Automation index
Can AI do the work of a BI analyst?
A dashboard and a query assemble themselves. Knowing which metric lies, and what the business is asking, do not.
It also does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
BI analyst
34%
AI or a robot can already do 34% of this job.
#18 / 103
View rankingBI analyst
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 |
|---|---|---|---|
Model data, light ETL and dashboards.EstimateNo public source pins this saving. It is an estimate of the method. | 24% | 58% | +13.9 |
Write SQL, measures and docs.EstimateNo public source pins this saving. It is an estimate of the method. | 18% | 50% | +9 |
Define KPIs with the business and negotiate meaning.EstimateNo public source pins this saving. It is an estimate of the method. | 16% | 22% | +3.5 |
Present insights and defend the number.EstimateNo public source pins this saving. It is an estimate of the method. | 16% | 18% | +2.9 |
Data quality, alerts and lineage.EstimateNo public source pins this saving. It is an estimate of the method. | 14% | 15% | +2.1 |
Prioritise requests and say no.EstimateNo public source pins this saving. It is an estimate of the method. | 12% | 20% | +2.4 |
| Total | 100% | 34% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- Model data, light ETL and dashboards
- Write SQL, measures and docs
- Present insights and defend the number
- Data quality, alerts and lineage
- Prioritise requests and say no
- business intelligence
- analista bi
- power bi
- looker
Sources for this job· O*NET 15-2051.00· ESCO/ISCO 2511
IS WORK OVER?
Graphic designer
28%
#58 / 103
View rankingGraphic 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 |
|---|---|---|---|
Determine size and arrangement of illustrative material and copy, and select style and size of type.EstimateNo public source pins this saving. It is an estimate of the method. | 12% | 28% | +3.4 |
Create designs, concepts, and sample layouts, based on knowledge of layout principles and esthetic design concepts.EstimateNo public source pins this saving. It is an estimate of the method. | 11% | 28% | +3.1 |
Use computer software to generate new images.EstimateNo public source pins this saving. It is an estimate of the method. | 10% | 28% | +2.8 |
Key information into computer equipment to create layouts for client or supervisor.EstimateNo public source pins this saving. It is an estimate of the method. | 8% | 22% | +1.8 |
Draw and print charts, graphs, illustrations, and other artwork, using computer.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 28% | +2 |
Review final layouts and suggest improvements, as needed.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 28% | +2 |
Maintain archive of images, photos, or previous work products.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 28% | +1.7 |
Develop graphics and layouts for product illustrations, company logos, and Web sites.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 28% | +1.7 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source pins this saving. It is an estimate of the method. | 33% | 28% | +9.2 |
| Total | 100% | 28% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- 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