Takeover Tracker
38%medium risk
Licensing Examiners and Inspectors
vs

48 shared · 12 different

core competencies

43%medium risk
Paralegals and Legal Assistants

Side-by-Side Comparison

MetricLicensing Examiners and InspectorsParalegals and Legal Assistants
Risk Score38.1%43.0%
Risk TierMedium RiskMedium Risk
Risk Percentile75th88th
Tasks at Risk (>50%)7 / 127 / 13
Median Salary$78,420$61,010
Employment398K367K

Skill Comparison

|

Sorted by largest difference

Clerical
Performing for or Working Directly with the Public
Public Safety and Security
Provide Consultation and Advice to Others
Organizing, Planning, and Prioritizing Work
Performing Administrative Activities
Updating and Using Relevant Knowledge
Monitor Processes, Materials, or Surroundings
Communicating with Supervisors, Peers, or Subordinates
Inspecting Equipment, Structures, or Material
Social PerceptivenessAI-Resistant
Judgment and Decision MakingAI-Augmented

Protective Factors

Higher values indicate stronger protection against AI displacement

Licensing Examiners and Inspectors

32%

total discount

Paralegals and Legal Assistants

27%

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.

Paralegals and Legal Assistants

7 of 13 at risk
88%Keep and monitor legal volumes to ensure that law library is up-to-date.
86%Prepare, edit, or review legal documents, including legislation, briefs, pleadings, appeals, wills, contracts, and real estate closing statements.
84%Prepare for trial by performing tasks such as organizing exhibits.
78%File pleadings with court clerk.
71%Prepare legal documents, including briefs, pleadings, appeals, wills, contracts, and real estate closing statements.

Wage Comparison

Paralegals and Legal Assistants earns -$17,410(-22%) vs Licensing Examiners and Inspectors
Licensing Examiners and InspectorsParalegals and Legal Assistants
10th
$46,230$39,710
25th
$59,130$48,190
Median
$78,420$61,010
75th
$104,800$78,280
90th
$130,030$98,990

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Licensing Examiners and Inspectors2028–2035
Paralegals and Legal Assistants2028–2035
20242030203520402045

Licensing Examiners and Inspectors has a longer runway before significant displacement, projected 0 years later than Paralegals and Legal Assistants.

Risk-Adjusted Salary

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

Licensing Examiners and Inspectors

$48,573

from $78,420

Paralegals and Legal Assistants

$34,757

from $61,010

After adjusting for AI risk, Licensing Examiners and Inspectors offers $13,816 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Licensing

0

Unique to Paralegals

Combined Protection Strategy

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

Fine Manipulation
Social Intelligence
Decision Complexity
Regulatory Barriers
Licensing Examiners and InspectorsParalegals and Legal Assistants
Find transitions from Licensing Examiners and InspectorsFind transitions from Paralegals and Legal Assistants