Automation index

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

A list and a standard pairing write fast. Tasting, selling the bottle, and reading the table do not.

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

Task comparison

IS WORK OVER?

21%

AI can already do 21% of this job.

#525 / 743

Sommelier

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
Build the list, sheets and standard pairings. Estimate No public source provides a precise figure. This is our estimate.	20%	40%	+8
Orders, cellar and stock. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Taste, buy and negotiate with the importer. Estimate No public source provides a precise figure. This is our estimate.	20%	12%	+2.4
Table service and suggestive selling. Estimate No public source provides a precise figure. This is our estimate.	16%	10%	+1.6
Train floor staff and handle a wine complaint. Estimate No public source provides a precise figure. This is our estimate.	14%	14%	+2
Events, tastings and house relations. Estimate No public source provides a precise figure. This is our estimate.	14%	16%	+2.2
Total	100%		21%

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