Takeover Tracker

Side-by-Side Comparison

MetricMunicipal Fire Fighting and Prevention SupervisorsFirst-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers
Risk Score26.8%25.1%
Risk TierMedium RiskMedium Risk
Risk Percentile25th20th
Tasks at Risk (>50%)7 / 153 / 15
Median Salary$92,430$56,170
Employment94K124K

Skill Comparison

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Sorted by largest difference

Assisting and Caring for Others
Public Safety and Security
Monitor Processes, Materials, or Surroundings
Performing General Physical Activities
Documenting/Recording Information
Handling and Moving Objects
Building and Construction
Performing for or Working Directly with the Public
Repairing and Maintaining Mechanical Equipment
Inspecting Equipment, Structures, or Material
Controlling Machines and Processes
Operating Vehicles, Mechanized Devices, or Equipment

Protective Factors

Higher values indicate stronger protection against AI displacement

Municipal Fire Fighting and Prevention Supervisors

40%

total discount

First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers

32%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Municipal Fire Fighting and Prevention Supervisors

7 of 15 at risk
86%Prepare activity reports listing fire call locations, actions taken, fire types and probable causes, damage estimates, and situation dispositions.
86%Attend in-service training classes to remain current in knowledge of codes, laws, ordinances, and regulations.
86%Compile and maintain records on personnel, accidents, equipment, and supplies.
86%Maintain required maps and records.
70%Inspect and test new and existing fire protection systems, fire detection systems, and fire safety equipment to ensure that they are operating properly.

First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers

3 of 15 at risk
87%Perform administrative duties, such as authorizing leaves or processing time sheets.
86%Schedule work for crews, depending on work priorities, crew or equipment availability, or weather conditions.
82%Inventory supplies of tools, equipment, or materials to ensure that sufficient supplies are available and items are in usable condition.
47%Direct or perform mixing or application of fertilizers, insecticides, herbicides, or fungicides.
39%Inspect completed work to ensure conformance to specifications, standards, and contract requirements.

Wage Comparison

First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers earns -$36,260(-39%) vs Municipal Fire Fighting and Prevention Supervisors
Municipal Fire Fighting and Prevention SupervisorsFirst-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers
10th
$53,970$39,270
25th
$72,240$46,350
Median
$92,430$56,170
75th
$115,990$70,320
90th
$142,300$83,080

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Municipal Fire Fighting and Prevention Supervisors20282035
First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers20282035
20242030203520402045

First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers has a longer runway before significant displacement, projected 0 years later than Municipal Fire Fighting and Prevention Supervisors.

Risk-Adjusted Salary

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

Municipal Fire Fighting and Prevention Supervisors

$67,631

from $92,430

First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers

$42,049

from $56,170

After adjusting for AI risk, Municipal Fire Fighting and Prevention Supervisors offers $25,582 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Municipal

0

Unique to First-Line

Combined Protection Strategy

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

Regulatory Barriers
Fine Manipulation
Social Intelligence
Creativity
Municipal Fire Fighting and Prevention SupervisorsFirst-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers