Fire Investigators vs Animal Control Workers AI Risk

Job 1

Job 2

Job 1

Job 2

low risk

Fire Investigators

41 shared · 54 different

core competencies

low risk

Animal Control Workers

Side-by-Side Comparison

Fire Investigators leads 5–0

Metric	Fire Investigators	Animal Control Workers
Risk Score	24.4%	24.7%
Risk Tier	Low Risk	Low Risk
Risk Percentile	18th	19th
Tasks at Risk (>50%)	1 / 14	2 / 15
Median Salary	$78,060	$45,830
Employment	14K	12K

Skill Comparison

Sorted by largest difference

Education and Training

Establishing and Maintaining Interpersonal Relationships

Developing and Building Teams

Identifying Objects, Actions, and Events

Coordinating the Work and Activities of Others

Performing General Physical Activities

Coaching and Developing Others

Getting Information

Handling and Moving Objects

Provide Consultation and Advice to Others

Inspecting Equipment, Structures, or Material

Communicating with Persons Outside Organization

Protective Factors

Higher values indicate stronger protection against AI displacement

Fire Investigators

38%

total discount

Animal Control Workers

34%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Fire Investigators

1 of 14 at risk

85%Prepare and maintain reports of investigation results, and records of convicted arsonists and arson suspects.

49%Analyze evidence and other information to determine probable cause of fire or explosion.

49%Photograph damage and evidence related to causes of fires or explosions to document investigation findings.

47%Conduct internal investigation to determine negligence and violation of laws and regulations by fire department employees.

39%Package collected pieces of evidence in securely closed containers, such as bags, crates, or boxes, to protect them.

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 -$32,230(-41%) vs Fire Investigators

Fire InvestigatorsAnimal Control Workers

10th

$47,580$32,880

25th

$60,700$38,160

Median

$78,060$45,830

75th

$105,390$57,110

90th

$149,870$69,990

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Fire Investigators2028–2035

Animal Control Workers2028–2035

20242030203520402045

Fire Investigators has a longer runway before significant displacement, projected 0 years later than Animal Control Workers.

Risk-Adjusted Salary

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

Fire Investigators

$59,052

from $78,060

Animal Control Workers

$34,492

from $45,830

After adjusting for AI risk, Fire Investigators offers $24,561 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Fire

Unique to Animal

Combined Protection Strategy

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

Creativity

Decision Complexity

Fine Manipulation

Regulatory Barriers

Fire InvestigatorsAnimal Control Workers

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