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How a solar photovoltaic installer can use AI, task by task

O*NET 47-2231.00: Solar Photovoltaic InstallersMedian pay $53,140/year (BLS, May 2025)26 tasksJob Zone 2: Some preparation

Assemble, install, or maintain solar photovoltaic (PV) systems on roofs or other structures in compliance with site assessment and schematics. May include measuring, cutting, assembling, and bolting structural framing and solar modules. May perform minor electrical work such as current checks.

Type your own title and every prompt on this page updates to match. Also called: Journeyman Electrician PV Installer (Journeyman Electrician Photovoltaic Installer), PV Installation Tech (Photovoltaic Installation Technician), PV Installer (Photovoltaic Installer), Solar Designer, Solar Electric Installer, Solar Installer, Solar Panel Installation Technician (Solar Panel Installation Tech), Solar PV Installer (Solar Photovoltaic Installer), Solar PV Integrator (Solar Photovoltaic Integrator), Solar Technician (Solar Tech).

Where AI fits in this job

AI-ready 3%AI-assist 34%Stays human 62%

Share of the job's tasks, weighted by how important and how frequent each task is (O*NET ratings). 1 AI-ready, 9 AI-assist and 16 human-led tasks out of 26. This measures where AI can help, not whether the job will disappear.

Information & paperwork
Thinking & planning
People & communication
Leading & teaching
Hands-on & physical

Shape of the job: importance of each kind of work activity (O*NET, 1 to 5).

AI can draft these 1

AI produces a usable first pass. You review it, fix it and own it.

Compile or maintain records of system operation, performance, and maintenance.

Weekly

AI writes the first draft from your notes; you check every fact.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 100% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

Give AI your rough notes, numbers or last version and it will turn them into a clean, well-structured first draft. You check every fact and figure before it goes anywhere.

Ready-to-use prompt

I work as a solar photovoltaic installer. Part of my job is to compile or maintain records of system operation, performance, and maintenance.

Context: We use Microsoft Word.
Data: [surveillance, production, environment]
Format: [describe]

Draft entries. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Data log

Step 1Pick a real example: the next time you compile or maintain records of system operation, performance and maintenance (this week).
Step 2Fill in [Data] and [Format] with the real details, then run the prompt.
Step 3Check every fact, name and number against your source before it goes anywhere.

AI will happily make up numbers, names and dates. Every fact in the draft needs checking against your source.

Importance 3.8/5 · core task · O*NET work activity: Record operational or environmental data..

AI can help you prep these 9

AI speeds up the prep, drafting or thinking. The core of the task is still yours.

Determine materials, equipment, and installation sequences necessary to maximize installation efficiency.

Daily

AI gets you up to speed; confirm findings with records or people.

Show prompt & steps

AI can get you up to speed fast and suggest where to look, but you need to confirm findings against real sources, records or people.

Ready-to-use prompt

I work as a solar photovoltaic installer. Part of my job is to determine materials, equipment, and installation sequences necessary to maximize installation efficiency.

Context: The work draws on building and construction, engineering and technology and mechanical.
Job: [framing, tile, finishes]
Requirements: [specs, budget, look]

Recommend materials and quantities. Give sources I can check and say clearly when you're unsure.

10-minute exercise: Construction materials selection

Step 1Pick a real example: the next time you determine materials, equipment and installation sequences necessary (today).
Step 2Fill in [Job] and [Requirements] with the real details, then run the prompt.
Step 3Open two of the sources it gives and confirm the key claim before you use it.

AI can invent sources and citations. Open every link and confirm it says what the AI claims.

Importance 4.3/5 · core task · O*NET work activity: Select construction materials.. Also involves: Select construction equipment..

Diagram layouts and locations for photovoltaic (PV) arrays and equipment, including existing building or site features.

Daily

AI generates options and references; taste and the final call are yours.

