Stable

Last Update: 2/17/2026

Your role’s AI Resilience Score is

87.3%

Median Score

Changing Fast

Evolving

Stable

Our confidence in this score:
Medium-high

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

Solar Energy Installation Managers

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.

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Learn more about how you can thrive in this position

View analysis
Chat with Coach
Latest news
More career info
Analysis
Chat
News
More

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 analysis

Contributing 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

Learn about this score
Stable iconStable

79.0%

79.0%

Anthropic's Economic Index

Stable iconStable

99%

99%

Will Robots Take My Job

Automation Resilience

Learn about this score
Stable iconStable

90.1%

90.1%

High Demand

Labor Market Outlook

We use BLS employment projections to complement the AI-focused assessments from other sources.

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Growth Rate (2024-34):

5.3%

Growth Percentile:

75.2%

Annual Openings:

74,400

Annual Openings Pct:

85.7%

Analysis of Current AI Resilience

Solar Install Managers

Updated Quarterly • Last Update: 2/17/2026

Analysis
Suggested Actions
State of Automation

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.

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AI Adoption

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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More Career Info

Career: Solar Energy Installation Managers

Employment & Wage Data

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

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

85% ResilienceCore Task

Visit customer sites to determine solar system needs, requirements, or specifications.

2

80% ResilienceCore Task

Assess potential solar installation sites to determine feasibility and design requirements.

3

75% ResilienceCore Task

Supervise solar installers, technicians, and subcontractors for solar installation projects to ensure compliance with safety standards.

4

75% ResilienceCore Task

Develop and maintain system architecture, including all piping, instrumentation, or process flow diagrams.

5

70% ResilienceCore Task

Plan and coordinate installations of photovoltaic (PV) solar and solar thermal systems to ensure conformance to codes.

6

70% ResilienceCore Task

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.

7

70% ResilienceCore Task

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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