Will AI replace Solar Photovoltaic Installers?

What this score means

Solar Photovoltaic Installers is among the least exposed roles in Construction & Trades. Most of what the job involves still sits outside what current AI can do, even as the tools around it keep changing. At 22 out of 100 it scores 9 points above the Construction & Trades average of 13. Across the 5 sources behind this baseline, individual estimates run from 6 to 40, so the score is a weighted consensus rather than any single figure.

The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works

What this job actually involves

Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for Solar Photovoltaic Installers, most central first, showing 12 of 26.

• 01Install photovoltaic (PV) systems in accordance with codes and standards, using drawings, schematics, and instructions.
• 02Check electrical installation for proper wiring, polarity, grounding, or integrity of terminations.
• 03Identify electrical, environmental, and safety hazards associated with photovoltaic (PV) installations.
• 04Identify installation locations with proper orientation, area, solar access, or structural integrity for photovoltaic (PV) arrays.
• 05Assemble solar modules, panels, or support structures, as specified.
• 06Apply weather sealing to array, building, or support mechanisms.
• 07Install module array interconnect wiring, implementing measures to disable arrays during installation.
• 08Install required labels on solar system components and hardware.
• 09Diagram layouts and locations for photovoltaic (PV) arrays and equipment, including existing building or site features.
• 10Determine materials, equipment, and installation sequences necessary to maximize installation efficiency.
• 11Test operating voltages to ensure operation within acceptable limits for power conditioning equipment, such as inverters and controllers.
• 12Determine appropriate sizes, ratings, and locations for all system overcurrent devices, disconnect devices, grounding equipment, and surge suppression equipment.

Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.

The research behind this score

This baseline aggregates 5 research sources that scored Solar Photovoltaic Installers for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.

• 01Anthropic Economic Index 2026 - AI Task Exposure · 2026Anthropic
• 02Global Automation Atlas: Task Substitution Exposure by Occupation · 2026Garg, Crosta, Baier (2026), arXiv:2605.17086
• 03Working with AI: Measuring the Applicability of Generative AI to Occupations · 2025Tomlinson, Jaffe et al., Microsoft Research (2025)
• 04GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024Eloundou, Manning, Mishkin, Rock (Science, 2024)
• 05AI Occupational Exposure to Language Modeling · 2023Felten, Raj, Seamans (2023)

Common questions

How likely is AI to replace Solar Photovoltaic Installers?

Published research puts Solar Photovoltaic Installers at 22 out of 100 for AI displacement risk, in the lower risk band. The number is a weighted consensus of 5 research sources and describes the typical version of the role, not any individual.

Do researchers agree on the risk for Solar Photovoltaic Installers?

Only partly. Individual estimates for Solar Photovoltaic Installers run from 6 to 40 out of 100 across the 5 sources behind this score, so the single number smooths over real disagreement. More recent and higher confidence studies carry more weight in it.

Which construction & trades roles face similar AI exposure?

The closest published construction & trades roles to Solar Photovoltaic Installers by score are Electrical and Electronics Repairers, Powerhouse, Substation, and Relay (22/100), Security and Fire Alarm Systems Installers (22/100), and Coin, Vending, and Amusement Machine Servicers and Repairers (23/100). Each has its own page with the research behind its number.

Also covers

Electro-Mechanical Solar Technician (Electro-Mechanical Solar Tech) · Installation Technician (Installation Tech) · Installer · Journeyman Electrician PV Installer (Journeyman Electrician Photovoltaic Installer) · PV Fabrication Technician (Photovoltaic Fabrication Technician) · PV Fabrication and Testing Technician (Photovoltaic Fabrication and Testing Technician) · PV Installation Tech (Photovoltaic Installation Technician) · PV Installer (Photovoltaic Installer) and related titles

More construction & trades occupations

• First-Line Supervisors of Construction Trades and Extraction Workers24/100
• Coin, Vending, and Amusement Machine Servicers and Repairers23/100
• Electrical and Electronics Repairers, Powerhouse, Substation, and Relay22/100
• Security and Fire Alarm Systems Installers22/100
• Medical Equipment Repairers21/100
• Telecommunications Equipment Installers and Repairers, Except Line Installers21/100
• Avionics Technicians20/100
• Camera and Photographic Equipment Repairers20/100