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
| Industry | Workers | Wage bill | Passes the screen | All three pass |
|---|---|---|---|---|
| Insurance Carriers | 3810 | $298M | $0 | $0 |
| Agencies, Brokerages, and Other Insurance Related Activities | 3460 | $266M | $0 | $0 |
| Automobile Dealers | 180 | $11.0M | $0 | $0 |
| Management of Companies and Enterprises | 30 | $2.7M | $0 | $0 |