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?
Cloud architect
28%
#82 / 623
View rankingCloud architect
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 |
|---|---|---|---|
Diagrams, ADRs and a first IaC pass.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 48% | +10.6 |
Cost estimate, Well-Architected and gaps.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 40% | +7.2 |
Review PRs, security and network.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 20% | +3.2 |
Align with security, finops and product.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 15% | +2.4 |
PoCs, real failures and vendor limits.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 18% | +2.5 |
Sign the design and own the incident.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 14% | +2 |
| Total | 100% | 28% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- building plans
- renders
- sign a project
- Diagrams, ADRs and a first IaC pass
- Cost estimate, Well-Architected and gaps
- Review PRs, security and network
- Align with security, finops and product
- PoCs, real failures and vendor limits
- Sign the design and own the incident
- arquitecto cloud
Sources for this job· O*NET 15-1243.01· ESCO/ISCO 2511