Energy Engineers, Except Wind and Solar

Most exposed tasks

Highest structured exposure values in this role’s task mix — the work AI systems can already do most of.

No strongly automatable task in the current data release.

Augmentable tasks

Work where AI assists rather than replaces — the productivity frontier of this role.

• Write or install energy management routines for building automation systems.52
• Train personnel or clients on topics such as energy management.49
• Recommend best fuel for specific sites or circumstances.45

Most durable tasks

Lowest exposure — typically judgment, relationships, physical presence, or accountability. This is the human moat.

• Advise clients or colleagues on topics such as climate control systems, energy modeling, data logging, sustainable design, or energy auditing.18
• Identify and recommend energy savings strategies to achieve more energy-efficient operation.29
• Research renewable or alternative energy systems or technologies, such as solar thermal or photovoltaic energy.29

Task exposure values and classifications come from the versioned data release — they are structured data, not model output. Bars show exposure contribution relative to this role’s task mix.

What this means

A score of 38 puts Energy Engineers, Except Wind and Solar in the least-exposed quarter of analyzed occupations. In practice, exposure this level is about the mix: 0 of 20 analyzed tasks lean automatable, 14 augmentable, and 6 durable. The useful question isn’t “will AI take this job” — it’s which tasks go first, which get faster, and where to reposition time. That’s what the personalized report maps against your actual week.

One next move: lean into the durable core above and adopt AI on the routine remainder before it becomes a mandate.

Lower-exposure adjacent roles

No adjacent role in the current data release is at least 10 points lower with ≥50% skill overlap — we don’t label anything “safer” unless the data supports it.

Labor-market context

• $122,930median wage
• 154,070employed
• 9,300annual openings
• +2.1%projected growth

Context only — labor statistics are not inputs to the exposure score. See methodology.

Related roles

Adjacent by skills or family — no exposure claim implied.

• Energy Auditors 55
• Solar Energy Systems Engineers 37
• Wind Energy Engineers 41
• Wind Energy Development Managers 50
• Electrical Engineer 34
• Biomass Power Plant Managers 75

FAQ — Energy Engineers, Except Wind and Solar

What does a score of 38 mean for a Energy Engineers, Except Wind and Solar?

It means that, weighted across the 20 tasks we analyzed for this role, the task mix sits at 38 on a 0–100 exposure scale — in the least-exposed quarter of analyzed occupations. It measures task exposure to current and near-term AI capabilities, not the probability of losing a job.

Which tasks in this role are most exposed to AI?

This role has no strongly automatable task in the current data release.

Which parts of this job are most durable?

The most durable responsibilities are: Advise clients or colleagues on topics such as climate control systems, energy modeling, data logging, sustainable design, or energy auditing; Identify and recommend energy savings strategies to achieve more energy-efficient operation; Research renewable or alternative energy systems or technologies, such as solar thermal or photovoltaic energy. Durable tasks typically depend on judgment, relationships, physical presence, or accountability.

Is this score personalized to me?

No — this page shows the occupation-level baseline. Two people with the same title often do different work. The $9 personalized report recalculates the score from the tasks you actually do and builds a concrete 7/30/90-day plan around them.