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Occupation · 2026 assessment

Microgeneration Research Coordinator

The Microgeneration Research Coordinator 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.

Low risk level Search jobs ↗
How risk may change

A forecast estimate, not a guaranteed scenario.

27%2026
33%2028
40%2030
49%2035

Which tasks are exposed

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

TaskRisk
Collecting telemetry and preparing shift reports38%
Forecasting load and consumption32%
Automated equipment-condition monitoring31%
Routine switching under normal conditions38%
Field repair and fault localization21%
Operational decisions and infrastructure safety6%

Task map

AI replaces ↔ AI augments

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

  1. 1Collecting telemetry and preparing shift reportsAI 38% · human 72%
  2. 2Forecasting load and consumptionAI 32% · human 82%
  3. 3Automated equipment-condition monitoringAI 31% · human 71%
  4. 4Routine switching under normal conditionsAI 38% · human 72%
  5. 5Field repair and fault localizationAI 21% · human 81%
  6. 6Operational decisions and infrastructure safetyAI 6% · human 92%

Why technology can change this work

  • algorithms automatically allocate requests, resources and action priorities
  • smart grids automatically balance generation and demand
  • AI forecasts load and output
  • robots and drones inspect hazardous assets

What protects the occupation

  • exception management and coordination across multiple participants
  • critical-infrastructure accountability
  • a large share of value comes from human judgement, trust or personal accountability
  • physical work and emergency restoration
  • system decisions under grid instability

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$8 050per month
2035$10 900scenario estimate
2026: $8 05020262027: $8 30020272028: $8 60020282029: $8 90020292030: $9 20020302031: $9 50020312032: $9 85020322033: $10 15020332034: $10 50020342035: $10 9002035
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.

Energy Storage Optimizer

Emerging role
New role risk12%
DemandHighDifficultyLowTime3–6 monthsSkill fit89%

Smart Grid Orchestrator

Emerging role
New role risk11%
DemandHighDifficultyLowTime3–6 monthsSkill fit87%

Renewable Energy Forecasting Analyst

Emerging role
New role risk17%
DemandHighDifficultyLowTime3–6 monthsSkill fit85%

Battery Lifecycle Manager

Emerging role
New role risk14%
DemandHighDifficultyLowTime3–6 monthsSkill fit83%

Climate Risk Modeler

Emerging role
New role risk16%
DemandHighDifficultyMediumTime6–12 monthsSkill fit58%

Carbon Accounting Automation Specialist

Emerging role
New role risk22%
DemandHighDifficultyLowTime3–6 monthsSkill fit81%

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 85% · risk 17%

Search jobs ↗

Carbon Accounting Automation Specialist

Skill fit 81% · risk 22%

Search jobs ↗

Skills you already have

  • operational coordination
  • schedule management
  • issue escalation
  • energy-system understanding
  • technical diagnostics
  • safety-procedure compliance

Skills to build

  • automated-process orchestration
  • real-time AI recommendation supervision
  • smart grids
  • energy storage
  • load forecasting
  • robotic inspection
CurrentMicrogeneration Research Coordinator · 27%
→
Keepoperational coordination · schedule management · issue escalation
→
Addautomated-process orchestration · real-time AI recommendation supervision · smart grids

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.