Takeover Tracker
26%medium risk
Forest Fire Fighting and Prevention Supervisors
vs

36 shared · 72 different

core competencies

28%medium risk
Pesticide Handlers, Sprayers, and Applicators, Vegetation

Side-by-Side Comparison

MetricForest Fire Fighting and Prevention SupervisorsPesticide Handlers, Sprayers, and Applicators, Vegetation
Risk Score26.2%28.0%
Risk TierMedium RiskMedium Risk
Risk Percentile22th30th
Tasks at Risk (>50%)5 / 153 / 12
Median Salary$92,430$45,200
Employment94K25K

Skill Comparison

|

Sorted by largest difference

Guiding, Directing, and Motivating Subordinates
Developing and Building Teams
Personnel and Human Resources
Public Safety and Security
Geography
Assisting and Caring for Others
Education and Training
Computers and Electronics
Making Decisions and Solving Problems
Developing Objectives and Strategies
Clerical
Customer and Personal Service

Protective Factors

Higher values indicate stronger protection against AI displacement

Forest Fire Fighting and Prevention Supervisors

37%

total discount

Pesticide Handlers, Sprayers, and Applicators, Vegetation

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Forest Fire Fighting and Prevention Supervisors

5 of 15 at risk
86%Maintain knowledge of forest fire laws and fire prevention techniques and tactics.
84%Schedule employee work assignments and set work priorities.
55%Evaluate size, location, and condition of forest fires.
55%Observe fires or crews from air to determine firefighting force requirements or to note changing conditions that will affect firefighting efforts.
51%Analyze burn conditions and results, and prepare postburn reports.

Pesticide Handlers, Sprayers, and Applicators, Vegetation

3 of 12 at risk
87%Record information about pesticide applications, such as the type used and amount applied.
86%Establish driving routes for pesticide applications.
59%Identify lawn or plant diseases to determine the appropriate course of treatment.
49%Mix pesticides, herbicides, or fungicides for application to trees, shrubs, lawns, or botanical crops.
49%Fill sprayer tanks with water and chemicals, according to formulas.

Wage Comparison

Pesticide Handlers, Sprayers, and Applicators, Vegetation earns -$47,230(-51%) vs Forest Fire Fighting and Prevention Supervisors
Forest Fire Fighting and Prevention SupervisorsPesticide Handlers, Sprayers, and Applicators, Vegetation
10th
$53,970$34,590
25th
$72,240$38,040
Median
$92,430$45,200
75th
$115,990$50,960
90th
$142,300$58,910

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Forest Fire Fighting and Prevention Supervisors2028–2035
Pesticide Handlers, Sprayers, and Applicators, Vegetation2028–2035
20242030203520402045

Forest Fire Fighting and Prevention Supervisors has a longer runway before significant displacement, projected 0 years later than Pesticide Handlers, Sprayers, and Applicators, Vegetation.

Risk-Adjusted Salary

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

Forest Fire Fighting and Prevention Supervisors

$68,241

from $92,430

Pesticide Handlers, Sprayers, and Applicators, Vegetation

$32,535

from $45,200

After adjusting for AI risk, Forest Fire Fighting and Prevention Supervisors offers $35,706 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Forest

0

Unique to Pesticide

Combined Protection Strategy

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

Social Intelligence
Creativity
Decision Complexity
Regulatory Barriers
Forest Fire Fighting and Prevention SupervisorsPesticide Handlers, Sprayers, and Applicators, Vegetation
Find transitions from Forest Fire Fighting and Prevention SupervisorsFind transitions from Pesticide Handlers, Sprayers, and Applicators, Vegetation