Show prompt & steps

Use AI to generate lots of options, references and rough mock-ups fast. The craft, the taste and the final call are what make it yours.

Ready-to-use prompt

I work as a solar photovoltaic installer. Part of my job is to diagram layouts and locations for photovoltaic (PV) arrays and equipment, including existing building or site features.

Context: The work draws on building and construction, engineering and technology and mechanical.
Installation: [piping, flooring, system]
Measurements: [dimensions]

Outline the diagram and labels needed. Give 10 quite different options from safe to bold, then develop the best 2.

10-minute exercise: Installation diagram

Step 1Pick a real example: the next time you diagram layouts and locations (today).
Step 2Fill in [Installation] and [Measurements] with the real details, then run the prompt.
Step 3Pick the idea that sparks something and develop it yourself for 5 minutes.

Check the usage rules for AI images and text in your field, and make sure the final work is original.

Importance 4.4/5 · core task · O*NET work activity: Create construction or installation diagrams..

Examine designs to determine current requirements for all parts of the photovoltaic (PV) system electrical circuit.

Daily

AI gives you a first-pass summary; you still read the key parts.

Show prompt & steps

AI can pull out the key points and questions to look for. Use it as a first pass, then look closely yourself.

Ready-to-use prompt

I work as a solar photovoltaic installer. Part of my job is to examine designs to determine current requirements for all parts of the photovoltaic (PV) system electrical circuit.

Context: The work draws on building and construction, engineering and technology and mechanical.
Blueprint or spec notes: [type the dimensions, callouts, notes and revision]
Job: [what I'm building, installing or calibrating]

List the work requirements: dimensions, materials, tolerances, code references and inspection points. Flag anything that looks inconsistent or missing from the notes.

10-minute exercise: Read a print for work requirements

Step 1Take the print or spec for an upcoming job.
Step 2Type the key callouts into [Blueprint or spec notes] and describe the [Job].
Step 3Check every number against the drawing itself. AI only sees what you typed. Check it against the manufacturer's manual and your site procedure before you rely on it.

Remove names and private details before pasting, and check your employer's rules on what you can share with AI tools.

Safety-critical: AI output is a starting point. Follow your site's procedures and the manufacturer's guidance.

Importance 4.2/5 · core task · O*NET work activity: Review blueprints or specifications to determine work requirements..

Identify installation locations with proper orientation, area, solar access, or structural integrity for photovoltaic (PV) arrays.

Daily

AI lays out options and timelines to react to.

Show prompt & steps

AI can lay out options, timelines and checklists to react to. Fitting it to your people, budget and situation is your call.

Ready-to-use prompt

I work as a solar photovoltaic installer. Part of my job is to identify installation locations with proper orientation, area, solar access, or structural integrity for photovoltaic (PV) arrays.

Context: We use Cost estimating software and Work scheduling software; the work draws on building and construction, engineering and technology and mechanical.
Installation: [solar array, equipment, components]
Site details: [orientation, shading, structure, access]

Recommend locations with reasons and checks to confirm on site. Lay it out as a table with steps, owner, timing and what could go wrong, then list the decisions I still need to make.

10-minute exercise: Pick installation locations

Step 1Pick a real example: the next time you identify installation locations (today).
Step 2Fill in [Installation] and [Site details] with the real details, then run the prompt.
Step 3Mark the chosen locations on your plan.

AI doesn't know your people, your site or your history. Treat its plan as a starting point to react to.

Importance 4.5/5 · core task · O*NET work activity: Determine appropriate locations for operations or installations..

Identify methods for laying out, orienting, and mounting modules or arrays to ensure efficient installation, electrical configuration, or system maintenance.

Weekly

AI lays out options and timelines to react to.

Show prompt & steps

AI can lay out options, timelines and checklists to react to. Fitting it to your people, budget and situation is your call.

Ready-to-use prompt

I work as a solar photovoltaic installer. Part of my job is to identify methods for laying out, orienting, and mounting modules or arrays to ensure efficient installation, electrical configuration, or system maintenance.

