Automation index
How much of a Milliner’s job can AI already do?
A block comes earlier. Sitting on the head without flying at the first breeze do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Milliner
19%
AI can already do 19% of this job.
#543 / 643
View rankingMilliner
Where the time goes
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 |
|---|---|---|---|
Block, crown and the material.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Shape, stitch and the brim that will not sit.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 8% | +1.8 |
Fit, the hair and the one that will not take a pin.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Trim, feather and the balance.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The wedding, the wind and not making a prop hat.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
That it sits, and does not fly.EstimateNo 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
Skills and activities
- hat blocks
- crowns
- brims
- feathers
- pins
- fit hats
- trim
- balance
Sources for this job· O*NET 51-6051.00· ESCO/ISCO 7531
IS WORK OVER?
Product owner
27%
#175 / 643
View rankingProduct owner
Where the time goes
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 |
|---|---|---|---|
Write stories, criteria and backlog.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 50% | +11 |
Maps, roadmaps and release notes.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Refine with engineering and design.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Talk to users and stakeholders.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 15% | +2.4 |
Prioritise, cut scope and say no.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
Accept the increment and own the value.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 16% | +2.2 |
| Total | 100% | 27% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Write stories, criteria and backlog
- Maps, roadmaps and release notes
- Refine with engineering and design
- Talk to users and stakeholders
- Prioritise, cut scope and say no
- Accept the increment and own the value
- product owner
- po agil
Sources for this job· O*NET 15-1199.09· ESCO/ISCO 2519