Automation index
How much of a UX designer’s job can AI already do?
Today an AI can already spin variants and assemble a first cut. Deciding what works, what ships, and why, is still direction.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
UX designer
46%
AI can already do 46% of this job.
#3 / 623
View rankingUX designer
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 |
|---|---|---|---|
Flows and wireframesEstimateNo public source provides a precise figure. This is our estimate. | 35% | 70% | +24.5 |
Tests and synthesisEstimateNo public source provides a precise figure. This is our estimate. | 25% | 50% | +12.5 |
System and judgmentEstimateNo public source provides a precise figure. This is our estimate. | 25% | 25% | +6.3 |
Team workshopsEstimateNo public source provides a precise figure. This is our estimate. | 15% | 15% | +2.3 |
| Total | 100% | 46% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- design interfaces
- prototypes
- figma
- work ergonomically
- understand artistic concepts
- safeguard artistic quality of performance
- analyse score
- monitor sociological trends
- draw up lighting plan
- assess power needs
Sources for this job· O*NET 15-1255.00· ESCO/ISCO 2166
IS WORK OVER?
Wastewater-plant operator
19%
#514 / 623
View rankingWastewater-plant operator
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 |
|---|---|---|---|
Flow, process and the log.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Basin, the sludge and the one that goes.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 8% | +1.8 |
Breakdown, the pump and at night.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Test, the discharge and not hiding the spike.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The rain, the overflow and not opening extra.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Come out clean, and the sludge in place.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
- works flow
- sludge
- basins
- pumps
- discharges
- overflows
- plant logs
- final tests
Sources for this job· O*NET 51-8031.00· ESCO/ISCO 3132