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?
Copywriter
26%
#215 / 643
View rankingCopywriter
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 |
|---|---|---|---|
Vary language and tone of messages based on product and medium.EstimateNo public source provides a precise figure. This is our estimate. | 21% | 28% | +5.9 |
Develop advertising campaigns for a wide range of clients, working with an advertising agency's creative director and art director to determine the best way to present advertising information.EstimateNo public source provides a precise figure. This is our estimate. | 19% | 22% | +4.2 |
Discuss with the client the product, advertising themes and methods, and any changes that should be made in advertising copy.EstimateNo public source provides a precise figure. This is our estimate. | 15% | 28% | +4.2 |
Present drafts and ideas to clients.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 22% | +3.1 |
Write articles, bulletins, sales letters, speeches, and other related informative, marketing and promotional material.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 28% | +3.9 |
Review advertising trends, consumer surveys, and other data regarding marketing of goods and services to determine the best way to promote products.EstimateNo public source provides a precise figure. This is our estimate. | 8% | 28% | +2.2 |
Invent names for products and write the slogans that appear on packaging, brochures and other promotional material.EstimateNo public source provides a precise figure. This is our estimate. | 7% | 28% | +2 |
Conduct research and interviews to determine which of a product's selling features should be promoted.EstimateNo public source provides a precise figure. This is our estimate. | 2% | 48% | +1 |
| Total | 100% | 27% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- musical genres
- musical notation
- music literature
- musical theory
- copyright legislation
- study music
- write songs
- match lyrics to mood of melody
- write to a deadline
- create a rhyme scheme structure
Sources for this job· O*NET 27-3043.00· ESCO/ISCO 2641