Automation index
How much of a BI analyst’s job can AI already do?
A dashboard and a query assemble themselves. Knowing which metric lies, and what the business is asking, do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
BI analyst
34%
AI can already do 34% of this job.
#18 / 623
View rankingBI analyst
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 |
|---|---|---|---|
Model data, light ETL and dashboards.EstimateNo public source provides a precise figure. This is our estimate. | 24% | 58% | +13.9 |
Write SQL, measures and docs.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 50% | +9 |
Define KPIs with the business and negotiate meaning.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Present insights and defend the number.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Data quality, alerts and lineage.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 15% | +2.1 |
Prioritise requests and say no.EstimateNo public source provides a precise figure. This is our estimate. | 12% | 20% | +2.4 |
| Total | 100% | 34% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- 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?
Book editor
25%
#220 / 623
View rankingBook editor
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 |
|---|---|---|---|
Readers’ reports, selection and rejection.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Work the text with the author: structure and tone.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 22% | +4 |
P&L, advances, contracts and the schedule.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Coordinate copy-edit, layout, cover and press.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
List, bookshops and the life of the title.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The editorial bet and owning the book.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 14% | +2.2 |
| Total | 100% | 25% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- edit books
- readers’ reports
- work manuscripts
- negotiate advances
- build the list
- coordinate layout
- choose the cover
- get it into shops
Sources for this job· O*NET 27-3041.00· ESCO/ISCO 2641