDifficultyLowTime3–6 monthsSkill fit87%

Industrial Automation Engineer

Established resilient role
New role risk21%
DemandMediumDifficultyLowTime3–6 monthsSkill fit83%

Robot Fleet Manager

Emerging role
New role risk12%
DemandHighDifficultyLowTime3–6 monthsSkill fit83%

Generative Design Engineer

Emerging role
New role risk16%
DemandHighDifficultyLowTime3–6 monthsSkill fit81%

AI Security Engineer

Emerging role
New role risk14%
DemandHighDifficultyHighTime12–24 monthsSkill fit50%

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
  • engineering thinking
  • calculation and diagnostics
  • technical documentation
  • physical-constraint understanding

Skills to build

  • autonomous-system supervision
  • log and telemetry analysis
  • digital twins
  • robotics and mechatronics
  • AI-assisted engineering
  • systems safety
CurrentOperator kvantovykh vychisleniy · 44%
→
Keepprocess monitoring · emergency-procedure execution · engineering thinking
→
Addautonomous-system supervision · log and telemetry analysis · digital twins

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.