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?
Radiographer
20%
#466 / 623
View rankingRadiographer
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 |
|---|---|---|---|
Protocols, dose and worklists.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Position, expose and watch the patient.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 10% | +2.2 |
Contrast, lines and reactions.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Reconstruct, label and send to PACS.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Calm children, claustrophobia and pain.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Radiation protection, kit and not over-exposing.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 12% | +1.7 |
| Total | 100% | 20% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Protocols, dose and worklists
- Position, expose and watch the patient
- Contrast, lines and reactions
- Reconstruct, label and send to PACS
- Calm children, claustrophobia and pain
- tecnico en radiodiagnostico
- tecnico de rayos
- radiographer
Sources for this job· O*NET 29-2034.00· ESCO/ISCO 3211