Automation index
How much of a Train driver’s job can AI already do?
A diagram and a log come earlier. Stopping a train full of people does not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Train driver
18%
AI can already do 18% of this job.
#579 / 643
View rankingTrain driver
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 |
|---|---|---|---|
Diagrams, notices and train logs.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Drive, brake and obey signals.EstimateNo public source provides a precise figure. This is our estimate. | 24% | 8% | +1.9 |
Incidents, passengers and radio.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Fitness, fatigue and rules.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Shunting, depots and couplings.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 16% | +2.2 |
Not running a red or a platform.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 14% | +2 |
| Total | 100% | 18% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Diagrams, notices and train logs
- Drive, brake and obey signals
- Incidents, passengers and radio
- Fitness, fatigue and rules
- Shunting, depots and couplings
- Not running a red or a platform
- maquinista
- train driver
- conductor de tren
Sources for this job· O*NET 53-4011.00· ESCO/ISCO 8311
IS WORK OVER?
Graphic designer
28%
#95 / 643
View rankingGraphic 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 |
|---|---|---|---|
Determine size and arrangement of illustrative material and copy, and select style and size of type.EstimateNo public source provides a precise figure. This is our estimate. | 12% | 28% | +3.4 |
Create designs, concepts, and sample layouts, based on knowledge of layout principles and esthetic design concepts.EstimateNo public source provides a precise figure. This is our estimate. | 11% | 28% | +3.1 |
Use computer software to generate new images.EstimateNo public source provides a precise figure. This is our estimate. | 10% | 28% | +2.8 |
Key information into computer equipment to create layouts for client or supervisor.EstimateNo public source provides a precise figure. This is our estimate. | 8% | 22% | +1.8 |
Draw and print charts, graphs, illustrations, and other artwork, using computer.EstimateNo public source provides a precise figure. This is our estimate. | 7% | 28% | +2 |
Review final layouts and suggest improvements, as needed.EstimateNo public source provides a precise figure. This is our estimate. | 7% | 28% | +2 |
Maintain archive of images, photos, or previous work products.EstimateNo public source provides a precise figure. This is our estimate. | 6% | 28% | +1.7 |
Develop graphics and layouts for product illustrations, company logos, and Web sites.EstimateNo public source provides a precise figure. This is our estimate. | 6% | 28% | +1.7 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source provides a precise figure. This is our estimate. | 33% | 28% | +9.2 |
| Total | 100% | 28% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- design interfaces
- prototypes
- figma
- graphic design
- desktop publishing
- copyright legislation
- respect publication formats
- use creative suite software
- follow a brief
- identify customer's needs
Sources for this job· O*NET 27-1024.00· ESCO/ISCO 2166