Automation index
Can AI do the work of a Actuary?
Running a model and a reserving report is shorter. Signing the assumptions and answering the supervisor is not.
It also does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Actuary
32%
AI or a robot can already do 32% of this job.
#24 / 103
View rankingActuary
Where the time goes
Score = Σ (weight × saving). Weight is our estimate from frequency, not a time share published by O*NET. Saving is separate.
Weights are our estimate from O*NET frequency (FT). O*NET does not publish % of the week.
| Task | Share | AI | Adds |
|---|---|---|---|
Run models, reserves and sensitivities.EstimateNo public source pins this saving. It is an estimate of the method. | 24% | 55% | +13.2 |
Draft technical reports and memos.EstimateNo public source pins this saving. It is an estimate of the method. | 18% | 48% | +8.6 |
Choose assumptions, tables and criteria.EstimateNo public source pins this saving. It is an estimate of the method. | 16% | 22% | +3.5 |
Explain to the board and the supervisor.EstimateNo public source pins this saving. It is an estimate of the method. | 16% | 15% | +2.4 |
Validate data quality and bias.EstimateNo public source pins this saving. It is an estimate of the method. | 14% | 12% | +1.7 |
Signed opinion and professional liability.EstimateNo public source pins this saving. It is an estimate of the method. | 12% | 18% | +2.2 |
| Total | 100% | 32% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- 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?
Radiologist
31%
#31 / 103
View rankingRadiologist
Where the time goes
Score = Σ (weight × saving). Weight is our estimate from frequency, not a time share published by O*NET. Saving is separate.
Weights are our estimate from O*NET frequency (FT). O*NET does not publish % of the week.
| Task | Share | AI | Adds |
|---|---|---|---|
Prepare comprehensive interpretive reports of findings.EstimateNo public source pins this saving. It is an estimate of the method. | 12% | 55% | +6.6 |
Perform or interpret the outcomes of diagnostic imaging procedures including magnetic resonance imaging (MRI), computer tomography (CT), positron emission tomography (PET), nuclear cardiology treadmill studies, mammography, or ultrasound.EstimateNo public source pins this saving. It is an estimate of the method. | 11% | 28% | +3.1 |
Review or transmit images and information using picture archiving or communications systems.EstimateNo public source pins this saving. It is an estimate of the method. | 11% | 28% | +3.1 |
Obtain patients' histories from electronic records, patient interviews, dictated reports, or by communicating with referring clinicians.EstimateNo public source pins this saving. It is an estimate of the method. | 11% | 12% | +1.3 |
Document the performance, interpretation, or outcomes of all procedures performed.EstimateNo public source pins this saving. It is an estimate of the method. | 8% | 55% | +4.4 |
Communicate examination results or diagnostic information to referring physicians, patients, or families.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 12% | +0.8 |
Develop or monitor procedures to ensure adequate quality control of images.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 28% | +2 |
Confer with medical professionals regarding image-based diagnoses.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 28% | +1.7 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source pins this saving. It is an estimate of the method. | 27% | 28% | +7.6 |
| Total | 100% | 31% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- manage research data
- operate open source software
- demonstrate disciplinary expertise
- think abstractly
- manage personal professional development
- perform project management
- synthesise information
- develop own practices continuously
- conduct project management
- manage projects
Sources for this job· O*NET 29-1224.00· ESCO/ISCO 2212