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Occupation · 2026 assessment

Beekeeping Project Manager

The Beekeeping Project Manager role combines repeatable operations with decisions that require professional context. The index measures task exposure to AI, software automation and robotics—not the probability that the occupation disappears.

Very low risk level Search jobs ↗
How risk may change

A forecast estimate, not a guaranteed scenario.

20%2026
26%2028
33%2030
43%2035

Which tasks are exposed

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

TaskRisk
Collecting metrics and preparing management reports30%
Resource planning and scenario modelling21%
People, conflict and accountability decisions3%
Operating along a predictable route39%
Monitoring vehicle state through telemetry22%
Decisions in emergency or unpredictable conditions3%
Monitoring sensors, fields and crop condition24%
Calculating irrigation, nutrition and treatment29%

Task map

AI replaces ↔ AI augments

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

  1. 1Collecting metrics and preparing management reportsAI 30% · human 89%
  2. 2Resource planning and scenario modellingAI 21% · human 83%
  3. 3People, conflict and accountability decisionsAI 3% · human 93%
  4. 4Operating along a predictable routeAI 39% · human 72%
  5. 5Monitoring vehicle state through telemetryAI 22% · human 88%
  6. 6Decisions in emergency or unpredictable conditionsAI 3% · human 86%
  7. 7Monitoring sensors, fields and crop conditionAI 24% · human 87%
  8. 8Calculating irrigation, nutrition and treatmentAI 29% · human 87%

Why technology can change this work

  • AI prepares reports, plans, minutes and management options
  • autopilot gradually takes control in constrained, well-mapped environments
  • drones and satellites automate field monitoring
  • autonomous machinery takes repetitive operations
  • AI forecasts yield, disease and resource needs

What protects the occupation

  • accountability for people, priorities and conflicting interests
  • operation in bad weather, road works and unpredictable human behavior
  • 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$7 900per month
2035$11 400scenario estimate
2026: $7 90020262027: $8 25020272028: $8 55020282029: $8 95020292030: $9 30020302031: $9 70020312032: $10 10020322033: $10 50020332034: $10 95020342035: $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.

Agronomist

Established resilient role
New role risk22%
DemandHighDifficultyLowTime3–6 monthsSkill fit89%

Autonomous Farm Equipment Operator

Emerging role
New role risk19%
DemandHighDifficultyLowTime3–6 monthsSkill fit87%

Last-Mile Drone Coordinator

Emerging role
New role risk25%
DemandHighDifficultyMediumTime6–12 monthsSkill fit64%

Robot Fleet Manager

Emerging role
New role risk12%
DemandHighDifficultyMediumTime6–12 monthsSkill fit64%

Climate Risk Modeler

Emerging role
New role risk16%
DemandHighDifficultyMediumTime6–12 monthsSkill fit64%

Renewable Energy Forecasting Analyst

Emerging role
New role risk17%
DemandHighDifficultyMediumTime6–12 monthsSkill fit58%

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

  • goal setting
  • people management
  • resource allocation
  • spatial attention
  • emergency response
  • crop or livestock knowledge

Skills to build

  • AI-enabled team management
  • auditing AI management recommendations
  • remote autonomous-vehicle supervision
  • telemetry work
  • precision agriculture
  • agricultural drone operation
CurrentBeekeeping Project Manager · 20%
→
Keepgoal setting · people management · resource allocation
→
AddAI-enabled team management · auditing AI management recommendations · remote autonomous-vehicle supervision

Sources and update

Updated: 2026-09-25 · 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.