Forest and Conservation Workers vs Animal Control Workers AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Forest and Conservation Workers

61 shared · 27 different

core competencies

low risk

Animal Control Workers

Side-by-Side Comparison

Animal Control Workers leads 5–0

Metric	Forest and Conservation Workers	Animal Control Workers
Risk Score	26.2%	24.7%
Risk Tier	Medium Risk	Low Risk
Risk Percentile	22th	19th
Tasks at Risk (>50%)	5 / 15	2 / 15
Median Salary	$43,680	$45,830
Employment	6K	12K

Skill Comparison

Sorted by largest difference

Customer and Personal Service

Geography

Organizing, Planning, and Prioritizing Work

Repairing and Maintaining Mechanical Equipment

Establishing and Maintaining Interpersonal Relationships

MathematicsAI-Vulnerable

Controlling Machines and Processes

Education and Training

Thinking Creatively

Coordinating the Work and Activities of Others

Law and Government

Training and Teaching Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Forest and Conservation Workers

32%

total discount

Animal Control Workers

34%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Forest and Conservation Workers

5 of 15 at risk

86%Create field maps using geographic information systems technology.

86%Maintain tallies of trees examined and counted during tree marking or measuring efforts.

57%Sort tree seedlings, discarding substandard seedlings, according to standard charts or verbal instructions.

53%Spray or inject vegetation with insecticides to kill insects or to protect against disease or with herbicides to reduce competing vegetation.

51%Sow or harvest cover crops, such as alfalfa.

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 +$2,150(+5%) vs Forest and Conservation Workers

Forest and Conservation WorkersAnimal Control Workers

10th

$33,050$32,880

25th

$36,400$38,160

Median

$43,680$45,830

75th

$45,200$57,110

90th

$54,190$69,990

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Forest and Conservation Workers2028–2035

Animal Control Workers2028–2035

20242030203520402045

Animal Control Workers has a longer runway before significant displacement, projected 0 years later than Forest and Conservation Workers.

Risk-Adjusted Salary

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

Forest and Conservation Workers

$32,253

from $43,680

Animal Control Workers

$34,492

from $45,830

After adjusting for AI risk, Animal Control Workers offers $2,238 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Forest

Unique to Animal

Combined Protection Strategy

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

Regulatory Barriers

Social Intelligence

Fine Manipulation

Creativity

Forest and Conservation WorkersAnimal Control Workers

Find transitions from Forest and Conservation Workers Find transitions from Animal Control Workers