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AI Risk Comparison

Solar Energy Systems Engineers vs Energy Engineers, Except Wind and Solar

Compare AI replacement risk, automatable work, resilient skills, and potential career pivots for both occupations.

Safer role
Solar Energy Systems Engineers
Higher risk
Energy Engineers, Except Wind and Solar
Risk gap
1 points
Engineering & ArchitectureO*NET: 17-2199.11

Solar Energy Systems Engineers

Perform site-specific engineering analysis or evaluation of energy efficiency and solar projects involving residential, commercial, or industrial customers. Design solar domestic hot water and space heating systems for new and existing structures, applying knowledge of structural energy requirements, local climates, solar technology, and thermodynamics.

AI Risk Score

43/100
Medium

Moderate risk: AI can reshape important parts of the role.

Automation factors

  • Conduct engineering site audits to collect structural, electrical, and related site information for use in the design of residential or commercial solar power systems.
  • Create plans for solar energy system development, monitoring, and evaluation activities.
  • Create electrical single-line diagrams, panel schedules, or connection diagrams for solar electric systems, using computer-aided design (CAD) software.
  • Evaluating Information to Determine Compliance with Standards
  • Working with Computers

Top skills

Reading Comprehension4.00/5
Critical Thinking4.00/5
Writing3.88/5
Speaking3.88/5
Complex Problem Solving3.88/5

Recommended career pivots

Solar Sales Representatives and Assessors75/100Solar Energy Installation Managers27/100Solar Thermal Installers and Technicians65/100Energy Engineers, Except Wind and Solar44/100Wind Energy Engineers46/100
Engineering & ArchitectureO*NET: 17-2199.03

Energy Engineers, Except Wind and Solar

Design, develop, or evaluate energy-related projects or programs to reduce energy costs or improve energy efficiency during the designing, building, or remodeling stages of construction. May specialize in electrical systems; heating, ventilation, and air-conditioning (HVAC) systems; green buildings; lighting; air quality; or energy procurement.

AI Risk Score

44/100
Medium

Moderate risk: AI can reshape important parts of the role.

Automation factors

  • Conduct energy audits to evaluate energy use and to identify conservation and cost reduction measures.
  • Monitor and analyze energy consumption.
  • Inspect or monitor energy systems, including heating, ventilating, and air conditioning (HVAC) or daylighting systems to determine energy use or potential energy savings.
  • Working with Computers
  • Analyzing Data or Information

Top skills

Reading Comprehension4.12/5
Critical Thinking4.00/5
Active Listening3.88/5
Writing3.88/5
Monitoring3.88/5

Recommended career pivots

Energy Auditors64/100Solar Energy Systems Engineers43/100Wind Energy Engineers46/100Wind Energy Development Managers34/100Biomass Power Plant Managers30/100

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