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?
Physiotherapist
21%
#88 / 103
View rankingPhysiotherapist
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 |
|---|---|---|---|
Plan, prepare, or carry out individually designed programs of physical treatment to maintain, improve, or restore physical functioning, alleviate pain, or prevent physical dysfunction in patients.EstimateNo public source pins this saving. It is an estimate of the method. | 8% | 12% | +1 |
Record prognosis, treatment, response, and progress in patient's chart or enter information into computer.EstimateNo public source pins this saving. It is an estimate of the method. | 8% | 12% | +1 |
Administer manual exercises, massage, or traction to help relieve pain, increase patient strength, or decrease or prevent deformity or crippling.EstimateNo public source pins this saving. It is an estimate of the method. | 8% | 12% | +1 |
Evaluate effects of treatment at various stages and adjust treatments to achieve maximum benefit.EstimateNo public source pins this saving. It is an estimate of the method. | 8% | 28% | +2.2 |
Direct, supervise, assess, and communicate with supportive personnel.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 22% | +1.5 |
Confer with the patient, medical practitioners, or appropriate others to plan, implement, or assess the intervention program.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 12% | +0.8 |
Test and measure patient's strength, motor development and function, sensory perception, functional capacity, or respiratory or circulatory efficiency and record data.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 12% | +0.7 |
Obtain patients' informed consent to proposed interventions.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 12% | +0.7 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source pins this saving. It is an estimate of the method. | 42% | 28% | +11.8 |
| Total | 100% | 21% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- orthopaedic manual physiotherapy
- medical terminology
- emergency surgery
- general medicine
- surgery
- human physiology
- geriatrics
- kinetics
- neurology
- pharmacology
Sources for this job· O*NET 29-1123.00· ESCO/ISCO 2264