Automation index
How much of a Data scientist’s job can AI already do?
Today an AI can already classify, reconcile, and prep a first close. The final call, and what goes to the tax office, still has a name on it.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Data scientist
40%
AI can already do 40% of this job.
#6 / 623
View rankingData scientist
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 |
|---|---|---|---|
Generate standard or custom reports summarizing business, financial, or economic data for review by executives, managers, clients, and other stakeholders.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 55% | +7.7 |
Manage timely flow of business intelligence information to users.EstimateNo public source provides a precise figure. This is our estimate. | 13% | 28% | +3.6 |
Maintain or update business intelligence tools, databases, dashboards, systems, or methods.EstimateNo public source provides a precise figure. This is our estimate. | 11% | 48% | +5.3 |
Provide technical support for existing reports, dashboards, or other tools.EstimateNo public source provides a precise figure. This is our estimate. | 9% | 55% | +5 |
Synthesize current business intelligence or trend data to support recommendations for action.EstimateNo public source provides a precise figure. This is our estimate. | 6% | 28% | +1.7 |
Create business intelligence tools or systems, including design of related databases, spreadsheets, or outputs.EstimateNo public source provides a precise figure. This is our estimate. | 6% | 55% | +3.3 |
Collect business intelligence data from available industry reports, public information, field reports, or purchased sources.EstimateNo public source provides a precise figure. This is our estimate. | 6% | 55% | +3.3 |
Identify or monitor current and potential customers, using business intelligence tools.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. | 29% | 28% | +8.1 |
| Total | 100% | 40% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- analyse data
- models
- dashboards
- python
- information structure
- data warehouse
- database
- web programming
- ICT security legislation
- business process modelling
Sources for this job· O*NET 15-2051.01· ESCO/ISCO 2521
IS WORK OVER?
Copywriter
26%
#210 / 623
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