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AI Risk Comparison

Cartographers and Photogrammetrists vs Transportation Engineers

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

Safer role
Cartographers and Photogrammetrists
Higher risk
Transportation Engineers
Risk gap
0 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: 17-2051.01

Transportation Engineers

Develop plans for surface transportation projects, according to established engineering standards and state or federal construction policy. Prepare designs, specifications, or estimates for transportation facilities. Plan modifications of existing streets, highways, or freeways to improve traffic flow.

AI Risk Score

42/100
Medium

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

Automation factors

  • Prepare administrative, technical, or statistical reports on traffic-operation matters, such as accidents, safety measures, or pedestrian volume or practices.
  • Confer with contractors, utility companies, or government agencies to discuss plans, specifications, or work schedules.
  • Prepare project budgets, schedules, or specifications for labor or materials.
  • Working with Computers
  • Evaluating Information to Determine Compliance with Standards

Top skills

Reading Comprehension4.00/5
Writing4.00/5
Speaking4.00/5
Critical Thinking4.00/5
Mathematics3.88/5

Recommended career pivots

Civil Engineers44/100Transportation Planners48/100Civil Engineering Technologists and Technicians89/100Traffic Technicians72/100Highway Maintenance Workers70/100

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