Somewhat Resilient

Last Update: 10/7/2026

AI Resilience Score for Claims Adjusters:

46.0%

Median Score

Meaningful human contribution

Low

Long-term employer demand

Med

Sustained economic opportunity

Med

Our confidence in this score:
Medium-high

Methodology and Scoring Rationale

To score how resilient claims adjusting is to AI, we ask one question in three parts:

First, how much of the job still needs a human, read from five AI-exposure sources: our own AI Resilience Model, Anthropic's Observed Exposure, Microsoft's AI Applicability, Will Robots Take My Job, and OpenAI Signals. We call this dimension Meaningful Human Contribution (MHC) and weight it at 40%.

Next, whether employers will keep hiring for this job over the long term. This dimension, which we call Long-term Employer Demand (LTE), is calculated from BLS data and weighted at 30%.

Last, whether pay and mobility will hold up. We use wage bill and adaptive capacity data from independent researchers (Althoff & Reichardt, 2026; Manning & Aguirre, 2026). We call this dimension Sustained Economic Opportunity (SEO) and weight it at 30%.

For claims adjusting, all eight sources had data, and most agreed: AI Resilience Model, Microsoft, Will Robots Take My Job, and OpenAI Signals all rated AI exposure as low for resilience, meaning AI can handle much of this work. Anthropic was the lone outlier at medium. Steady demand and pay kept the score from falling further, landing claims adjusters at "Somewhat Resilient."

AI Resilience Report forClaims Adjusters, Examiners, and Investigators

$78,000 median salary•20,900 annual openings•SOC Code: 13-1031.00

Claims Adjusters, Examiners, and Investigators are somewhat less resilient to AI impacts than most occupations, according to our analysis of 8 sources.

Claims adjusting is "Somewhat Resilient" because AI is already handling a big chunk of the routine work (like data entry, document sorting, and simple claim processing), which means fewer entry-level jobs and a real shift in what adjusters spend their time doing. The good news is that complicated claims involving injuries, legal disputes, or upset policyholders still need a real human being, because people want to talk to someone who actually understands what they are going through.

Learn more about how you can thrive in this position

This role is somewhat resilient

Claims adjusting is "Somewhat Resilient" because AI is already handling a big chunk of the routine work (like data entry, document sorting, and simple claim processing), which means fewer entry-level jobs and a real shift in what adjusters spend their time doing. The good news is that complicated claims involving injuries, legal disputes, or upset policyholders still need a real human being, because people want to talk to someone who actually understands what they are going through.

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Analysis of current AI resilience

Claims Adjusters

Updated quarterly

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Latest AI news for Claims Adjusters

These articles highlight the evolving role of AI in claims adjusting, emphasizing both challenges and opportunities. As AI improves efficiency, such as processing large documents quickly, adjusters can enhance productivity and focus on complex cases. However, concerns about job displacement exist, with a moderate risk of automation. Understanding these dynamics will help students adapt and thrive, as the demand for personalized service remains crucial in the industry. Embracing AI as a tool can lead to a more resilient and effective career in claims adjusting.

More Career Info

Career: Claims Adjusters, Examiners, and Investigators

They review insurance claims to decide if they should be approved or denied, ensuring everything is fair and accurate.

Employment & Wage Data

Median Wage

$78,000

Jobs (2025)

376,100

Growth (2025-35)

-5.5%

Annual Openings

20,900

Education

High school diploma or equivalent

Experience

None

Source: Bureau of Labor Statistics, Employment Projections 2025-2035

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

88% ResilienceCore Task

Attend mediations or trials.

2

78% ResilienceCore Task

Confer with legal counsel on claims requiring litigation.

3

72% ResilienceCore Task

Resolve complex, severe exposure claims, using high service oriented file handling.

4

70% ResilienceCore Task

Present cases and participate in their discussion at claim committee meetings.

5

68% ResilienceSupplemental

Supervise claims adjusters to ensure that adjusters have followed proper methods.

6

67% ResilienceSupplemental

Negotiate claim settlements or recommend litigation when settlement cannot be negotiated.

7

65% ResilienceCore Task

Investigate, evaluate, and settle claims, applying technical knowledge and human relations skills to effect fair and prompt disposal of cases and to contribute to a reduced loss ratio.

Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

The AI Resilience Report is a project from CareerVillage.org®, a registered 501(c)(3) nonprofit.

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