Solar Energy Installation Managers
Direct work crews installing residential or commercial solar photovoltaic or thermal systems.
AI Impact Summary
Solar Energy Installation Managers faces moderate AI displacement risk with a score of 31/100. This occupation has higher AI displacement risk than 45% of all analyzed occupations. Of 15 analyzed tasks, 4 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.
Skill Impact Analysis
AI-Vulnerable Skills (6)
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
AI-Resistant Skills (11)
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
Negotiation is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Solar Energy Installation Managers skill gaps, ranked by relevance to your displacement risk profile.
Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.
Upskill to Reduce Risk
Courses addressing your most AI-vulnerable skills
SQL Fundamentals Skill Track
by DataCamp
Estimated Impact
AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Cybersecurity Fundamentals Path
by Pluralsight
Estimated Impact
Strengthen Your Edge
Double down on skills AI can't replicate
Leading People and Teams Specialization
by University of Michigan
Estimated Impact
We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.
Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.
Education & Training
Percentage of workers at each education and training level
Education Level
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
How AI Impacts Each Task
15 tasks analyzed
Supervise solar installers, technicians, and subcontractors for solar installation projects to ensure compliance with safety standards.
Estimate materials, equipment, and personnel needed for residential or commercial solar installation projects.
Prepare solar installation project proposals, quotes, budgets, or schedules.
Plan and coordinate installations of photovoltaic (PV) solar and solar thermal systems to ensure conformance to codes.
Monitor work of contractors and subcontractors to ensure projects conform to plans, specifications, schedules, or budgets.
Provide technical assistance to installers, technicians, or other solar professionals in areas such as solar electric systems, solar thermal systems, electrical systems, or mechanical systems.
Assess potential solar installation sites to determine feasibility and design requirements.
Identify means to reduce costs, minimize risks, or increase efficiency of solar installation projects.
Coordinate or schedule building inspections for solar installation projects.
Perform start-up of systems for testing or customer implementation.
Evaluate subcontractors or subcontractor bids for quality, cost, and reliability.
Assess system performance or functionality at the system, subsystem, and component levels.
Visit customer sites to determine solar system needs, requirements, or specifications.
Develop and maintain system architecture, including all piping, instrumentation, or process flow diagrams.
Purchase or rent equipment for solar energy system installation.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Supervise solar installers, technicians, and subcontractors for solar installation projects to ensure compliance with safety standards. | 10Estimated | 19.0% | 15% | |
| Estimate materials, equipment, and personnel needed for residential or commercial solar installation projects. | 92Estimated | 86.0% | 8% | |
| Prepare solar installation project proposals, quotes, budgets, or schedules. | 94Estimated | 86.8% | 8% | |
| Plan and coordinate installations of photovoltaic (PV) solar and solar thermal systems to ensure conformance to codes. | 60Estimated | 51.0% | 10% | |
| Monitor work of contractors and subcontractors to ensure projects conform to plans, specifications, schedules, or budgets. | 55.15Observed | 49.1% | 10% | |
| Provide technical assistance to installers, technicians, or other solar professionals in areas such as solar electric systems, solar thermal systems, electrical systems, or mechanical systems. | 57.43Observed | 38.0% | 8% | |
| Assess potential solar installation sites to determine feasibility and design requirements. | 65Estimated | 53.0% | 8% | |
| Identify means to reduce costs, minimize risks, or increase efficiency of solar installation projects. | 60Estimated | 51.0% | 5% | |
| Coordinate or schedule building inspections for solar installation projects. | 87Estimated | 84.0% | 4% | |
| Perform start-up of systems for testing or customer implementation. | 5Estimated | 11.0% | 5% | |
| Evaluate subcontractors or subcontractor bids for quality, cost, and reliability. | 55Estimated | 49.0% | 4% | |
| Assess system performance or functionality at the system, subsystem, and component levels. | 70Estimated | 55.0% | 5% | |
| Visit customer sites to determine solar system needs, requirements, or specifications. | 15Estimated | 21.0% | 5% | |
| Develop and maintain system architecture, including all piping, instrumentation, or process flow diagrams. | 60Estimated | 51.0% | 3% | |
| Purchase or rent equipment for solar energy system installation. | 90Estimated | 85.2% | 2% |
Protective Factors
Total protective discount: 33.1%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$78,690
per year
Mean Wage
$84,500
per year
Employment
806K
workers
Wage Range
$51,290 - $126,690
10th - 90th pct
Wage Distribution
Explore other career paths
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Recommendations
Skills to Develop
These skills are at risk from AI automation. Solar Energy Installation Managers professionals should diversify beyond them.
- Mathematics
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Reading Comprehension
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Information Ordering
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Mathematics
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Memorization
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Skills to Leverage
These human-centric skills remain difficult for AI to replicate. Double down here.
- Adaptability/Flexibility
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
- Leadership
Leadership is AI-resistant — strengthening this skill provides durable career protection.
- Coordination
Coordination is AI-resistant — strengthening this skill provides durable career protection.
- Instructing
Instructing is AI-resistant — strengthening this skill provides durable career protection.
- Persuasion
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
Tools to Adopt
AI can amplify these skills. Learn the tools that augment rather than replace your work.
- Monitoring
Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Critical Thinking
Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Judgment and Decision Making
Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Writing
Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Active Learning
Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
Score History
Risk score over 2 scoring runs
overall change