Context: We use Cost estimating software and Work scheduling software; the work draws on building and construction, engineering and technology and mechanical.
Area: [floor, wall, roof]
Material and pattern: [tile size, module size, pattern]

Propose a layout that minimizes cuts and waste, with starting points and quantities. Lay it out as a table with steps, owner, timing and what could go wrong, then list the decisions I still need to make.

10-minute exercise: Layout planning

Step 1Pick a real example: the next time you identify methods for laying out (this week).
Step 2Fill in [Area] and [Material and pattern] with the real details, then run the prompt.
Step 3Cross out anything that won't work on the ground and ask AI to revise with your corrections. Check it against the manufacturer's manual and your site procedure before you rely on it.

AI doesn't know your people, your site or your history. Treat its plan as a starting point to react to.

Safety-critical: AI output is a starting point. Follow your site's procedures and the manufacturer's guidance.

Importance 4.1/5 · core task · O*NET work activity: Determine construction project layouts..

Determine appropriate sizes, ratings, and locations for all system overcurrent devices, disconnect devices, grounding equipment, and surge suppression equipment.

Weekly

AI lays out options and timelines to react to.

Show prompt & steps

AI can lay out options, timelines and checklists to react to. Fitting it to your people, budget and situation is your call.

Ready-to-use prompt

I work as a solar photovoltaic installer. Part of my job is to determine appropriate sizes, ratings, and locations for all system overcurrent devices, disconnect devices, grounding equipment, and surge suppression equipment.

Context: We use Cost estimating software and Work scheduling software; the work draws on building and construction, engineering and technology and mechanical.
Installation: [solar array, equipment, components]
Site details: [orientation, shading, structure, access]

Recommend locations with reasons and checks to confirm on site. Lay it out as a table with steps, owner, timing and what could go wrong, then list the decisions I still need to make.

10-minute exercise: Pick installation locations

Step 1Pick a real example: the next time you determine appropriate sizes, ratings and locations (this week).
Step 2Fill in [Installation] and [Site details] with the real details, then run the prompt.
Step 3Mark the chosen locations on your plan.

AI doesn't know your people, your site or your history. Treat its plan as a starting point to react to.

Importance 4.3/5 · core task · O*NET work activity: Determine appropriate locations for operations or installations.. Also involves: Select construction materials..

Determine connection interfaces for additional subpanels or for connecting photovoltaic (PV) systems with utility services or other power generation sources.

Weekly

AI lays out options and timelines to react to.

Show prompt & steps

AI can lay out options, timelines and checklists to react to. Fitting it to your people, budget and situation is your call.

Ready-to-use prompt

I work as a solar photovoltaic installer. Part of my job is to determine connection interfaces for additional subpanels or for connecting photovoltaic (PV) systems with utility services or other power generation sources.

Context: We use Cost estimating software and Work scheduling software; the work draws on building and construction, engineering and technology and mechanical.
Area: [floor, wall, roof]
Material and pattern: [tile size, module size, pattern]

Propose a layout that minimizes cuts and waste, with starting points and quantities. Lay it out as a table with steps, owner, timing and what could go wrong, then list the decisions I still need to make.

10-minute exercise: Layout planning

Step 1Pick a real example: the next time you determine connection interfaces (this week).
Step 2Fill in [Area] and [Material and pattern] with the real details, then run the prompt.
Step 3Cross out anything that won't work on the ground and ask AI to revise with your corrections.

AI doesn't know your people, your site or your history. Treat its plan as a starting point to react to.

Importance 4.1/5 · core task · O*NET work activity: Determine construction project layouts..

Determine photovoltaic (PV) system designs or configurations based on factors such as customer needs, expectations, and site conditions.

Weekly

AI lays out options and timelines to react to.

Show prompt & steps

AI can lay out options, timelines and checklists to react to. Fitting it to your people, budget and situation is your call.

