Takeover Tracker

27%medium risk
Landscape Architects
vs

71 shared · 20 different

core competencies

Side-by-Side Comparison

MetricLandscape ArchitectsTransportation Planners
Risk Score26.7%32.9%
Risk TierMedium RiskMedium Risk
Risk Percentile24th56th
Tasks at Risk (>50%)7 / 159 / 15
Median Salary$79,660$100,340
Employment20K37K

Skill Comparison

|

Sorted by largest difference

Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Transportation
Building and Construction
Design
Analyzing Data or Information
Thinking Creatively
Public Safety and Security
Developing Objectives and Strategies
Selling or Influencing Others
Scheduling Work and Activities
MathematicsAI-Vulnerable
Operations Analysis

Protective Factors

Higher values indicate stronger protection against AI displacement

Landscape Architects

34%

total discount

Transportation Planners

31%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Landscape Architects

7 of 15 at risk
59%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.

Transportation Planners

9 of 15 at risk
72%Prepare necessary documents to obtain planned project approvals or permits.
64%Analyze information from traffic counting programs.
54%Design transportation surveys to identify areas of public concern.
53%Interpret data from traffic modeling software, geographic information systems, or associated databases.
53%Define regional or local transportation planning problems or priorities.

Wage Comparison

Transportation Planners earns +$20,680(+26%) vs Landscape Architects
Landscape ArchitectsTransportation Planners
10th
$51,990$62,570
25th
$62,650$79,210
Median
$79,660$100,340
75th
$101,580$127,880
90th
$132,250$160,810

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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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