Automation index
Can AI do the work of a UX designer?
Today an AI can already spin variants and assemble a first cut. Deciding what works, what ships, and why, is still direction.
It measures how much work time can already be saved, not who will lose their job.
Task comparison
IS WORK OVER?
UX designer
46%
AI or a robot can already do 46% of this job.
#3 / 103
View rankingUX designer
Where the time goes
Score = Σ (weight × saving). Weight is our estimate from frequency, not a time share published by O*NET. Saving is separate.
Weights are our estimate from O*NET frequency (FT). O*NET does not publish % of the week.
| Task | Share | AI | Adds |
|---|---|---|---|
Flows and wireframesEstimateNo public source pins this saving. It is an estimate of the method. | 35% | 70% | +24.5 |
Tests and synthesisEstimateNo public source pins this saving. It is an estimate of the method. | 25% | 50% | +12.5 |
System and judgmentEstimateNo public source pins this saving. It is an estimate of the method. | 25% | 25% | +6.3 |
Team workshopsEstimateNo public source pins this saving. It is an estimate of the method. | 15% | 15% | +2.3 |
| Total | 100% | 46% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- 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?
Airline pilot
19%
#93 / 103
View rankingAirline pilot
Where the time goes
Score = Σ (weight × saving). Weight is our estimate from frequency, not a time share published by O*NET. Saving is separate.
Weights are our estimate from O*NET frequency (FT). O*NET does not publish % of the week.
| Task | Share | AI | Adds |
|---|---|---|---|
Prepare flight plan, fuel and NOTAMs.EstimateNo public source pins this saving. It is an estimate of the method. | 18% | 40% | +7.2 |
Weather and company briefing.EstimateNo public source pins this saving. It is an estimate of the method. | 14% | 32% | +4.5 |
Flying: take-off, cruise and landing.EstimateNo public source pins this saving. It is an estimate of the method. | 22% | 8% | +1.8 |
Failures, diversions and emergencies.EstimateNo public source pins this saving. It is an estimate of the method. | 16% | 12% | +1.9 |
Coordination with ATC, cabin and ground.EstimateNo public source pins this saving. It is an estimate of the method. | 16% | 10% | +1.6 |
Reports, logbook and fatigue compliance.EstimateNo public source pins this saving. It is an estimate of the method. | 14% | 15% | +2.1 |
| Total | 100% | 19% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- Prepare flight plan, fuel and NOTAMs
- Weather and company briefing
- Flying: take-off, cruise and landing
- Failures, diversions and emergencies
- Coordination with ATC, cabin and ground
- Reports, logbook and fatigue compliance
- piloto
- pilot
- aviacion
- comandante de aeronave
Sources for this job· O*NET 53-2011.00· ESCO/ISCO 3153