Fish and Game Wardens vs Police Identification and Records Officers AI Risk

Job 1

Job 2

Job 1

Job 2

low risk

Fish and Game Wardens

55 shared · 28 different

core competencies

medium risk

Police Identification and Records Officers

Side-by-Side Comparison

Fish and Game Wardens leads 4–1

Metric	Fish and Game Wardens	Police Identification and Records Officers
Risk Score	22.4%	32.8%
Risk Tier	Low Risk	Medium Risk
Risk Percentile	12th	56th
Tasks at Risk (>50%)	3 / 15	5 / 15
Median Salary	$68,180	$93,580
Employment	6K	111K

Skill Comparison

Sorted by largest difference

Performing for or Working Directly with the Public

Biology

Thinking Creatively

Operating Vehicles, Mechanized Devices, or Equipment

Scheduling Work and Activities

Performing General Physical Activities

Developing Objectives and Strategies

Public Safety and Security

Psychology

Establishing and Maintaining Interpersonal Relationships

Sociology and Anthropology

Handling and Moving Objects

Protective Factors

Higher values indicate stronger protection against AI displacement

Fish and Game Wardens

36%

total discount

Police Identification and Records Officers

33%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Fish and Game Wardens

3 of 15 at risk

84%Survey areas and compile figures of bag counts of hunters to determine the effectiveness of control measures.

78%Arrange for disposition of fish or game illegally taken or possessed.

51%Recommend revisions in hunting and trapping regulations or in animal management programs so that wildlife balances or habitats can be maintained.

47%Compile and present evidence for court actions.

39%Investigate hunting accidents or reports of fish or game law violations.

Police Identification and Records Officers

5 of 15 at risk

88%Identify, compare, classify, and file fingerprints, using systems such as Automated Fingerprint Identification System (AFIS) or the Henry Classification System.

86%Maintain records of evidence and write and review reports.

86%Create sketches and diagrams by hand or with computer software to depict crime scenes.

78%Submit evidence to supervisors, crime labs, or court officials for legal proceedings.

61%Process film and prints from crime or accident scenes.

Wage Comparison

Police Identification and Records Officers earns +$25,400(+37%) vs Fish and Game Wardens

Fish and Game WardensPolice Identification and Records Officers

10th

$35,670$54,160

25th

$53,260$68,390

Median

$68,180$93,580

75th

$82,100$120,080

90th

$94,470$159,410

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Fish and Game Wardens2028–2035

Police Identification and Records Officers2028–2035

20242030203520402045

Fish and Game Wardens has a longer runway before significant displacement, projected 0 years later than Police Identification and Records Officers.

Risk-Adjusted Salary

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

Fish and Game Wardens

$52,880

from $68,180

Police Identification and Records Officers

$62,848

from $93,580

After adjusting for AI risk, Police Identification and Records Officers offers $9,968 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Fish

Unique to Police

Combined Protection Strategy

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

Social Intelligence

Creativity

Fine Manipulation

Regulatory Barriers

Fish and Game WardensPolice Identification and Records Officers

Find transitions from Fish and Game Wardens Find transitions from Police Identification and Records Officers