7 /10
High AI exposure Rank #104 of 493

Business & Financial

Claims adjusters, appraisers, examiners, and investigators

AI Displacement Score: 7/10 - High AI exposure

Workers

365,300

Median Pay

$76,790

Job Outlook

-5%

Key Finding

Claims adjusters, appraisers, examiners, and investigators face high ai exposure AI displacement risk, scoring 7/10 on the JobHunter AI Displacement Index (global average: 5.7/10). There are approximately 365,300 workers in this role in the US, earning a median of $76,790.

Source: JobHunter AI Displacement Index - 342 occupations analyzed using Karpathy's research framework

What does 7/10 mean?

0 - AI-proof Global avg: 5.7 10 - Fully exposed

Claims adjusters, appraisers, examiners, and investigators scored 7/10 across 342 occupations analyzed using Karpathy's AI displacement research framework. The global average is 5.7/10. This role is near the global average.

Similar Roles

Credit counselors 7/10 Fundraisers 7/10 Human resources specialists 7/10 Labor relations specialists 7/10 Logisticians 7/10 Management analysts 7/10

Business & Financial - All Scores

Financial analysts 9/10
Insurance underwriters 9/10
Market research analysts 9/10
Accountants and auditors 8/10
Budget analysts 8/10
Compensation, benefits, and job analysis specialists 8/10
Compliance officers 8/10
Cost estimators 8/10

Frequently Asked Questions

Will AI replace claims adjusters, appraisers, examiners, and investigators?
Claims adjusters, appraisers, examiners, and investigators scored 7/10 on AI displacement risk (global average: 5.7). This means high ai exposure risk of significant AI disruption. Rather than full replacement, most roles at this level see task automation - certain parts of the job get absorbed by AI while new responsibilities emerge.
What is the AI displacement score for claims adjusters, appraisers, examiners, and investigators?
The AI displacement score for Claims adjusters, appraisers, examiners, and investigators is 7 out of 10, based on analysis of 342 occupations using Karpathy's research framework. The global average is 5.7/10. Similar roles score: Credit counselors (7/10), Fundraisers (7/10), Human resources specialists (7/10).
How many claims adjusters, appraisers, examiners, and investigators are there in the US?
There are approximately 365,300 claims adjusters, appraisers, examiners, and investigators in the United States, with a median pay of $76,790 and a projected job outlook of -5%.
What should claims adjusters, appraisers, examiners, and investigators do about AI?
With a score of 7/10, claims adjusters, appraisers, examiners, and investigators should focus on skills AI can't easily replicate: complex judgment, relationship building, creative problem-solving, and physical-world interaction. Learning to use AI tools as leverage (not competition) is the highest-ROI move.

What AI can already do in this role

  • Handle routine scheduling, documentation, and follow-ups
  • Analyze data patterns faster than manual review
  • Generate first drafts of reports and communications

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