Weatherization Installers and Technicians
Machines can already do 21% of this job's tasks. By 2035 that rises to 54%. The job changes before it disappears.
Share of the work machines can do
Worldwide baseline, 2026 to 2050
Weatherization Installers and Technicians in 2026: the short answer
- Today: machines can do 21% of this job's tasks.
- Forecast: machines can do half of its tasks by 2034, and 54% by 2035, according to the 311 Strategic Intelligence Unit.
- Contact with people: it scores 80% for contact with people.
- Also called: Energy Administrator, Field Technician, Weatherization and Housing Inspector, Weatherization Installer.
Updated by the 311 Strategic Intelligence Unit. These are worldwide baseline figures; the Workforce Starburst shows them for your country. Go deeper: How ready am I? or an executive briefing.
How the work changes, task by task
The tasks that take up most of the day, with the share of each that machines can do in 2026 (dark) and 2035 (pink). Worldwide baseline.
| Task | Share of the day | Machines can do | 2026 to 2035 |
|---|---|---|---|
| Apply insulation materials, such as loose, blanket, board, and foam insulation to attics, crawl spaces, basements, or walls | 20% | 20% to 60% | |
| Prepare and apply weather-stripping, glazing, caulking, or door sweeps to reduce energy losses | 11% | 20% to 60% | |
| Make minor repairs using basic hand or power tools and materials, such as glass, lumber, and drywall | 10% | 3% to 30% | |
| Install and seal air ducts, combustion air openings, or ventilation openings to improve heating and cooling efficiency | 8% | 20% to 60% | |
| Inspect buildings to identify required weatherization measures, including repair work, modification, or replacement | 6% | 3% to 30% | |
| Wrap air ducts and water lines with insulating materials, such as duct wrap and pipe insulation | 5% | 20% to 60% | |
| Clean and maintain tools and equipment | 5% | 3% to 30% | |
| Apply spackling, compounding, or other materials to repair holes in walls | 4% | 3% to 30% |
The skills this job runs on
The skills weatherization installers and technicians use most, most used first.
Safer jobs nearby
Jobs with a similar skill shape where machines can do less of the work by 2035.
- Solar Energy Installation Managers47% of tasks by 2035 · US median $79,920
- Wind Energy Operations Managers52% of tasks by 2035 · US median $141,900
- Insulation Workers, Mechanical44% of tasks by 2035 · US median $58,340
- Hydroelectric Production Managers53% of tasks by 2035 · US median $126,060
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Questions
When will machines do half of the tasks of Weatherization Installers and Technicians?
Machines can do half of its tasks by 2034. That is the worldwide baseline from the 311 Workforce Starburst, before adjusting for country.
Will AI take the job of weatherization installers and technicians?
Machines can do 21% of the tasks of weatherization installers and technicians today and 54% by 2035. The job changes before it disappears: the routine tasks move first.
Sources and citing
Tasks and their share of the day: O*NET 31.0, occupation 47-4099.03 (US Department of Labor, CC BY 4.0). Pay and jobs: US Bureau of Labor Statistics, Occupational Employment and Wage Statistics, May 2025. AI use today: Anthropic Economic Index (CC BY). Scoring and forecast: the 311 Strategic Intelligence Unit; after 2035 the figures extend each trend, with lower confidence. Foresight, not advice.
Cite as: 311 Institute (2026). Weatherization Installers and Technicians: the outlook to 2050. 311 Workforce Starburst. https://www.311institute.com/jobs/weatherization-installers-and-technicians/