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?
Furniture assembler
19%
#508 / 623
View rankingFurniture assembler
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 |
|---|---|---|---|
Manual, fittings and the parts count.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Assemble, plumb and the wrong screw.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 8% | +1.8 |
Up the stairs without marking the wall.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Adjust doors, drawers and the client watching.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The small flat and the piece that will not fit whole.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
That it does not wobble, and not leaving a fitting out.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 12% | +1.7 |
| Total | 100% | 19% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- assemble furniture
- fittings
- plumb wardrobes
- adjust doors
- drawers
- up the stairs
- parts count
- screws
Sources for this job· O*NET 51-2092.00· ESCO/ISCO 8219