Takeover Tracker
33%medium risk
Forest Fire Inspectors and Prevention Specialists
vs

51 shared · 34 different

core competencies

25%low risk
Animal Control Workers

Side-by-Side Comparison

MetricForest Fire Inspectors and Prevention SpecialistsAnimal Control Workers
Risk Score32.8%24.7%
Risk TierMedium RiskLow Risk
Risk Percentile55th19th
Tasks at Risk (>50%)9 / 152 / 15
Median Salary$52,380$45,830
Employment3K12K

Skill Comparison

|

Sorted by largest difference

Education and Training
Geography
Identifying Objects, Actions, and Events
Developing and Building Teams
Developing Objectives and Strategies
Coordinating the Work and Activities of Others
Clerical
Analyzing Data or Information
Estimating the Quantifiable Characteristics of Products, Events, or Information
Scheduling Work and Activities
Communicating with Supervisors, Peers, or Subordinates
Establishing and Maintaining Interpersonal Relationships

Protective Factors

Higher values indicate stronger protection against AI displacement

Forest Fire Inspectors and Prevention Specialists

35%

total discount

Animal Control Workers

34%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Forest Fire Inspectors and Prevention Specialists

9 of 15 at risk
88%Compile and report meteorological data, such as temperature, relative humidity, wind direction and velocity, and types of cloud formations.
86%Maintain records and logbooks.
84%Relay messages about emergencies, accidents, locations of crew and personnel, and fire hazard conditions.
78%Restrict public access and recreational use of forest lands during critical fire seasons.
74%Administer regulations regarding sanitation, fire prevention, violation corrections, and related forest regulations.

Animal Control Workers

2 of 15 at risk
86%Write reports of activities, and maintain files of impoundments and dispositions of animals.
70%Examine animal licenses, and inspect establishments housing animals for compliance with laws.
47%Supply animals with food, water, and personal care.
45%Contact animal owners to inform them that their pets are at animal holding facilities.
45%Clean facilities and equipment such as dog pens and animal control trucks.

Wage Comparison

Animal Control Workers earns -$6,550(-13%) vs Forest Fire Inspectors and Prevention Specialists
Forest Fire Inspectors and Prevention SpecialistsAnimal Control Workers
10th
$33,590$32,880
25th
$41,000$38,160
Median
$52,380$45,830
75th
$77,780$57,110
90th
$100,450$69,990

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Forest Fire Inspectors and Prevention Specialists2028–2035
Animal Control Workers2028–2035
20242030203520402045

Animal Control Workers has a longer runway before significant displacement, projected 0 years later than Forest Fire Inspectors and Prevention Specialists.

Risk-Adjusted Salary

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

Forest Fire Inspectors and Prevention Specialists

$35,210

from $52,380

Animal Control Workers

$34,492

from $45,830

After adjusting for AI risk, Forest Fire Inspectors and Prevention Specialists offers $718 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Forest

0

Unique to Animal

Combined Protection Strategy

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

Creativity
Decision Complexity
Social Intelligence
Fine Manipulation
Forest Fire Inspectors and Prevention SpecialistsAnimal Control Workers
Find transitions from Forest Fire Inspectors and Prevention SpecialistsFind transitions from Animal Control Workers