Automation index

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

An A/B test and a funnel report come earlier. Picking this week’s bet and fighting for budget do not.

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

Task comparison

IS WORK OVER?

31%

AI can already do 31% of this job.

#35 / 623

Growth 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
Analytics, funnels and growth dashboards. Estimate No public source provides a precise figure. This is our estimate.	22%	52%	+11.4
Copy, creatives and test variants. Estimate No public source provides a precise figure. This is our estimate.	18%	48%	+8.6
Design experiments and read causality. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Align product, marketing and sales. Estimate No public source provides a precise figure. This is our estimate.	16%	15%	+2.4
Ads budget and internal negotiation. Estimate No public source provides a precise figure. This is our estimate.	14%	18%	+2.5
Decide what dies and what scales. Estimate No public source provides a precise figure. This is our estimate.	14%	16%	+2.2
Total	100%		31%

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

IS WORK OVER?

19%

#470 / 623

Potter

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
Clay, wheel and centring. Estimate No public source provides a precise figure. This is our estimate.	16%	32%	+5.1
Pull, turn and the one that collapses. Estimate No public source provides a precise figure. This is our estimate.	22%	8%	+1.8
Dry, glaze and the kiln. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Order, the set and the colour that misses. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The market, the piece and not opening too wide. Estimate No public source provides a precise figure. This is our estimate.	16%	18%	+2.9
Survive the kiln, and not leaving a fat foot. Estimate No public source provides a precise figure. This is our estimate.	14%	12%	+1.7
Total	100%		19%

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