Insurance Claims and Policy Processing Clerks

Most exposed tasks

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

• Post or attach information to claim file.85
• Transcribe data to worksheets, and enter data into computer for use in preparing documents and adjusting accounts.85
• Organize or work with detailed office or warehouse records, using computers to enter, access, search or retrieve data.82

Augmentable tasks

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

• Review insurance policy to determine coverage.65
• Compare information from application to criteria for policy reinstatement, and approve reinstatement when criteria are met.65
• Pay small claims.60

Most durable tasks

No task is classified durable in this release. The lowest-exposure task relative to this role is shown in the free snapshot above.

Task exposure values and classifications are published, versioned estimates audited against the anchored rubric. This page reads them from the data release rather than generating them at request time. Bars show exposure contribution relative to this role’s task mix.

What this means

A score of 67 puts Insurance Claims and Policy Processing Clerks in the most-exposed quarter of analyzed occupations. In practice, exposure this high is about the mix: 11 of 20 analyzed tasks lean automatable, 9 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.

Lower-exposure adjacent roles

Shown only when the target is at least 10 points lower under the same score version and skill overlap is at least 50%. These are adjacent roles with lower task exposure — not guaranteed “safe careers”.

Labor-market context

• $49,230median wage
• 214,260employed
• 20,300annual openings
• -3.7%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.

• Credit Authorizers, Checkers, and Clerks 61
• Billing and Posting Clerks 58
• Customer Service Representative 56
• Bookkeeping, Accounting, and Auditing Clerks 67
• Correspondence Clerks 61
• Office Clerks, General 52

How this score was calculated

FAQ — Insurance Claims and Policy Processing Clerks

Will AI replace Insurance Claims and Policy Processing Clerks?

This score cannot predict whether this occupation or any individual job will be replaced. It shows which tasks current and near-term AI can perform or accelerate, which tasks remain more durable, and where a worker can adapt. Employer decisions, demand, regulation, and how the role changes are outside the score.

What does a score of 67 mean for a Insurance Claims and Policy Processing Clerks?

It means that, weighted across the 20 tasks we analyzed for this role, the task mix sits at 67 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: Post or attach information to claim file; Transcribe data to worksheets, and enter data into computer for use in preparing documents and adjusting accounts; Organize or work with detailed office or warehouse records, using computers to enter, access, search or retrieve data. Exposure comes from the published, rubric-scored data release rather than being generated when you open this page.

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.