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 / 683
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?
Thesis supervisor
27%
#150 / 683
View rankingThesis supervisor
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 |
|---|---|---|---|
Plan, chapters and the calendar.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 48% | +8.6 |
Draft, the comment and the one who will not rewrite.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Data, ethics and not signing what was not done.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Deposit, the board and not jumping to a yes.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The department, the rush and not swallowing plagiarism.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
That the thesis exists, and not signing plagiarism.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
| Total | 100% | 27% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- thesis chapters
- drafts
- data ethics
- deposit
- the board
- plagiarism
- doctoral calendar
- rewrite
Sources for this job· O*NET 25-1081.00· ESCO/ISCO 2310