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?

19%

#507 / 633

Speech therapist

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
Reports, session plans and materials. Estimate No public source provides a precise figure. This is our estimate.	18%	35%	+6.3
Standardised assessments and records. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
In-person therapy of speech, voice or swallow. Estimate No public source provides a precise figure. This is our estimate.	22%	8%	+1.8
Guide family and school. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Coordinate with doctor, ENT and teachers. Estimate No public source provides a precise figure. This is our estimate.	14%	14%	+2
Adjust the plan when the patient stalls. Estimate No public source provides a precise figure. This is our estimate.	14%	16%	+2.2
Total	100%		19%

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