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?
BIM modeller
28%
#109 / 623
View rankingBIM modeller
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, families and clash detection.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 52% | +9.4 |
IFC, BEP and trade coordination.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Site, the one who will not open the model, and the meeting.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Quantities, parameters and the 4D nobody uses.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The last-minute change and not breaking the federated model.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
That it can be built, and not over-modelling.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
| Total | 100% | 28% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- BIM modelling
- clash detection
- Revit families
- IFC
- BEP
- coordinate trades
- BIM quantities
- federated model
Sources for this job· O*NET 17-3011.00· ESCO/ISCO 3118