Automation index

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

A model and a mapped outbreak come earlier. Calling the measure and getting people to follow it do not.

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

Task comparison

IS WORK OVER?

31%

AI can already do 31% of this job.

#34 / 653

Epidemiologist

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
Surveillance, rates and the outbreak on the map. Estimate No public source provides a precise figure. This is our estimate.	18%	52%	+9.4
Studies, bias and the report for public health. Estimate No public source provides a precise figure. This is our estimate.	16%	48%	+7.7
Surveys, contacts and the case interview. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Committee, the unpopular measure and the press. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
Field, the care-home outbreak and dirty data. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Judgement, uncertainty and signing the alert. Estimate No public source provides a precise figure. This is our estimate.	16%	14%	+2.2
Total	100%		31%

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

IS WORK OVER?

19%

#561 / 653

IVF laboratory 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
Diary, the retrieval and the count. Estimate No public source provides a precise figure. This is our estimate.	16%	32%	+5.1
Capacitation, the sample and the one that is not there. Estimate No public source provides a precise figure. This is our estimate.	22%	8%	+1.8
Identify, the double check and not crossing. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Cryopreserve, the tank and the one that is lost. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The embryologist, the rush and not rushing a tube. Estimate No public source provides a precise figure. This is our estimate.	16%	18%	+2.9
Not crossing couples. Ever. Estimate No public source provides a precise figure. This is our estimate.	14%	12%	+1.7
Total	100%		19%

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