Ready-to-use prompt

I work as a solar photovoltaic installer. Part of my job is to determine photovoltaic (PV) system designs or configurations based on factors such as customer needs, expectations, and site conditions.

Context: We use Cost estimating software and Work scheduling software; the work draws on building and construction, engineering and technology and mechanical.
Area: [floor, wall, roof]
Material and pattern: [tile size, module size, pattern]

Propose a layout that minimizes cuts and waste, with starting points and quantities. Lay it out as a table with steps, owner, timing and what could go wrong, then list the decisions I still need to make.

10-minute exercise: Layout planning

Step 1Pick a real example: the next time you determine photovoltaic (PV) system designs or configurations based (this week). Leave out names and identifying details.
Step 2Fill in [Area] and [Material and pattern] with the real details, then run the prompt.
Step 3Cross out anything that won't work on the ground and ask AI to revise with your corrections.

AI doesn't know your people, your site or your history. Treat its plan as a starting point to react to.

Importance 4.0/5 · core task · O*NET work activity: Determine construction project layouts..

Select mechanical designs, installation equipment, or installation plans that conform to environmental, architectural, structural, site, and code requirements.

Weekly

AI lays out options and timelines to react to.

Show prompt & steps

AI can lay out options, timelines and checklists to react to. Fitting it to your people, budget and situation is your call.

Ready-to-use prompt

I work as a solar photovoltaic installer. Part of my job is to select mechanical designs, installation equipment, or installation plans that conform to environmental, architectural, structural, site, and code requirements.

Context: We use Cost estimating software and Work scheduling software; the work draws on building and construction, engineering and technology and mechanical.
Area: [floor, wall, roof]
Material and pattern: [tile size, module size, pattern]

Propose a layout that minimizes cuts and waste, with starting points and quantities. Lay it out as a table with steps, owner, timing and what could go wrong, then list the decisions I still need to make.

10-minute exercise: Layout planning

Step 1Pick a real example: the next time you select mechanical designs, installation equipment and installation plans (this week).
Step 2Fill in [Area] and [Material and pattern] with the real details, then run the prompt.
Step 3Cross out anything that won't work on the ground and ask AI to revise with your corrections.

AI doesn't know your people, your site or your history. Treat its plan as a starting point to react to.

Importance 4.0/5 · core task · O*NET work activity: Determine construction project layouts..

These stay human 16

They need your hands, your presence or your accountable judgment. Lean into them: they get more valuable as routine work is automated.

📏 Measured in this job (O*NET work context): Face-to-face discussions: every day · Outdoors in all weather: every day · Using hands on tools and objects: continually or almost continually · Responsible for others' health and safety: high responsibility

Install photovoltaic (PV) systems in accordance with codes and standards, using drawings, schematics, and instructions.

Daily

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a solar photovoltaic installer. Part of my job is to install photovoltaic (PV) systems in accordance with codes and standards, using drawings, schematics, and instructions.

Context: The work draws on building and construction, engineering and technology and mechanical.
System: [PV, thermal]
Roof or site: [type, pitch]

List mounting, wiring or plumbing steps and safety. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Solar install plan

Step 1Pick a real example: the next time you install photovoltaic (PV) systems (today).
Step 2Fill in [System] and [Roof or site] with the real details, then run the prompt.
Step 3Check roof attachment and electrical code requirements.

Importance 4.6/5 · core task · O*NET work activity: Install solar energy systems..

Identify electrical, environmental, and safety hazards associated with photovoltaic (PV) installations.

Daily

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a solar photovoltaic installer. Part of my job is to identify electrical, environmental, and safety hazards associated with photovoltaic (PV) installations.

