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Census · Claims & underwriting · occupation code 13-1032

Insurance Appraisers, Auto Damage

Every task in this role, whether it passes the census's structural hand-over screen, which models pass it, and why. It is a screen, not a claim about what AI can do: a task can pass and still be beyond the systems of the day. The stricter and looser rules re-vote every task, and small differences between roles are noise.

Passes the screen · 0 of 7 tasks

No task in this role passes the screen.

Does not pass

  • Estimate parts and labor to repair damage, using standard automotive labor and parts cost manuals and knowledge of automotive repair.

    reason given most often: nobody can tell quickly whether it worked · 18.6% of the role's time · $107M

  • Review repair cost estimates with automobile repair shop to secure agreement on cost of repairs.

    reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 18.4% of the role's time · $106M

  • Examine damaged vehicle to determine extent of structural, body, mechanical, electrical, or interior damage.

    physical work, outside the screen · 17.8% of the role's time · $103M

  • Prepare insurance forms to indicate repair cost estimates and recommendations.

    reason given most often: no existing check settles it · 17.6% of the role's time · $102M · passed by Claude Sonnet · the models disagreed · waiting on a check

  • Evaluate practicality of repair as opposed to payment of market value of vehicle before accident.

    reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 15.0% of the role's time · $86.6M

  • Determine salvage value on total-loss vehicle.

    reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 8.9% of the role's time · $51.4M

  • Arrange to have damage appraised by another appraiser to resolve disagreement with shop on repair cost.

    reason given most often: no existing check settles it · 3.7% of the role's time · $21.3M

Where this role works

IndustryWorkersWage billPasses the screenAll three pass
Insurance Carriers3810$298M$0$0
Agencies, Brokerages, and Other Insurance Related Activities3460$266M$0$0
Automobile Dealers180$11.0M$0$0
Management of Companies and Enterprises30$2.7M$0$0