Automation index
Can AI do the work of a BI analyst?
A dashboard and a query assemble themselves. Knowing which metric lies, and what the business is asking, do not.
It also does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
BI analyst
34%
AI or a robot can already do 34% of this job.
#18 / 103
View rankingBI analyst
Where the time goes
Score = Σ (weight × saving). Weight is our estimate from frequency, not a time share published by O*NET. Saving is separate.
Weights are our estimate from O*NET frequency (FT). O*NET does not publish % of the week.
| Task | Share | AI | Adds |
|---|---|---|---|
Model data, light ETL and dashboards.EstimateNo public source pins this saving. It is an estimate of the method. | 24% | 58% | +13.9 |
Write SQL, measures and docs.EstimateNo public source pins this saving. It is an estimate of the method. | 18% | 50% | +9 |
Define KPIs with the business and negotiate meaning.EstimateNo public source pins this saving. It is an estimate of the method. | 16% | 22% | +3.5 |
Present insights and defend the number.EstimateNo public source pins this saving. It is an estimate of the method. | 16% | 18% | +2.9 |
Data quality, alerts and lineage.EstimateNo public source pins this saving. It is an estimate of the method. | 14% | 15% | +2.1 |
Prioritise requests and say no.EstimateNo public source pins this saving. It is an estimate of the method. | 12% | 20% | +2.4 |
| Total | 100% | 34% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- 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?
Paramedic
14%
#101 / 103
View rankingParamedic
Where the time goes
Score = Σ (weight × saving). Weight is our estimate from frequency, not a time share published by O*NET. Saving is separate.
Weights are our estimate from O*NET frequency (FT). O*NET does not publish % of the week.
| Task | Share | AI | Adds |
|---|---|---|---|
Notes and protocolsEstimateNo public source pins this saving. It is an estimate of the method. | 20% | 30% | +6 |
Street care and transferEstimateNo public source pins this saving. It is an estimate of the method. | 50% | 8% | +4 |
Life-threatening callsEstimateNo public source pins this saving. It is an estimate of the method. | 20% | 12% | +2.4 |
CoordinationEstimateNo public source pins this saving. It is an estimate of the method. | 10% | 15% | +1.5 |
| Total | 100% | 14% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- hygiene in a health care setting
- behavioural science
- pharmacology
- disorders of vital functions
- sanitary technology
- transportation methods
- pathogenic microorganisms
- sociology applied to paramedical science
- health care system
- human anatomy
Sources for this job· O*NET 29-2042.00· ESCO/ISCO 3258