Context: The work draws on building and construction, engineering and technology and mechanical.
System: [PV, thermal]
Roof or site: [type, pitch]

List mounting, wiring or plumbing steps and safety. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Solar install plan

Step 1Pick a real example: the next time you identify electrical, environmental and safety hazards (today).
Step 2Fill in [System] and [Roof or site] with the real details, then run the prompt.
Step 3Check roof attachment and electrical code requirements. Check it against the manufacturer's manual and your site procedure before you rely on it.

Safety-critical: AI output is a starting point. Follow your site's procedures and the manufacturer's guidance.

Importance 4.5/5 · core task · O*NET work activity: Install solar energy systems..

Assemble solar modules, panels, or support structures, as specified.

Daily

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a solar photovoltaic installer. Part of my job is to assemble solar modules, panels, or support structures, as specified.

Context: The work draws on building and construction, engineering and technology and mechanical.
System: [PV, thermal]
Roof or site: [type, pitch]

List mounting, wiring or plumbing steps and safety. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Solar install plan

Step 1Pick a real example: the next time you assemble solar modules and panels (today).
Step 2Fill in [System] and [Roof or site] with the real details, then run the prompt.
Step 3Check roof attachment and electrical code requirements.

Importance 4.5/5 · core task · O*NET work activity: Install solar energy systems..

Install module array interconnect wiring, implementing measures to disable arrays during installation.

Daily

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a solar photovoltaic installer. Part of my job is to install module array interconnect wiring, implementing measures to disable arrays during installation.

Context: The work draws on building and construction, engineering and technology and mechanical.
Install: [circuits, fixtures, breakers, transformers]
Specs: [loads, wire sizes, code]

List materials, sequence, connections, labelling and tests before energizing. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Electrical install plan

Step 1Pick a real example: the next time you install module array interconnect wiring (today).
Step 2Fill in [Install] and [Specs] with the real details, then run the prompt.
Step 3Check wire sizes and protection against the current code, and test before energizing.

Importance 4.4/5 · core task · O*NET work activity: Install electrical components, equipment, or systems..

Apply weather sealing to array, building, or support mechanisms.

Daily

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a solar photovoltaic installer. Part of my job is to apply weather sealing to array, building, or support mechanisms.

Context: The work draws on building and construction, engineering and technology and mechanical.
Surface: [brickwork, floor]
Product: [sealant, coating]

List prep, coats and cure times. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Sealant application

Step 1Pick a real example: the next time you apply weather (today).
Step 2Fill in [Surface] and [Product] with the real details, then run the prompt.
Step 3Check the data sheet for cure times before traffic.

Importance 4.4/5 · core task · O*NET work activity: Apply sealants or other protective coatings..

Check electrical installation for proper wiring, polarity, grounding, or integrity of terminations.

Daily

Needs your eyes on site. AI can build the checklist and the report.

Show prep prompt & steps

Where AI still helps: AI can build your inspection checklists, explain standards and turn your notes and photos into clean reports.

Prep prompt

I work as a solar photovoltaic installer. Part of my job is to check electrical installation for proper wiring, polarity, grounding, or integrity of terminations.

Context: The work draws on building and construction, engineering and technology and mechanical.
System: [panel, PV array, wiring]
Codes: [electrical code]

Make an inspection checklist: wiring, polarity, grounding, terminations. Group it by area, say what 'good' and 'bad' look like for each item, and add a short template for writing up what I find.

10-minute exercise: Electrical inspection

Step 1Pick a real example: the next time you check electrical installation (today).
Step 2Fill in [System] and [Codes] with the real details, then run the prompt.
Step 3Take it with you next time, tick it alongside your usual routine, and add anything it missed. Check it against the manufacturer's manual and your site procedure before you rely on it.

Safety-critical: AI output is a starting point. Follow your site's procedures and the manufacturer's guidance.

Importance 4.6/5 · core task · O*NET work activity: Inspect electrical or electronic systems for defects..

Install required labels on solar system components and hardware.

Weekly

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a solar photovoltaic installer. Part of my job is to install required labels on solar system components and hardware.

