Automation index
How much of a Insurance claims adjuster’s job can AI already do?
A claim form and some photos come earlier. Valuing the damage on site and closing the claim do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Insurance claims adjuster
29%
AI can already do 29% of this job.
#68 / 623
View rankingInsurance claims adjuster
Where the time goes
Task weights are our estimates based on O*NET frequency data, not time shares published by O*NET.
The time saving for each task is estimated separately.
| Task | Share | AI | Points |
|---|---|---|---|
Read policy, claim form and cover.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
On-site inspection, photos and facts.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
Value damage, parts and write the report.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 48% | +8.6 |
Negotiate with garage, injured party and insurer.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Fraud, recoveries and clash with another adjuster.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Close the file and own the valuation.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 14% | +2.2 |
| Total | 100% | 28% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- adjust claims
- assess damage
- inspect on site
- value repairs
- spot fraud
- negotiate payouts
- write survey reports
- close claims
Sources for this job· O*NET 13-1031.00· ESCO/ISCO 3315
IS WORK OVER?
CNC machinist
24%
#275 / 623
View rankingCNC machinist
Where the time goes
Task weights are our estimates based on O*NET frequency data, not time shares published by O*NET.
The time saving for each task is estimated separately.
| Task | Share | AI | Points |
|---|---|---|---|
Program, simulate and document the cycle.EstimateNo public source provides a precise figure. This is our estimate. | 20% | 45% | +9 |
Work orders, paper metrology and batches.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Set up, set zeros and start.EstimateNo public source provides a precise figure. This is our estimate. | 20% | 14% | +2.8 |
Measure, adjust and not break a tool.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Maintenance, swarf and safety.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 16% | +2.2 |
Talk to engineering when the drawing lies.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 15% | +2.1 |
| Total | 100% | 24% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Program, simulate and document the cycle
- Work orders, paper metrology and batches
- Set up, set zeros and start
- Measure, adjust and not break a tool
- Maintenance, swarf and safety
- Talk to engineering when the drawing lies
- cnc
- operario cnc
- fresador
- tornero cnc
Sources for this job· O*NET 51-4041.00· ESCO/ISCO 7223