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.

#451 / 653

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%

#411 / 653

Family 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
Genogram, the brief and the frame. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Session, the one who speaks for all and the one who stays quiet. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Conflict, the boundary and not taking sides. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The child, the loyalty and not using them as messenger. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
The referral, the risk and calling it in time. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
That they stay, and not taking sides. 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