Automation index

How much of a Risk manager’s job can AI already do?

A risk map and a VaR come earlier. Stopping a product and convincing the committee do not.

This percentage does not predict how many people will lose their jobs.

Task comparison

IS WORK OVER?

29%

AI can already do 29% of this job.

#60 / 623

Risk manager

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
Maps, models and risk reporting. Estimate No public source provides a precise figure. This is our estimate.	22%	52%	+11.4
Policies, limits and stress tests. Estimate No public source provides a precise figure. This is our estimate.	18%	45%	+8.1
Escalate an incident and talk to desks. Estimate No public source provides a precise figure. This is our estimate.	16%	18%	+2.9
Committee, exceptions and negotiation. Estimate No public source provides a precise figure. This is our estimate.	16%	15%	+2.4
Data quality and model assumptions. Estimate No public source provides a precise figure. This is our estimate.	14%	16%	+2.2
Stop the risk and sign the opinion. Estimate No public source provides a precise figure. This is our estimate.	14%	14%	+2
Total	100%		29%

Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low

IS WORK OVER?

23%

#297 / 623

Haematologist

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 blood counts, smears and marrow studies. Estimate No public source provides a precise figure. This is our estimate.	16%	48%	+7.7
Clinic, examination and the plan with the patient. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
Order chemo, anticoagulants and transfusion support. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Procedures: marrow, apheresis and venous access. Estimate No public source provides a precise figure. This is our estimate.	18%	12%	+2.2
Tumour board, consults and the ward day. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
On-call, haematology emergency and signing the treatment. Estimate No public source provides a precise figure. This is our estimate.	16%	14%	+2.2
Total	100%		23%

Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low