Licensing Examiners and Inspectors vs Tax Examiners and Collectors, and Revenue Agents AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Licensing Examiners and Inspectors

51 shared · 13 different

core competencies

medium risk

Tax Examiners and Collectors, and Revenue Agents

Side-by-Side Comparison

Licensing Examiners and Inspectors leads 5–0

Metric	Licensing Examiners and Inspectors	Tax Examiners and Collectors, and Revenue Agents
Risk Score	38.1%	43.2%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	75th	88th
Tasks at Risk (>50%)	7 / 12	9 / 15
Median Salary	$78,420	$59,740
Employment	398K	54K

Skill Comparison

Sorted by largest difference

Monitor Processes, Materials, or Surroundings

Establishing and Maintaining Interpersonal Relationships

MathematicsAI-Vulnerable

Provide Consultation and Advice to Others

Customer and Personal Service

Clerical

Organizing, Planning, and Prioritizing Work

Public Safety and Security

Performing for or Working Directly with the Public

MathematicsAI-Vulnerable

Number Facility

Updating and Using Relevant Knowledge

Protective Factors

Higher values indicate stronger protection against AI displacement

Licensing Examiners and Inspectors

32%

total discount

Tax Examiners and Collectors, and Revenue Agents

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Licensing Examiners and Inspectors

7 of 12 at risk

88%Collect fees for licenses.

86%Issue licenses to individuals meeting standards.

85%Report law or regulation violations to appropriate boards or agencies.

70%Prepare correspondence to inform concerned parties of licensing decisions or appeals processes.

69%Prepare reports of activities, evaluations, recommendations, or decisions.

Tax Examiners and Collectors, and Revenue Agents

9 of 15 at risk

88%Check tax forms to verify that names and taxpayer identification numbers are correct, that computations have been performed correctly, or that amounts match those on supporting documentation.

88%Enter tax return information into computers for processing.

88%Send notices to taxpayers when accounts are delinquent.

87%Maintain records for each case, including contacts, telephone numbers, and actions taken.

87%Process individual and corporate income tax returns, and sales and excise tax returns.

Wage Comparison

Tax Examiners and Collectors, and Revenue Agents earns -$18,680(-24%) vs Licensing Examiners and Inspectors

Licensing Examiners and InspectorsTax Examiners and Collectors, and Revenue Agents

10th

$46,230$40,020

25th

$59,130$46,820

Median

$78,420$59,740

75th

$104,800$79,330

90th

$130,030$110,300

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Licensing Examiners and Inspectors2028–2035

Tax Examiners and Collectors, and Revenue Agents2028–2035

20242030203520402045

Licensing Examiners and Inspectors has a longer runway before significant displacement, projected 0 years later than Tax Examiners and Collectors, and Revenue Agents.

Risk-Adjusted Salary

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

Licensing Examiners and Inspectors

$48,573

from $78,420

Tax Examiners and Collectors, and Revenue Agents

$33,938

from $59,740

After adjusting for AI risk, Licensing Examiners and Inspectors offers $14,635 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Licensing

Unique to Tax

Combined Protection Strategy

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

Fine Manipulation

Regulatory Barriers

Creativity

Social Intelligence

Licensing Examiners and InspectorsTax Examiners and Collectors, and Revenue Agents

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