Takeover Tracker

vs

46 shared · 43 different

core competencies

Side-by-Side Comparison

MetricTransportation EngineersCivil Engineering Technicians
Risk Score32.4%40.3%
Risk TierMedium RiskMedium Risk
Risk Percentile53th81th
Tasks at Risk (>50%)7 / 156 / 15
Median Salary$99,590$64,200
Employment355K62K

Skill Comparison

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Sorted by largest difference

Developing and Building Teams
Guiding, Directing, and Motivating Subordinates
Making Decisions and Solving Problems
Coordinating the Work and Activities of Others
Coaching and Developing Others
Transportation
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Monitoring and Controlling Resources
Design
Management of Financial Resources
Communicating with Persons Outside Organization
Training and Teaching Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Transportation Engineers

32%

total discount

Civil Engineering Technicians

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Transportation Engineers

7 of 15 at risk
86%Prepare administrative, technical, or statistical reports on traffic-operation matters, such as accidents, safety measures, or pedestrian volume or practices.
84%Estimate transportation project costs.
72%Prepare project budgets, schedules, or specifications for labor or materials.
53%Design or prepare plans for new transportation systems or parts of systems, such as airports, commuter trains, highways, streets, bridges, drainage structures, or roadway lighting.
52%Design or engineer drainage, erosion, or sedimentation control systems for transportation projects.

Civil Engineering Technicians

6 of 15 at risk
86%Calculate dimensions, square footage, profile and component specifications, and material quantities using calculator or computer.
84%Develop project budgets by estimating the cost of project activities.
83%Read and review project blueprints and structural specifications to determine dimensions of structure or system and material requirements.
74%Draft detailed dimensional drawings and design layouts for projects and to ensure conformance to specifications.
67%Prepare reports and document project activities and data.

Wage Comparison

Civil Engineering Technicians earns -$35,390(-36%) vs Transportation Engineers
Transportation EngineersCivil Engineering Technicians
10th
$65,920$43,550
25th
$78,790$51,730
Median
$99,590$64,200
75th
$128,290$79,550
90th
$160,990$97,840

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Head-to-head task automation timeline
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Career transition paths from each job
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Combined protective factor strategy
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