Takeover Tracker
27%medium risk
Landscape Architects
vs

73 shared · 24 different

core competencies

28%medium risk
Fire-Prevention and Protection Engineers

Side-by-Side Comparison

MetricLandscape ArchitectsFire-Prevention and Protection Engineers
Risk Score26.7%28.2%
Risk TierMedium RiskMedium Risk
Risk Percentile24th31th
Tasks at Risk (>50%)7 / 151 / 14
Median Salary$79,660$109,660
Employment20K23K

Skill Comparison

|

Sorted by largest difference

Performing for or Working Directly with the Public
Engineering and Technology
Chemistry
Thinking Creatively
Mechanical
Physics
Inspecting Equipment, Structures, or Material
Analyzing Data or Information
CoordinationAI-Resistant
Clerical
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Selling or Influencing Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Landscape Architects

34%

total discount

Fire-Prevention and Protection Engineers

30%

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.

Fire-Prevention and Protection Engineers

1 of 14 at risk
86%Prepare and write reports detailing specific fire prevention and protection issues, such as work performed, revised codes or standards, and proposed review schedules.
47%Conduct research on fire retardants and the fire safety of materials and devices.
47%Evaluate fire department performance and the laws and regulations affecting fire prevention or fire safety.
45%Develop plans for the prevention of destruction by fire, wind, and water.
43%Inspect buildings or building designs to determine fire protection system requirements and potential problems in areas such as water supplies, exit locations, and construction materials.

Wage Comparison

Fire-Prevention and Protection Engineers earns +$30,000(+38%) vs Landscape Architects
Landscape ArchitectsFire-Prevention and Protection Engineers
10th
$51,990$62,050
25th
$62,650$85,400
Median
$79,660$109,660
75th
$101,580$136,150
90th
$132,250$166,670

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Landscape Architects2028–2035
Fire-Prevention and Protection Engineers2028–2035
20242030203520402045

Landscape Architects has a longer runway before significant displacement, projected 0 years later than Fire-Prevention and Protection Engineers.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Landscape Architects

$58,375

from $79,660

Fire-Prevention and Protection Engineers

$78,703

from $109,660

After adjusting for AI risk, Fire-Prevention and Protection Engineers offers $20,328 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Landscape

0

Unique to Fire-Prevention

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Fine Manipulation
Creativity
Social Intelligence
Decision Complexity
Landscape ArchitectsFire-Prevention and Protection Engineers
Find transitions from Landscape ArchitectsFind transitions from Fire-Prevention and Protection Engineers