Last Update: 11/21/2025
Your role’s AI Resilience Score is
Median Score
Changing Fast
Evolving
Stable
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
They install and fix heating, cooling, and refrigeration systems to keep homes and buildings comfortable and functioning properly.
Summary
This career is considered "Stable" because most tasks in heating, air conditioning, and refrigeration work still need skilled humans. While AI and robots help with specific parts, like predicting system issues or cleaning ducts, the hands-on work and problem-solving are still done by people.
Read full analysisLearn more about how you can thrive in this position
Learn more about how you can thrive in this position
Summary
This career is considered "Stable" because most tasks in heating, air conditioning, and refrigeration work still need skilled humans. While AI and robots help with specific parts, like predicting system issues or cleaning ducts, the hands-on work and problem-solving are still done by people.
Read full analysisContributing Sources
AI Resilience
All scores are converted into percentiles showing where this career ranks among U.S. careers. For models that measure impact or risk, we flip the percentile (subtract it from 100) to derive resilience.
CareerVillage.org's AI Resilience Analysis
AI Task Resilience
Microsoft's Working with AI
AI Applicability
Anthropic's Economic Index
AI Resilience
Will Robots Take My Job
Automation Resilience
High Demand
We use BLS employment projections to complement the AI-focused assessments from other sources.
Learn about this scoreGrowth Rate (2024-34):
Growth Percentile:
Annual Openings:
Annual Openings Pct:
Analysis of Current AI Resilience
HVAC/R Mechanics & Install
Updated Quarterly • Last Update: 11/22/2025

State of Automation & Augmentation
So far, most HVAC tasks still need skilled humans. Only a few parts are being automated or AI-enhanced. For example, specialty robots can now clean ductwork (avoiding the old, dirty manual way) [1].
And engineers use AI models to predict when a system might break down (so they can fix it before it fails) [2]. But routine jobs like testing circuits or finding leaks usually rely on hand tools and camera monitors – AI tools might monitor system data or flag issues, but we haven’t seen “HVAC-fixing robots” on the job. In fact, the U.S. Bureau of Labor projects 8% job growth for HVAC techs through 2034 [3], suggesting machines aren’t replacing people. (These jobs still need human problem-solving and physical work.)

AI Adoption
Overall, widespread AI in HVAC has been slow because the work is expensive and complex. Most HVAC companies are small shops, so big automation systems are hard to afford. Technicians earn about $28.75/hour (median) [3] – not so high that companies rush to buy costly robots.
Also, safety laws slow AI: for instance, EPA rules say only certified technicians can handle refrigerants [3]. HVAC techs also need customer‐service skills and on-the-spot judgment [3] – things AI can’t easily copy. In practice, new tools are used mainly to help workers (for example, AI-driven diagnostics or smart sensors to spot minor leaks).
For now, people still do the hands-on tasks. That means if you’re learning HVAC work, there should be plenty of opportunity – you’ll use new tech as a helper, but your skills and training will stay valuable [3] [3].

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Median Wage
$59,810
Jobs (2024)
425,200
Growth (2024-34)
+8.1%
Annual Openings
40,100
Education
Postsecondary nondegree award
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2024-2034
AI-generated estimates of task resilience over the next 3 years
Install magnetic-centrifugal chillers, compressors, or related equipment to cool air temperatures through the use of recirculating water.
Lay out and connect electrical wiring between controls and equipment, according to wiring diagrams, using electrician's hand tools.
Fabricate, assemble, or install duct work or chassis parts, using portable metal-working tools or welding equipment.
Adjust or replace worn or defective mechanisms and parts and reassemble repaired systems.
Read blueprints to determine location, size, capacity, and type of components needed to build refrigeration system.
Supervise and instruct assistants.
Install wiring to connect components to an electric power source.
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.

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