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 / 653
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?
IVF laboratory technician
19%
#561 / 653
View rankingIVF laboratory technician
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 |
|---|---|---|---|
Diary, the retrieval and the count.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Capacitation, the sample and the one that is not there.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 8% | +1.8 |
Identify, the double check and not crossing.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Cryopreserve, the tank and the one that is lost.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The embryologist, the rush and not rushing a tube.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Not crossing couples. Ever.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
- retrievals
- sperm capacitation
- double check
- cryopreservation
- nitrogen tanks
- identify gametes
- not cross couples
- oocyte count
Sources for this job· O*NET 29-2011.00· ESCO/ISCO 3212