Solar photovoltaic installers AI Displacement Score: 2/10

Key Finding

Solar photovoltaic installers face a low ai exposure AI displacement risk, scoring 2/10 on the JobHunter AI Displacement Index (global average: 5.7/10). There are approximately 28,600 workers in this role in the US, earning a median of $51,860.

Source: JobHunter AI Displacement Index - 342 occupations analyzed using Karpathy's research framework

Why This Score

Solar photovoltaic installers scored 2/10, making it one of the most AI-resistant occupations analyzed. This role requires physical dexterity, real-world problem-solving, or deep empathic connection that AI is decades away from replicating. With 28,600 workers earning $51,860 median, this career path offers strong insulation from AI disruption. The opportunity here is using AI tools to become more efficient, not defending against replacement.

What does 2/10 mean?

0 - AI-proof Global avg: 5.7 10 - Fully exposed

Solar photovoltaic installers scored 2/10 across 342 occupations analyzed using Karpathy's AI displacement research framework. The global average is 5.7/10. This role is less exposed than average.

Construction & Extraction - All Scores

Construction and building inspectors 5/10

Construction equipment operators 3/10

Elevator and escalator installers and repairers 3/10

Oil and gas workers 3/10

Sheet metal workers 3/10

Boilermakers 2/10

Carpenters 2/10

Electricians 2/10

Frequently Asked Questions

Will AI replace solar photovoltaic installers?

Solar photovoltaic installers scored 2/10 on AI displacement risk (global average: 5.7). This means low ai exposure risk of significant AI disruption. Rather than full replacement, most roles at this level see task automation - certain parts of the job get absorbed by AI while new responsibilities emerge.

What is the AI displacement score for solar photovoltaic installers?

The AI displacement score for Solar photovoltaic installers is 2 out of 10, based on analysis of 342 occupations using Karpathy's research framework. The global average is 5.7/10. Similar roles score: Boilermakers (2/10), Carpenters (2/10), Electricians (2/10).

How many solar photovoltaic installers are there in the US?

There are approximately 28,600 solar photovoltaic installers in the United States, with a median pay of $51,860 and a projected job outlook of +42%.

What should solar photovoltaic installers do about AI?

With a score of 2/10, solar photovoltaic installers should focus on hands-on craftsmanship, on-site problem-solving, and safety judgment. Robots struggle with unstructured environments, variable weather, and the improvisation required on real job sites. Learning to operate AI-assisted equipment and drones adds a premium to traditional skills rather than replacing them.

What AI can already do in this role