Context: The work draws on building and construction, engineering and technology and mechanical.
System: [solar, electrical, mechanical]
Label rules: [code or manufacturer requirements]

List each label required, where it goes, and a final check before sign-off. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Labelling checklist

Step 1Pick a real example: the next time you install required labels (this week).
Step 2Fill in [System] and [Label rules] before your next install.
Step 3Check the list against the current code.

Importance 4.4/5 · core task · O*NET work activity: Apply identification labels or tags..

Visually inspect and test photovoltaic (PV) modules or systems.

Weekly

Needs your eyes on site. AI can build the checklist and the report.

Show prep prompt & steps

Where AI still helps: AI can build your inspection checklists, explain standards and turn your notes and photos into clean reports.

Prep prompt

I work as a solar photovoltaic installer. Part of my job is to visually inspect and test photovoltaic (PV) modules or systems.

Context: The work draws on building and construction, engineering and technology and mechanical.
System: [panel, PV array, wiring]
Codes: [electrical code]

Make an inspection checklist: wiring, polarity, grounding, terminations. Group it by area, say what 'good' and 'bad' look like for each item, and add a short template for writing up what I find.

10-minute exercise: Electrical inspection

Step 1Pick a real example: the next time you visually inspect and test photovoltaic (PV) modules or systems (this week).
Step 2Fill in [System] and [Codes] with the real details, then run the prompt.
Step 3Take it with you next time, tick it alongside your usual routine, and add anything it missed.

Importance 4.2/5 · core task · O*NET work activity: Inspect electrical or electronic systems for defects.. Also involves: Test green technology installations to verify performance..

Test operating voltages to ensure operation within acceptable limits for power conditioning equipment, such as inverters and controllers.

Weekly

Needs your eyes on site. AI can build the checklist and the report.

Show prep prompt & steps

Where AI still helps: AI can build your inspection checklists, explain standards and turn your notes and photos into clean reports.

Prep prompt

I work as a solar photovoltaic installer. Part of my job is to test operating voltages to ensure operation within acceptable limits for power conditioning equipment, such as inverters and controllers.

Context: The work draws on building and construction, engineering and technology and mechanical.
Equipment or circuit: [describe]
Testers: [meter, megger]

List tests, expected readings and safety steps. Group it by area, say what 'good' and 'bad' look like for each item, and add a short template for writing up what I find.

10-minute exercise: Electrical testing routine

Step 1Pick a real example: the next time you test operating voltages (this week).
Step 2Fill in [Equipment or circuit] and [Testers] with the real details, then run the prompt.
Step 3Take it with you next time, tick it alongside your usual routine, and add anything it missed.

Importance 4.3/5 · core task · O*NET work activity: Test electrical equipment or systems to ensure proper functioning..

Identify and resolve any deficiencies in photovoltaic (PV) system installation or materials.

Weekly

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a solar photovoltaic installer. Part of my job is to identify and resolve any deficiencies in photovoltaic (PV) system installation or materials.

Context: The work draws on building and construction, engineering and technology and mechanical.
System: [PV, thermal]
Roof or site: [type, pitch]

List mounting, wiring or plumbing steps and safety. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Solar install plan

Step 1Pick a real example: the next time you identify and resolve any deficiencies (this week).
Step 2Fill in [System] and [Roof or site] with the real details, then run the prompt.
Step 3Check roof attachment and electrical code requirements.

Importance 4.2/5 · core task · O*NET work activity: Install solar energy systems..

Activate photovoltaic (PV) systems to verify system functionality and conformity to performance expectations.

Weekly

Needs your eyes on site. AI can build the checklist and the report.

Show prep prompt & steps

Where AI still helps: AI can build your inspection checklists, explain standards and turn your notes and photos into clean reports.

Prep prompt

I work as a solar photovoltaic installer. Part of my job is to activate photovoltaic (PV) systems to verify system functionality and conformity to performance expectations.

