medium risk
Transportation Engineersvs
79 shared · 17 different
core competencies
medium risk
Landscape ArchitectsSide-by-Side Comparison
Landscape Architects leads 3–1| Metric | Transportation Engineers | Landscape Architects |
|---|---|---|
| Risk Score | 32.4% | 26.7% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 53th | 24th |
| Tasks at Risk (>50%) | 7 / 15 | 7 / 15 |
| Median Salary | $99,590 | $79,660 |
| Employment | 355K | 20K |
Skill Comparison
|
Sorted by largest difference
Engineering and Technology
Transportation
Thinking Creatively
MathematicsAI-Vulnerable
MathematicsAI-Vulnerable
Mathematical Reasoning
Physics
Performing for or Working Directly with the Public
Analyzing Data or Information
Number Facility
Customer and Personal Service
Processing Information
Protective Factors
Higher values indicate stronger protection against AI displacement
Transportation Engineers
32%
total discount
Landscape Architects
34%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Transportation Engineers
7 of 15 at risk86%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.
Landscape Architects
7 of 15 at risk59%Research latest products, technology, or design trends to stay current in the field.
55%Identify and select appropriate sustainable materials for use in landscape designs, such as recycled wood or recycled concrete boards for structural elements or recycled tires for playground bedding.
54%Prepare graphic representations or drawings of proposed plans or designs.
53%Create landscapes that minimize water consumption such as by incorporating drought-resistant grasses or indigenous plants.
52%Develop planting plans to help clients garden productively or to achieve particular aesthetic effects.
Wage Comparison
Landscape Architects earns -$19,930(-20%) vs Transportation Engineers
Transportation EngineersLandscape Architects
10th
$65,920$51,990
25th
$78,790$62,650
Median
$99,590$79,660
75th
$128,290$101,580
90th
$160,990$132,250
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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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