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Occupation · 2026 assessment

Apparatchik splavleniya

Apparatchik splavleniya is an occupation responsible for operation of an industrial process with control of operating conditions, quality and safety. The profile assesses automation of individual tasks rather than disappearance of the whole occupation.

High risk level Search jobs ↗
How risk may change

A forecast estimate, not a guaranteed scenario.

62%2026
65%2028
69%2030
75%2035

Which tasks are exposed

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

TaskRisk
Setting up a standard production cycle62%
Visual quality control of serial production58%
Planning equipment utilization51%
Repeatable physical operations on a line58%
Diagnosing a non-standard equipment fault35%
Changeover, safety and result acceptance19%

Task map

AI replaces ↔ AI augments

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

  1. 1Setting up a standard production cycleAI 62% · human 67%
  2. 2Visual quality control of serial productionAI 58% · human 63%
  3. 3Planning equipment utilizationAI 51% · human 70%
  4. 4Repeatable physical operations on a lineAI 58% · human 61%
  5. 5Diagnosing a non-standard equipment faultAI 35% · human 71%
  6. 6Changeover, safety and result acceptanceAI 19% · human 74%

Why technology can change this work

  • serial operations fit industrial robots
  • sensors and computer vision automate quality control
  • the scale and cost of routine operations create a strong automation incentive
  • planning and maintenance are moving to predictive systems

What protects the occupation

  • equipment setup and non-standard fault resolution
  • production safety accountability
  • a large share of value comes from human judgement, trust or personal accountability
  • variable materials and low-volume processes

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$6 300per month
2035$8 000scenario estimate
2026: $6 30020262027: $6 45020272028: $6 65020282029: $6 80020292030: $7 00020302031: $7 20020312032: $7 40020322033: $7 60020332034: $7 80020342035: $8 0002035
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.

Electrician

Established resilient role
New role risk12%
DemandMediumDifficultyMediumTime6–12 monthsSkill fit68%

Materials Discovery Specialist

Emerging role
New role risk13%
DemandHighDifficultyHighTime12–24 monthsSkill fit56%

AI Evaluation Engineer

Emerging role
New role risk16%
DemandHighDifficultyMediumTime6–12 monthsSkill fit60%

Robot Fleet Manager

Emerging role
New role risk12%
DemandHighDifficultyMediumTime6–12 monthsSkill fit66%

Robot Safety Engineer

Emerging role
New role risk10%
DemandHighDifficultyMediumTime6–12 monthsSkill fit64%

Robotics Maintenance Planner

Emerging role
New role risk15%
DemandHighDifficultyMediumTime6–12 monthsSkill fit64%

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

  • manufacturing-process understanding
  • equipment operation
  • quality control
  • occupational safety

Skills to build

  • industrial robotics
  • predictive maintenance
  • computer vision
  • manufacturing digital twins
CurrentApparatchik splavleniya · 62%
→
Keepmanufacturing-process understanding · equipment operation · quality control
→
Addindustrial robotics · predictive maintenance · computer vision

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.