Stable

Last Update: 2/17/2026

Your role’s AI Resilience Score is

72.5%

Median Score

Changing Fast

Evolving

Stable

Our confidence in this score:
Medium

What does this resilience result mean?

These roles are expected to remain steady over time, with AI supporting rather than replacing the core work.

AI Resilience Report for

Weatherization Installers and Technicians

They improve energy efficiency in buildings by sealing gaps, adding insulation, and installing energy-saving devices to reduce heating and cooling costs.

This role is stable

The career of Weatherization Installers and Technicians is considered "Stable" because it requires hands-on work and people skills that AI can't replace. Tasks like sealing windows and talking with homeowners need human judgment, dexterity, and communication.

Read full analysis

Learn more about how you can thrive in this position

View analysis
Chat with Coach
Latest news
More career info
Analysis
Chat
News
More

Learn more about how you can thrive in this position

View analysis
Chat with Coach
Latest news
More career info
Analysis
Chat
News
More

This role is stable

The career of Weatherization Installers and Technicians is considered "Stable" because it requires hands-on work and people skills that AI can't replace. Tasks like sealing windows and talking with homeowners need human judgment, dexterity, and communication.

Read full analysis

Contributing Sources

We aggregate scores from multiple models and supplement with employment projections for a more accurate picture of this occupation’s resilience. Expand to view all sources.

AI Resilience

AI Resilience Model v1.0

AI Task Resilience

Learn about this score
Stable iconStable

93.0%

93.0%

Anthropic's Economic Index

Stable iconStable

99%

99%

Will Robots Take My Job

Automation Resilience

Learn about this score
Evolving iconEvolving

65.3%

65.3%

Medium Demand

Labor Market Outlook

We use BLS employment projections to complement the AI-focused assessments from other sources.

Learn about this score

Growth Rate (2024-34):

3.5%

Growth Percentile:

56.8%

Annual Openings:

3,100

Annual Openings Pct:

29.9%

Analysis of Current AI Resilience

Weatherization Installer

Updated Quarterly • Last Update: 2/17/2026

Analysis
Suggested Actions
State of Automation

What's changing and what's not

Right now, most weatherization work is still done by people. Installers must often explain advice and policies to homeowners and keep detailed logs, as ONET notes [1]. They also do hands-on jobs like applying insulation, caulking windows, wrapping ducts, and making minor repairs* [1].

These tasks demand human judgment, communication, and dexterity. There are no common “weatherization robots” in use. Instead, crews use normal tools (tape measures, drills, caulk guns) and software for records.

In fact, O*NET lists tools like energy-audit software and scheduling databases [1], meaning installers use computers or tablets to plan and log work. But that’s just basic digital help, not advanced AI. Research on high-tech tools is still limited.

For example, one study showed drones with thermal cameras could help spot heat leaks (using AI to analyze images), and it noted they “provide valuable insights” but have serious “limitations” and errors [2]. In practice today, crews still walk through the house and fix leaks by hand. Industry articles say firms are using AI mostly for office tasks like project management and planning [3].

In sum, automation in this field is mainly software for schedules or audits – not robots sealing windows.

Reveal More
AI Adoption

AI in the real world

Weatherization jobs are not being swept up quickly by AI. One reason is cost: hiring a worker to seal a house may be cheaper than buying and maintaining a robot for that plug or a drone for every home. (The U.S. weatherization program alone “supports 8,500 jobs” [4], showing how many workers are already involved.) Labor for these tasks tends to be relatively low-cost and local, whereas AI/robotics equipment is expensive. Also, weatherization work happens in messy, varied home environments, and it often involves talking to people.

Homeowners usually trust a trained technician and want advice face-to-face, which limits how much programs can push robots or chatbots.

On the plus side, there are nibbles of AI use. Companies may use AI tools behind the scenes – for example, software to analyze energy bills or schedule crews more efficiently [1] [3]. If labor shortages grow or technology costs come down, more automation could slowly appear.

But for now, the human skills – listening to residents, solving on-the-spot problems, and doing the craft work – remain central. That means new workers can feel hopeful: this trade still needs people’s care and smarts, even as it borrows a bit from technology.

Reveal More
Career Village Logo

Help us improve this report.

Tell us if this analysis feels accurate or we missed something.

Share your feedback

Your Career Starts Here

Navigate your career with COACH, your free AI Career Coach. Research-backed, designed with career experts.

Explore careers

Plan your next steps

Get resume help

Find jobs

Explore careers

Plan your next steps

Get resume help

Find jobs

Explore careers

Plan your next steps

Get resume help

Find jobs

Career Village Logo

Ask a pro on CareerVillage.org. Free career advice from more than 200,000 professionals.

More Career Info

Career: Weatherization Installers and Technicians

Employment & Wage Data

* Data estimated from parent occupation

Median Wage

$48,120

Jobs (2024)

35,000

Growth (2024-34)

+3.5%

Annual Openings

3,100

Education

High school diploma or equivalent

Experience

None

Source: Bureau of Labor Statistics, Employment Projections 2024-2034

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

85% ResilienceCore Task

Make minor repairs using basic hand or power tools and materials, such as glass, lumber, and drywall.

2

80% ResilienceCore Task

Apply insulation materials such as loose, blanket, board, and foam insulation to attics, crawl spaces, basements, or walls.

3

80% ResilienceCore Task

Prepare and apply weather-stripping, glazing, caulking, or door sweeps to reduce energy losses.

4

80% ResilienceCore Task

Wrap air ducts and water lines with insulating materials, such as duct wrap and pipe insulation.

5

75% ResilienceCore Task

Inspect buildings to identify required weatherization measures, including repair work, modification, or replacement.

6

75% ResilienceCore Task

Install and seal air ducts, combustion air openings, or ventilation openings to improve heating and cooling efficiency.

7

75% ResilienceCore Task

Wrap water heaters with water heater blankets.

Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

AI Career Coach

© 2026 CareerVillage.org. All rights reserved.

The AI Resilience Report is a project from CareerVillage.org®, a registered 501(c)(3) nonprofit.

Built with ❤️ by Sandbox Web

The AI Resilience Report is governed by CareerVillage.org’s Privacy Policy and Terms of Service. This site is not affiliated with Anthropic, Microsoft, or any other data provider and doesn't necessarily represent their viewpoints. This site is being actively updated, and may sometimes contain errors or require improvement in wording or data. To report an error or request a change, please contact air@careervillage.org.