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Occupation · 2026 assessment

Naladchik formovochnykh i sterzhnevykh mashin

Naladchik formovochnykh i sterzhnevykh mashin is an occupation responsible for diagnostics, maintenance and restoration of equipment under real operating conditions. 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.

42%2026
45%2028
49%2030
55%2035

Which tasks are exposed

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

TaskRisk
Diagnostics using fault codes and telemetry53%
Planning scheduled maintenance57%
Physical repair of a non-standard fault26%
Variant calculations and parameter selection59%
Preparing drawings and technical documents54%
Modeling and checking standard operating modes50%
Diagnostics using telemetry and logs51%
Component integration and prototype testing30%

Task map

AI replaces ↔ AI augments

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

  1. 1Diagnostics using fault codes and telemetryAI 53% · human 64%
  2. 2Planning scheduled maintenanceAI 57% · human 69%
  3. 3Physical repair of a non-standard faultAI 26% · human 68%
  4. 4Variant calculations and parameter selectionAI 59% · human 59%
  5. 5Preparing drawings and technical documentsAI 54% · human 62%
  6. 6Modeling and checking standard operating modesAI 50% · human 64%
  7. 7Diagnostics using telemetry and logsAI 51% · human 70%
  8. 8Component integration and prototype testingAI 30% · human 68%

Why technology can change this work

  • 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

  • physical diagnosis, repair and post-intervention equipment validation
  • 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$9 050per month
2035$12 250scenario estimate
2026: $9 05020262027: $9 35020272028: $9 70020282029: $10 00020292030: $10 35020302031: $10 70020312032: $11 05020322033: $11 45020332034: $11 85020342035: $12 2502035
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%

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%

Digital Twin Engineer

Emerging role
New role risk14%
DemandHighDifficultyLowTime3–6 monthsSkill fit81%

Industrial Automation Engineer

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

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

  • fault finding
  • maintenance
  • safe equipment work
  • engineering thinking
  • calculation and diagnostics
  • technical documentation

Skills to build

  • predictive maintenance
  • telemetry-based diagnostics
  • digital twins
  • robotics and mechatronics
  • AI-assisted engineering
  • systems safety
CurrentNaladchik formovochnykh i sterzhnevykh mashin · 42%
→
Keepfault finding · maintenance · safe equipment work
→
Addpredictive maintenance · telemetry-based diagnostics · 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.