Claims Adjusters, Examiners, and Investigators

Most exposed tasks

Highest structured exposure values in this role’s task mix — the work AI systems can already do most of.

• Enter claim payments, reserves and new claims on computer system, inputting concise yet sufficient file documentation.98
• Maintain claim files, such as records of settled claims and an inventory of claims requiring detailed analysis.95
• Review police reports, medical treatment records, medical bills, or physical property damage to determine the extent of liability.90

Augmentable tasks

Work where AI assists rather than replaces — the productivity frontier of this role.

• Interview or correspond with agents and claimants to correct errors or omissions and to investigate questionable claims.59
• Refer questionable claims to investigator or claims adjuster for investigation or settlement.58
• Examine claims investigated by insurance adjusters, further investigating questionable claims to determine whether to authorize payments.56

Most durable tasks

Lowest exposure — typically judgment, relationships, physical presence, or accountability. This is the human moat.

The current data release does not distinguish durable tasks for this role.

Task exposure values and classifications come from the versioned data release — they are structured data, not model output. Bars show exposure contribution relative to this role’s task mix.

What this means

A score of 74 puts Claims Adjusters, Examiners, and Investigators in the most-exposed quarter of analyzed occupations. In practice, exposure this high is about the mix: 17 of 20 analyzed tasks lean automatable, 3 augmentable, and 0 durable. The useful question isn’t “will AI take this job” — it’s which tasks go first, which get faster, and where to reposition time. That’s what the personalized report maps against your actual week.

One next move: audit how much of your week sits in the exposed tasks above — then shift time toward the durable set or investigate the adjacent roles below.

Lower-exposure adjacent roles

No adjacent role in the current data release is at least 10 points lower with ≥50% skill overlap — we don’t label anything “safer” unless the data supports it.

Labor-market context

• $78,000median wage
• 324,230employed
• 21,100annual openings
• -5.1%projected growth

Context only — labor statistics are not inputs to the exposure score. See methodology.

Related roles

Adjacent by skills or family — no exposure claim implied.

• Insurance Claims and Policy Processing Clerks 90
• Eligibility Interviewers, Government Programs 83
• Credit Authorizers, Checkers, and Clerks 92
• Tax Examiners and Collectors, and Revenue Agents 81
• Customer Service Representative 75
• Fraud Examiners, Investigators and Analysts 60

FAQ — Claims Adjusters, Examiners, and Investigators

What does a score of 74 mean for a Claims Adjusters, Examiners, and Investigators?

It means that, weighted across the 20 tasks we analyzed for this role, the task mix sits at 74 on a 0–100 exposure scale — in the most-exposed quarter of analyzed occupations. It measures task exposure to current and near-term AI capabilities, not the probability of losing a job.

Which tasks in this role are most exposed to AI?

The highest-exposure tasks are: Enter claim payments, reserves and new claims on computer system, inputting concise yet sufficient file documentation; Maintain claim files, such as records of settled claims and an inventory of claims requiring detailed analysis; Review police reports, medical treatment records, medical bills, or physical property damage to determine the extent of liability. Exposure is scored per task from structured data, not generated by a language model.

Which parts of this job are most durable?

The current data release does not distinguish durable tasks for this role.

Is this score personalized to me?

No — this page shows the occupation-level baseline. Two people with the same title often do different work. The $9 personalized report recalculates the score from the tasks you actually do and builds a concrete 7/30/90-day plan around them.