Can AI Replace Energy Engineers, Except Wind and Solar in 2026?

Moderate exposure. AI could handle about 82% of today's energy engineers, except wind and solar tasks by 2036, and there is a 51% chance the number of jobs falls by a fifth or more. AI is likely to take over many tasks outright.

See how not to be replaced

Timeline

Year2030

Tasks AI can do

41%

Headcount (2025 = 100)

Chance of 20%+ fewer jobs

17% 2030 · 51% 2036

One person could cover, 2036

2.7 roles

Share of today's tasks AI can perform

Headcount index, 2025 = 100 (dashed line)

Your survival map

Not every part of your job is at the same risk. Tap a number to see what to do about each task.

Your human coreDo it with AIHand to AI

Tap a number on the map or a task below.

Lower-risk jobs that use similar skills

Solar Energy Systems Engineers38% risk by 2036 Mechanical Engineers36% risk by 2036 Energy Auditors40% risk by 2036

Your plan

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Try an AI tool on one task you'd normally do by hand: "Prepare energy-related project reports or related documentation".Learn one AI tool well enough to show it in an interview, for: "Monitor and analyze energy consumption".Take on work where you sign off, decide or carry responsibility: that part stays human.Rewrite the top of your CV around judgment, people and decisions, not routine output.Read about a lower-risk move: Solar Energy Systems Engineers.

Lower-risk jobs with similar tasks

Solar Energy Systems Engineers — 38% chance of contraction by 2036
Mechanical Engineers — 36% chance of contraction by 2036
Energy Auditors — 40% chance of contraction by 2036

Similar occupations

Architects, Except Landscape and Naval · Wind Energy Development Managers · Electrical Engineers · Construction Managers

Based on 21 O*NET tasks for "Energy Engineers, Except Wind and Solar" (SOC 17-2199.03). LLM alone: 10% of tasks; with AI tools: 100%. Projections are a model, not official statistics. How we calculate this · Data version 2026-10