Weatherization Installers and Technicians

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.

• Maintain activity logs, financial transaction logs, or other records of weatherization work performed.53
• Prepare or assist in the preparation of bids, contracts, or written reports related to weatherization work.51
• Determine amount of air leakage in buildings, using a blower door machine.48

Most durable tasks

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

• Inspect buildings to identify required weatherization measures, including repair work, modification, or replacement.19
• Apply spackling, compounding, or other materials to repair holes in walls.26
• Apply insulation materials, such as loose, blanket, board, and foam insulation to attics, crawl spaces, basements, or walls.28

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 35 puts Weatherization Installers and Technicians in the least-exposed quarter of analyzed occupations. In practice, exposure this level is about the mix: 0 of 20 analyzed tasks lean automatable, 7 augmentable, and 13 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

Shown only when the target is at least 10 points lower under the same score version and skill overlap is at least 50%. These are adjacent roles with lower task exposure — not guaranteed “safe careers”.

Related roles

Adjacent by skills or family — no exposure claim implied.

• Solar Thermal Installers and Technicians 26
• Maintenance and Repair Workers, General 45
• Plumbers, Pipefitters, and Steamfitters 28
• Heating, Air Conditioning, and Refrigeration Mechanics and Installers 39
• Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters 21
• Solar Photovoltaic Installers 33

FAQ — Weatherization Installers and Technicians

What does a score of 35 mean for a Weatherization Installers and Technicians?

It means that, weighted across the 20 tasks we analyzed for this role, the task mix sits at 35 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: Inspect buildings to identify required weatherization measures, including repair work, modification, or replacement; Apply spackling, compounding, or other materials to repair holes in walls; Apply insulation materials, such as loose, blanket, board, and foam insulation to attics, crawl spaces, basements, or walls. 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.