Automation index

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

A worksheet and a support note come earlier. Sitting with the one who is stuck does not.

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

Task comparison

IS WORK OVER?

20%

AI can already do 20% of this job.

#442 / 633

Teaching assistant

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
Prepare materials and adaptations. Estimate No public source provides a precise figure. This is our estimate.	16%	32%	+5.1
Support in class, playground and dining hall. Estimate No public source provides a precise figure. This is our estimate.	22%	10%	+2.2
Accompany SEN and small mediation. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Notes to the teacher and incident log. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Stock, copies and classroom order. Estimate No public source provides a precise figure. This is our estimate.	16%	16%	+2.6
Not labelling and not leaving a child alone. Estimate No public source provides a precise figure. This is our estimate.	14%	14%	+2
Total	100%		20%

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

IS WORK OVER?

27%

#138 / 633

Category manager

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
Assortment, prices and the shelf. Estimate No public source provides a precise figure. This is our estimate.	18%	48%	+8.6
Supplier, the negotiation and the one that will not list. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Promo, the calendar and the one that clashes. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Data, margin and not killing the category. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Own-label, the clash and not hiding it. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
That the category wins. 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