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Occupation · 2026 assessment

Montazhnik selskokhozyaystvennogo oborudovaniya

Montazhnik selskokhozyaystvennogo oborudovaniya is an occupation responsible for cultivation, care or restoration of living systems under seasonal, biological and environmental 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.

36%2026
39%2028
43%2030
49%2035

Which tasks are exposed

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

TaskRisk
Preliminary diagnosis from images and sensor readings39%
Calculating materials and preparing a work plan44%
Installation and repair in an unpredictable physical environment29%
Monitoring sensors, fields and crop condition39%
Calculating irrigation, nutrition and treatment46%
Sorting produce by visual characteristics44%
Operating machinery on a standard route58%
Diagnosing problems directly in the field35%

Task map

AI replaces ↔ AI augments

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

  1. 1Preliminary diagnosis from images and sensor readingsAI 39% · human 64%
  2. 2Calculating materials and preparing a work planAI 44% · human 62%
  3. 3Installation and repair in an unpredictable physical environmentAI 29% · human 81%
  4. 4Monitoring sensors, fields and crop conditionAI 39% · human 74%
  5. 5Calculating irrigation, nutrition and treatmentAI 46% · human 72%
  6. 6Sorting produce by visual characteristicsAI 44% · human 71%
  7. 7Operating machinery on a standard routeAI 58% · human 58%
  8. 8Diagnosing problems directly in the fieldAI 35% · human 79%

Why technology can change this work

  • AI improves fault diagnostics and job planning but does not perform all physical repairs
  • drones and satellites automate field monitoring
  • autonomous machinery takes repetitive operations
  • AI forecasts yield, disease and resource needs

What protects the occupation

  • work in confined, old and unpredictable sites
  • fine motor skills and safe physical intervention
  • a large share of value comes from human judgement, trust or personal accountability
  • living systems and weather uncertainty
  • on-farm repair and decision making
  • biological and economic accountability

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$4 800per month
2035$6 500scenario estimate
2026: $4 80020262027: $4 95020272028: $5 15020282029: $5 30020292030: $5 50020302031: $5 65020312032: $5 85020322033: $6 05020332034: $6 25020342035: $6 5002035
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.

Agronomist

Established resilient role
New role risk19%
DemandHighDifficultyLowTime3–6 monthsSkill fit89%

Circular Economy Systems Designer

Emerging role
New role risk15%
DemandHighDifficultyMediumTime6–12 monthsSkill fit68%

Data Analyst

Established resilient role
New role risk51%
DemandMediumDifficultyHighTime12–24 monthsSkill fit52%

Robotics Technician

Established resilient role
New role risk18%
DemandHighDifficultyMediumTime6–12 monthsSkill fit64%

Autonomous Farm Equipment Operator

Emerging role
New role risk19%
DemandHighDifficultyLowTime3–6 monthsSkill fit81%

Last-Mile Drone Coordinator

Emerging role
New role risk25%
DemandHighDifficultyMediumTime6–12 monthsSkill fit60%

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
  • tool use
  • safe installation
  • crop or livestock knowledge
  • farm-condition assessment
  • machinery operation

Skills to build

  • smart buildings
  • sensors and remote diagnostics
  • precision agriculture
  • agricultural drone operation
  • autonomous farm machinery
  • agricultural data analytics
CurrentMontazhnik selskokhozyaystvennogo oborudovaniya · 36%
→
Keepfault finding · tool use · safe installation
→
Addsmart buildings · sensors and remote diagnostics · precision agriculture

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.