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AI Risk Comparison

Energy Engineers, Except Wind and Solar vs Civil Engineers

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

Safer role
Energy Engineers, Except Wind and Solar
Higher risk
Civil Engineers
Risk gap
0 points
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
Engineering & ArchitectureO*NET: 17-2051.00

Civil Engineers

Perform engineering duties in planning, designing, and overseeing construction and maintenance of building structures and facilities, such as roads, railroads, airports, bridges, harbors, channels, dams, irrigation projects, pipelines, power plants, and water and sewage systems.

AI Risk Score

44/100
Medium

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

Automation factors

  • Analyze survey reports, maps, drawings, blueprints, aerial photography, or other topographical or geologic data.
  • Evaluating Information to Determine Compliance with Standards
  • Updating and Using Relevant Knowledge
  • Working with Computers

Top skills

Active Listening4.00/5
Reading Comprehension3.88/5
Speaking3.88/5
Mathematics3.88/5
Critical Thinking3.88/5

Recommended career pivots

Civil Engineering Technologists and Technicians89/100Transportation Engineers42/100Construction Managers29/100Water/Wastewater Engineers47/100Construction and Building Inspectors60/100

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