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?

26%

#202 / 623

Cultural 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
Programme, fees and the venue calendar. Estimate No public source provides a precise figure. This is our estimate.	16%	44%	+7
Grants, paperwork and sponsorship. Estimate No public source provides a precise figure. This is our estimate.	16%	36%	+5.8
Artists, crew and the day the sound dies. Estimate No public source provides a precise figure. This is our estimate.	18%	16%	+2.9
Audience, comms and what does not fill. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The councillor, the clash and soft censorship. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
Pay on time, and not leaving culture in the spreadsheet. Estimate No public source provides a precise figure. This is our estimate.	16%	14%	+2.2
Total	100%		26%

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