Automation index

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

A cardiopulmonary test comes earlier. Clearing the return to play and not losing the season do not.

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

Task comparison

IS WORK OVER?

23%

AI can already do 23% of this job.

#305 / 633

Sports 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
CPET, labs and load. Estimate No public source provides a precise figure. This is our estimate.	16%	48%	+7.7
Injury, exam and the yes or no to training. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
Rehab, injections and the club note. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Anti-doping, certificates and the yearly check. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
The bench, the match and the twisted ankle. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Club pressure and signing return to play. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Total	100%		23%

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

IS WORK OVER?

27%

#186 / 633

Dairy technician

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
Count, pH and milk intake. Estimate No public source provides a precise figure. This is our estimate.	18%	48%	+8.6
Pasteurise, the batch and the one that splits. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Cultures, yoghurt or cheese and the recipe. Estimate No public source provides a precise figure. This is our estimate.	16%	36%	+5.8
CIP, quality and the health report. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The farmer, the tank and not mixing the sour. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
That it pasteurises, and not splitting the batch. Estimate No 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