Occupation · 2026 assessment

Operator po veterinarnoy obrabotke zhivotnykh

Operator po veterinarnoy obrabotke zhivotnykh 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
Executing operations through a standard workflow57%
Recognizing and classifying incoming data47%
Escalating non-standard cases to a responsible specialist22%
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. 1Executing operations through a standard workflowAI 57% · human 64%
  2. 2Recognizing and classifying incoming dataAI 47% · human 73%
  3. 3Escalating non-standard cases to a responsible specialistAI 22% · human 74%
  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

  • systems can run standard modes autonomously and escalate only exceptions
  • drones and satellites automate field monitoring
  • autonomous machinery takes repetitive operations
  • AI forecasts yield, disease and resource needs

What protects the occupation

  • recognizing dangerous situations and safely taking manual control
  • living systems and weather uncertainty
  • a large share of value comes from human judgement, trust or personal accountability
  • 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 200per month
2035$5 650scenario estimate
2026: $4 20020262027: $4 35020272028: $4 50020282029: $4 65020292030: $4 80020302031: $4 95020312032: $5 15020322033: $5 30020332034: $5 50020342035: $5 6502035
Find jobs ↗The partner link may contain referral parameters. Data benchmark: U.S. Bureau of Labor Statistics ↗

Job search and transitions

Find work with a lower risk index

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

Renewable Energy Forecasting Analyst

Skill fit 58% · risk 17%

Search jobs ↗

Skills you already have

  • process monitoring
  • emergency-procedure execution
  • crop or livestock knowledge
  • farm-condition assessment
  • machinery operation
  • seasonal planning

Skills to build

  • autonomous-system supervision
  • log and telemetry analysis
  • precision agriculture
  • agricultural drone operation
  • autonomous farm machinery
  • agricultural data analytics
CurrentOperator po veterinarnoy obrabotke zhivotnykh · 36%
→
Keepprocess monitoring · emergency-procedure execution · crop or livestock knowledge
→
Addautonomous-system supervision · log and telemetry analysis · 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.