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?
Construction laborer
29%
#45 / 103
View rankingConstruction laborer
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 |
|---|---|---|---|
Tend pumps, compressors, or generators to provide power for tools, machinery, or equipment or to heat or move materials, such as asphalt.EstimateNo public source pins this saving. It is an estimate of the method. | 12% | 28% | +3.4 |
Dig ditches or trenches, backfill excavations, or compact and level earth to grade specifications, using picks, shovels, pneumatic tampers, or rakes.EstimateNo public source pins this saving. It is an estimate of the method. | 10% | 28% | +2.8 |
Grind, scrape, sand, or polish surfaces, such as concrete, marble, terrazzo, or wood flooring, using abrasive tools or machines.EstimateNo public source pins this saving. It is an estimate of the method. | 10% | 28% | +2.8 |
Signal equipment operators to facilitate alignment, movement, or adjustment of machinery, equipment, or materials.EstimateNo public source pins this saving. It is an estimate of the method. | 10% | 28% | +2.8 |
Install sewer, water, or storm drain pipes, using pipe-laying machinery or laser guidance equipment.EstimateNo public source pins this saving. It is an estimate of the method. | 9% | 28% | +2.5 |
Lubricate, clean, or repair machinery, equipment, or tools.EstimateNo public source pins this saving. It is an estimate of the method. | 8% | 12% | +1 |
Measure, mark, or record openings or distances to layout areas where construction work will be performed.EstimateNo public source pins this saving. It is an estimate of the method. | 8% | 55% | +4.4 |
Read plans, instructions, or specifications to determine work activities.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 28% | +2 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source pins this saving. It is an estimate of the method. | 26% | 28% | +7.3 |
| Total | 100% | 29% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- install wood elements in structures
- apply finish to concrete
- inspect masonry work
- check compatibility of materials
- dig soil mechanically
- pour concrete
- transport construction supplies
- operate digging construction equipment
- work in a construction team
- inspect construction supplies
Sources for this job· O*NET 47-2061.00· ESCO/ISCO 9313