Automation index

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

A time-lapse comes earlier. Picking the embryo without mixing the file do not.

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

Task comparison

IS WORK OVER?

19%

AI can already do 19% of this job.

#587 / 743

Embryologist

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
Retrieval, oocytes and the culture. Estimate No public source provides a precise figure. This is our estimate.	16%	32%	+5.1
ICSI, the sperm and the one that will not fertilise. Estimate No public source provides a precise figure. This is our estimate.	22%	8%	+1.8
Time-lapse, the grade and picking. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Transfer, the catheter and not losing the embryo. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The file, the double check and not mixing couples. Estimate No public source provides a precise figure. This is our estimate.	16%	18%	+2.9
Pick it, and not mixing the file. 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

IS WORK OVER?

22%

#386 / 743

Control engineer

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
PID, tune and the model. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Plant, the swing and the one that runs away. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Mode, manual and not leaving it for ever. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Alarm, the interlock and not silencing it. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Operations, the recipe and not changing blind. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
That it does not swing, and not leaving manual for ever. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Total	100%		22%

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