Automation index

How much of a Emergency physician’s job can AI already do?

Triage and a protocol come earlier. Deciding in five minutes and telling the family do not.

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

Task comparison

IS WORK OVER?

20%

AI can already do 20% of this job.

#456 / 633

Emergency physician

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 vitals, ECG and shock protocols. Estimate No public source provides a precise figure. This is our estimate.	16%	32%	+5.1
Assess, stabilise and prioritise beds. Estimate No public source provides a precise figure. This is our estimate.	22%	10%	+2.2
Procedures: line, suture, CPR. Estimate No public source provides a precise figure. This is our estimate.	16%	18%	+2.9
Brief family and negotiate doubtful discharges. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Notes, consults and ward admissions. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Shift, team and not leaving anyone in the corridor. Estimate No public source provides a precise figure. This is our estimate.	14%	12%	+1.7
Total	100%		20%

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

IS WORK OVER?

28%

#79 / 633

Logistics analyst

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
Costs, OTIF and the dashboard. Estimate No public source provides a precise figure. This is our estimate.	18%	52%	+9.4
Simulate network, warehouses and the what-if. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Ops, dirty data and going down to the dock. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Report, the board and the cut that hurts. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The haulier, the contract and not breaking the service. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
A real saving, and not dressing OTIF. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Total	100%		28%

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