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?
Anaesthetist
21%
#401 / 623
View rankingAnaesthetist
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 |
|---|---|---|---|
Assess pre-op, allergies and the anaesthetic plan.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Induce, maintain and wake in theatre.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 8% | +1.8 |
Watch vitals, lines and acute pain.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Brief the patient and sign the consent.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Notes, consults and coordination with the surgeon.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
On-call, resuscitation and liability for the act.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 12% | +1.7 |
| Total | 100% | 21% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Induce, maintain and wake in theatre
- Watch vitals, lines and acute pain
- Brief the patient and sign the consent
- anestesista
- anestesiologo
- anesthesiologist
- anaesthetist
Sources for this job· O*NET 29-1211.00· ESCO/ISCO 2212