Licensing Examiners and Inspectors
Examine, evaluate, and investigate eligibility for, conformity with, or liability under licenses or permits.
AI Impact Summary
Licensing Examiners and Inspectors faces moderate AI displacement risk with a score of 42/100. This occupation has higher AI displacement risk than 76% of all analyzed occupations. Of 12 analyzed tasks, 7 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.
Skill Impact Analysis
6
AI-Vulnerable
7
AI-Resistant
5
AI-Augmented
AI-Vulnerable
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
AI-Resistant
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Education & Training
Percentage of workers at each education and training level
Education Level
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
How AI Impacts Each Task
12 tasks analyzed
Issue licenses to individuals meeting standards.
Collect fees for licenses.
Warn violators of infractions or penalties.
Administer oral, written, road, or flight tests to license applicants.
Visit establishments to verify that valid licenses or permits are displayed and that licensing standards are being upheld.
| Task | AI Capability | Risk | Time % |
|---|---|---|---|
| Issue licenses to individuals meeting standards. | 90 | 85.2% | 5% |
| Collect fees for licenses. | 95 | 87.2% | 3% |
| Warn violators of infractions or penalties. | 35 | 29.0% | 5% |
| Administer oral, written, road, or flight tests to license applicants. | 20 | 23.0% | 15% |
| Visit establishments to verify that valid licenses or permits are displayed and that licensing standards are being upheld. | 55 | 71.2% | 10% |
Protective Factors
Total protective discount: 25.8%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$78,420
per year
Mean Wage
$84,980
per year
Employment
398K
workers
Wage Range
$46,230 - $130,030
10th - 90th pct
Wage Distribution
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