Last Update: 2/17/2026
Your role’s AI Resilience Score is
Median Score
Changing Fast
Evolving
Stable
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
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 oversee the setup of solar panels, making sure everything is installed correctly and safely to provide clean energy from the sun.
This role is stable
The career of a Solar Energy Installation Manager is considered "Stable" because it involves many hands-on tasks and critical thinking that AI can't fully replace. These managers need to visit sites, guide teams, and make important decisions about safety and compliance, which require human judgment and physical presence.
Read full analysisLearn more about how you can thrive in this position
Learn more about how you can thrive in this position
This role is stable
The career of a Solar Energy Installation Manager is considered "Stable" because it involves many hands-on tasks and critical thinking that AI can't fully replace. These managers need to visit sites, guide teams, and make important decisions about safety and compliance, which require human judgment and physical presence.
Read full analysisContributing 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
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
Solar Install Managers
Updated Quarterly • Last Update: 2/17/2026

What's changing and what's not
Solar installation managers do many hands-on and judgment tasks that aren’t fully automated today. For example, O*NET notes these managers “coordinate or schedule building inspections,” prepare project budgets/quotes, and “perform start-up of systems” on site [1]. These tasks still require human judgment – climbing on roofs, guiding crews, and verifying work – which computers alone can’t do.
O*NET even highlights “performing general physical activities” like climbing, lifting, and balancing as part of this job [1]. In practice, most builders use standard software (scheduling apps, CAD design, etc.) to help, but not AI replacing people. There are some AI tools in the solar field – for example, one company used AI on aerial images to identify existing solar panels across regions with about 98.6% accuracy [2] – but this audits large grid data rather than replacing a manager’s on-site work.
In short, we found no evidence that core tasks like site visits, system commissioning, or proposal engineering are currently done by AI; instead, workers use familiar tech tools to speed routine parts.

AI in the real world
Adoption of AI in solar installation management is likely to be steady but cautious. On the plus side, many solar firms already use digital tools: O*NET lists calendar/scheduling software, ERP/CRM systems (like SAP, Salesforce), and CAD programs (AutoCAD, Revit) as common [1]. These systems automate some paperwork, but they’re not advanced AI – just faster digital helpers.
Turning fully to AI (for example, an AI “copilot” that writes proposals or plans a layout) would require new investment. The economic balance matters: labor shortages and the chance to cut errors could encourage automation, but buying or training AI tools can be costly, especially for smaller companies. Social factors also play a role.
Clients and regulators often expect a human expert to inspect and approve solar plans for safety and code compliance. That means even if an AI can generate a design or quote, a qualified manager must review it. For now, AI helps behind the scenes (such as speeding up calculations or image analysis [2]), but it augments rather than replaces these managers.
In short, solar managers will likely use more smart tools over time, but the need for human skills – judgment, on-site problem solving, and communication – remains strong.

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Median Wage
$78,690
Jobs (2024)
921,600
Growth (2024-34)
+5.3%
Annual Openings
74,400
Education
High school diploma or equivalent
Experience
5 years or more
Source: Bureau of Labor Statistics, Employment Projections 2024-2034
AI-generated estimates of task resilience over the next 3 years
Visit customer sites to determine solar system needs, requirements, or specifications.
Assess potential solar installation sites to determine feasibility and design requirements.
Supervise solar installers, technicians, and subcontractors for solar installation projects to ensure compliance with safety standards.
Develop and maintain system architecture, including all piping, instrumentation, or process flow diagrams.
Plan and coordinate installations of photovoltaic (PV) solar and solar thermal systems to ensure conformance to codes.
Provide technical assistance to installers, technicians, or other solar professionals in areas such as solar electric systems, solar thermal systems, electrical systems, and mechanical systems.
Evaluate subcontractors or subcontractor bids for quality, cost, and reliability.
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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