Automation index
How much of a Actuary’s job can AI already do?
Running a model and a reserving report is shorter. Signing the assumptions and answering the supervisor is not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Actuary
32%
AI can already do 32% of this job.
#25 / 623
View rankingActuary
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 |
|---|---|---|---|
Run models, reserves and sensitivities.EstimateNo public source provides a precise figure. This is our estimate. | 24% | 55% | +13.2 |
Draft technical reports and memos.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 48% | +8.6 |
Choose assumptions, tables and criteria.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Explain to the board and the supervisor.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 15% | +2.4 |
Validate data quality and bias.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 12% | +1.7 |
Signed opinion and professional liability.EstimateNo public source provides a precise figure. This is our estimate. | 12% | 18% | +2.2 |
| Total | 100% | 32% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Run models, reserves and sensitivities
- Draft technical reports and memos
- Choose assumptions, tables and criteria
- Explain to the board and the supervisor
- Validate data quality and bias
- Signed opinion and professional liability
- actuario
- actuary
Sources for this job· O*NET 15-2011.00· ESCO/ISCO 2120
IS WORK OVER?
Category manager
27%
#138 / 623
View rankingCategory manager
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 |
|---|---|---|---|
Assortment, prices and the shelf.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 48% | +8.6 |
Supplier, the negotiation and the one that will not list.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Promo, the calendar and the one that clashes.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Data, margin and not killing the category.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Own-label, the clash and not hiding it.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
That the category wins.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
| Total | 100% | 27% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- assortment
- supplier negotiation
- category margin
- promos
- own-label
- the shelf
- calendar
- listings
Sources for this job· O*NET 11-2022.00· ESCO/ISCO 1221