Context: The work draws on building and construction, engineering and technology and mechanical.
System: [solar, storage, controls]
Specs: [expected performance]

Make a start-up and performance test checklist. Group it by area, say what 'good' and 'bad' look like for each item, and add a short template for writing up what I find.

10-minute exercise: Commissioning checklist

Step 1Pick a real example: the next time you activate photovoltaic (PV) systems (this week).
Step 2Fill in [System] and [Specs] with the real details, then run the prompt.
Step 3Take it with you next time, tick it alongside your usual routine, and add anything it missed.

Importance 4.3/5 · core task · O*NET work activity: Test green technology installations to verify performance..

Demonstrate system functionality and performance, including start-up, shut-down, normal operation, and emergency or bypass operations.

Weekly

Needs your eyes on site. AI can build the checklist and the report.

Show prep prompt & steps

Where AI still helps: AI can build your inspection checklists, explain standards and turn your notes and photos into clean reports.

Prep prompt

I work as a solar photovoltaic installer. Part of my job is to demonstrate system functionality and performance, including start-up, shut-down, normal operation, and emergency or bypass operations.

Context: The work draws on building and construction, engineering and technology and mechanical.
System: [solar, storage, controls]
Specs: [expected performance]

Make a start-up and performance test checklist. Group it by area, say what 'good' and 'bad' look like for each item, and add a short template for writing up what I find.

10-minute exercise: Commissioning checklist

Step 1Pick a real example: the next time you demonstrate system functionality and performance (this week).
Step 2Fill in [System] and [Specs] with the real details, then run the prompt.
Step 3Take it with you next time, tick it alongside your usual routine, and add anything it missed. Check it against the manufacturer's manual and your site procedure before you rely on it.

Safety-critical: AI output is a starting point. Follow your site's procedures and the manufacturer's guidance.

Importance 4.2/5 · core task · O*NET work activity: Test green technology installations to verify performance..

Program, adjust, or configure inverters and controls for desired set points and operating modes.

Weekly

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a solar photovoltaic installer. Part of my job is to program, adjust, or configure inverters and controls for desired set points and operating modes.

Context: The work draws on building and construction, engineering and technology and mechanical.
System: [PV, thermal]
Roof or site: [type, pitch]

List mounting, wiring or plumbing steps and safety. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Solar install plan

Step 1Pick a real example: the next time you program, adjust, or configure inverters and controls (this week).
Step 2Fill in [System] and [Roof or site] with the real details, then run the prompt.
Step 3Check roof attachment and electrical code requirements.

Importance 4.1/5 · core task · O*NET work activity: Install solar energy systems..

Measure and analyze system performance and operating parameters to assess operating condition of systems or equipment.

Weekly

Needs your eyes on site. AI can build the checklist and the report.

Show prep prompt & steps

Where AI still helps: AI can build your inspection checklists, explain standards and turn your notes and photos into clean reports.

Prep prompt

I work as a solar photovoltaic installer. Part of my job is to measure and analyze system performance and operating parameters to assess operating condition of systems or equipment.

Context: The work draws on building and construction, engineering and technology and mechanical.
System: [solar, storage, controls]
Specs: [expected performance]

Make a start-up and performance test checklist. Group it by area, say what 'good' and 'bad' look like for each item, and add a short template for writing up what I find.

10-minute exercise: Commissioning checklist

Step 1Pick a real example: the next time you measure and analyze system performance and operating parameters (this week).
Step 2Fill in [System] and [Specs] with the real details, then run the prompt.
Step 3Take it with you next time, tick it alongside your usual routine, and add anything it missed.

Importance 4.1/5 · core task · O*NET work activity: Test green technology installations to verify performance..

Perform routine photovoltaic (PV) system maintenance on modules, arrays, batteries, power conditioning equipment, safety systems, structural systems, weather sealing, or balance of systems equipment.

