AI exposure by occupation, O*NET 47-4099.03
Will AI replace Weatherization Installers and Technicians?
Weatherization Installers and Technicians: AI can already handle 2 of 20 tasks; most of the work is hands-on, and the part AI can address mostly needs a standard-tier model.
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Every task, scored
The 20 tasks O*NET 30.3 lists for Weatherization Installers and Technicians, from most to least exposed. 2 reach 60 or more, the level at which AI already handles a task.
| Task | AI exposure | Evidence | Model tier |
|---|---|---|---|
| Install storm windows or storm doors and verify proper fit. | Estimated | Standard | |
| Recommend weatherization techniques to clients in accordance with needs and applicable energy regulations, codes, policies, or statutes. | Estimated | Standard | |
| Explain recommendations, policies, procedures, requirements, or other related information to residents or building owners. | Observed | Efficient | |
| Install and seal air ducts, combustion air openings, or ventilation openings to improve heating and cooling efficiency. | Estimated | Efficient | |
| Inspect buildings to identify required weatherization measures, including repair work, modification, or replacement. | Estimated | Efficient | |
| Make minor repairs using basic hand or power tools and materials, such as glass, lumber, and drywall. | Estimated | Efficient | |
| Apply spackling, compounding, or other materials to repair holes in walls. | Estimated | Efficient | |
| Clean and maintain tools and equipment. | Estimated | Efficient | |
| Maintain activity logs, financial transaction logs, or other records of weatherization work performed. | Estimated | Efficient | |
| Test combustible appliances, such as gas appliances. | Estimated | No tier | |
| Determine amount of air leakage in buildings, using a blower door machine. | Estimated | No tier | |
| Apply insulation materials, such as loose, blanket, board, and foam insulation to attics, crawl spaces, basements, or walls. | Estimated | No tier | |
| Prepare and apply weather-stripping, glazing, caulking, or door sweeps to reduce energy losses. | Estimated | No tier | |
| Prepare cost estimates or specifications for rehabilitation or weatherization services. | Estimated | No tier | |
| Wrap air ducts and water lines with insulating materials, such as duct wrap and pipe insulation. | Estimated | No tier | |
| Contact residents or building owners to schedule appointments. | Estimated | No tier | |
| Explain energy conservation measures, such as the use of low flow showerheads and energy-efficient lighting. | Estimated | No tier | |
| Prepare or assist in the preparation of bids, contracts, or written reports related to weatherization work. | Estimated | No tier | |
| Wrap water heaters with water heater blankets. | Estimated | No tier | |
| Test and diagnose air flow systems, using furnace efficiency analysis equipment. | Estimated | No tier |
Observed: scored from AI use recorded in the Anthropic Economic Index (June 2026 release), 1 of 20 tasks. Estimated: scored from the task's O*NET 30.3 work activity, 19 of 20. Importance is O*NET's 1 to 5 rating of how central the task is. Model tier is the lowest tier that can do the task under the published rubric; "No tier" marks hands-on work.
The model tier this role needs
A standard-tier model or lower covers 45% of the role's importance-weighted task work. 45% of the work is something AI can address at some tier, and 55% is hands-on.
Efficient, standard and frontier tiers come from the JobRoute model tier reference. The recommended tier is the lowest one that covers 80% of the work AI can address. How the method works.
Wages, employment and outlook
BLS Occupational Employment and Wage Statistics (May 2025) publishes no national employment or wage figure for this O*NET occupation.
Adjacent roles
The occupations that reuse the most of this role's skills, with the usual time to move. These are the first places to look when you plan to redeploy or retrain people in this role.
- Solar Thermal Installers and Technicians 69% skill overlap, about 11 months to move Exposure27
- Heating, Air Conditioning, and Refrigeration Mechanics and Installers 67% skill overlap, about 12 months to move Exposure27
- Insulation Workers, Floor, Ceiling, and Wall 66% skill overlap, about 12 months to move Exposure15
- Energy Auditors 64% skill overlap, about 13 months to move Exposure30
- Wind Turbine Service Technicians 64% skill overlap, about 13 months to move Exposure22
Skill overlap and transition time from the JobRoute role adjacency graph on O*NET 30.3 skills.
Questions about Weatherization Installers and Technicians and AI
Will AI replace Weatherization Installers and Technicians?
AI already handles 2 of the 20 tasks O*NET lists for this occupation, at a task exposure of 60 or more, and the role's importance-weighted exposure is 23 out of 100. JobRoute scores tasks, not whole jobs, so the score shows how much of the work changes rather than whether the job disappears.
What is the AI exposure of Weatherization Installers and Technicians?
23 out of 100 on JobRoute's task exposure measure, the importance-weighted average of the role's O*NET task scores. Higher means more of the work is AI-doable today. 1 of the 20 task scores are observed in the Anthropic Economic Index (June 2026 release), and the other 19 are estimated from each task's O*NET work activity.
Which Weatherization Installers and Technicians tasks can AI already do?
The tasks with the highest exposure are: Install storm windows or storm doors and verify proper fit; Recommend weatherization techniques to clients in accordance with needs and applicable energy regulations, codes, policies, or statutes. They are the tasks that reach 60 or more.
What AI model tier does this role need?
A standard-tier model or lower covers 45% of the role's importance-weighted task work, and 55% is hands-on work that no model tier covers. JobRoute assigns each task the lowest tier that can do it under a published rubric and recommends the lowest tier that covers 80% of the work AI can address.
How to cite
Data version 2026-11-02, JobRoute method v1.0.0. Download all occupations or this occupation as JSON. Methodology.
JobRoute (2026). AI exposure: Weatherization Installers and Technicians. Data version 2026-11-02, method v1.0.0. Built on O*NET 30.3, BLS OEWS May 2025 and the Anthropic Economic Index (June 2026). CC BY 4.0. https://www.jobroute.ai/jobs/weatherization-installers-and-technicians
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