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AI Risk Comparison

Cartographers and Photogrammetrists vs Solar Energy Systems Engineers

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

Safer role
Cartographers and Photogrammetrists
Higher risk
Solar Energy Systems Engineers
Risk gap
1 points
Engineering & ArchitectureO*NET: 17-1021.00

Cartographers and Photogrammetrists

Research, study, and prepare maps and other spatial data in digital or graphic form for one or more purposes, such as legal, social, political, educational, and design purposes. May work with Geographic Information Systems (GIS). May design and evaluate algorithms, data structures, and user interfaces for GIS and mapping systems. May collect, analyze, and interpret geographic information provided by geodetic surveys, aerial photographs, and satellite data.

AI Risk Score

42/100
Medium

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

Automation factors

  • Compile data required for map preparation, including aerial photographs, survey notes, records, reports, and original maps.
  • Prepare and alter trace maps, charts, tables, detailed drawings, and three-dimensional optical models of terrain using stereoscopic plotting and computer graphics equipment.
  • Study legal records to establish boundaries of local, national, and international properties.
  • Working with Computers
  • Evaluating Information to Determine Compliance with Standards

Top skills

Reading Comprehension4.00/5
Writing3.50/5
Critical Thinking3.50/5
Active Listening3.38/5
Active Learning3.25/5

Recommended career pivots

Surveying and Mapping Technicians72/100Geodetic Surveyors46/100Geographic Information Systems Technologists and Technicians53/100Remote Sensing Technicians82/100Surveyors39/100
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

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