Monthly

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a solar photovoltaic installer. Part of my job is to perform routine photovoltaic (PV) system maintenance on modules, arrays, batteries, power conditioning equipment, safety systems, structural systems, weather sealing, or balance of systems equipment.

Context: The work draws on building and construction, engineering and technology and mechanical.
Equipment: [marine machinery, vehicles]
Schedule: [intervals]

List tasks and checks. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Mechanical maintenance plan

Step 1Pick a real example: the next time you perform routine photovoltaic (PV) system maintenance.
Step 2Fill in [Equipment] and [Schedule] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Safety-critical: AI output is a starting point. Follow your site's procedures and the manufacturer's guidance.

Importance 3.9/5 · core task · O*NET work activity: Maintain mechanical equipment..

Install active solar systems, including solar collectors, concentrators, pumps, or fans.

Weekly

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a solar photovoltaic installer. Part of my job is to install active solar systems, including solar collectors, concentrators, pumps, or fans.

Context: The work draws on building and construction, engineering and technology and mechanical.
System: [PV, thermal]
Roof or site: [type, pitch]

List mounting, wiring or plumbing steps and safety. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Solar install plan

Step 1Pick a real example: the next time you install active solar systems (this week).
Step 2Fill in [System] and [Roof or site] with the real details, then run the prompt.
Step 3Check roof attachment and electrical code requirements.

Importance 3.9/5 · O*NET work activity: Install solar energy systems..

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Your next moves

Skills to build

From O*NET's ratings of how important each skill is in this job, matched to which part of the work it supports.

Stays human Deepen these

They power the human-led work, which is the part of the job AI can't take over.

  • Operations Monitoringimportance 3.1/5
    Used in: Inspecting Equipment, Structures, or Materials
  • Quality Control Analysisimportance 3.1/5
    Used in: Inspecting Equipment, Structures, or Materials
  • Troubleshootingimportance 3.0/5
    Used in: Inspecting Equipment, Structures, or Materials
  • Equipment Selectionimportance 2.8/5
    Used in: Repairing and Maintaining Electronic Equipment

With AI Use these to work with AI

When AI does the first draft, these are the skills you use to brief it and check what comes back.

  • Critical Thinkingimportance 3.2/5
    Used in: Making Decisions and Solving Problems
  • Active Listeningimportance 3.1/5
    Used in: Making Decisions and Solving Problems
  • Reading Comprehensionimportance 3.0/5
    Used in: Making Decisions and Solving Problems
  • Judgment and Decision Makingimportance 3.1/5
    Used in: Making Decisions and Solving Problems

Where you could move

Related jobs from O*NET with the closest skill profile, favouring ones where more of the work stays human. No step down in preparation.

  • Solar Thermal Installers and Technicians89% human-led · Needs more preparation · $63,800/yr · usually high school diplomaSkills to build: Service Orientation, Installation, Operations Monitoring
  • Carpenters82% human-led · Same preparation · $60,580/yr · usually high school diplomaSkills to build: Coordination, Mathematics, Monitoring
  • Millwrights96% human-led · Same preparation · usually high school diplomaSkills to build: Repairing, Equipment Maintenance, Operations Monitoring
  • Heating, Air Conditioning, and Refrigeration Mechanics and Installers71% human-led · Needs more preparationSkills to build: Repairing, Operations Monitoring, Troubleshooting

Getting into this job

Post-secondary certificate is most common (37% of workers)

  • High school or less 45%
  • Certificate or some college 37%
  • Associate's 3%
  • Bachelor's 14%
  • Graduate degree 1%
  • On-the-job training: 6–12 months
  • Related experience: 1–2 years

What workers in this job report, from O*NET surveys (typical values).

Software in this job

In-demand tools from O*NET. Many now have AI built in, so check what yours can do before adding a new tool.

Extensible markup language XMLMicrosoft ExcelMicrosoft Office softwareMicrosoft OutlookMicrosoft WordSalesforce software