Automation index

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

A plant balance and HACCP come earlier. Reformulating so it still tastes like food do not.

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

Task comparison

IS WORK OVER?

27%

AI can already do 27% of this job.

#158 / 633

Food 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
Process, balances and shelf life. Estimate No public source provides a precise figure. This is our estimate.	18%	48%	+8.6
Plant, pasteurise and the batch that will not set. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
HACCP, labelling and the rules. Estimate No public source provides a precise figure. This is our estimate.	16%	36%	+5.8
Reformulate, costs and the ingredient supplier. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Taste, marketing and not lying on the pack. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
That it tastes like food, and not shipping the bad 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

IS WORK OVER?

20%

#455 / 633

Intensivist

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
Protocols, scores and the on-call plan. Estimate No public source provides a precise figure. This is our estimate.	16%	36%	+5.8
Airway, vasopressors and the patient who crashes. Estimate No public source provides a precise figure. This is our estimate.	22%	8%	+1.8
Ventilation, balances and taking the tube out. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Bedside ultrasound and ICU procedures. Estimate No public source provides a precise figure. This is our estimate.	16%	18%	+2.9
Family, limits and the yes or no to admission. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
On-call, the error and owning the bed. Estimate No public source provides a precise figure. This is our estimate.	14%	10%	+1.4
Total	100%		20%

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