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?
Nursing assistant
23%
#86 / 103
View rankingNursing assistant
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 |
|---|---|---|---|
Answer patient call signals, signal lights, bells, or intercom systems to determine patients' needs.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 12% | +0.8 |
Turn or reposition bedridden patients.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 12% | +0.7 |
Provide physical support to assist patients to perform daily living activities, such as getting out of bed, bathing, dressing, using the toilet, standing, walking, or exercising.EstimateNo public source pins this saving. It is an estimate of the method. | 5% | 12% | +0.6 |
Communicate with patients to ascertain feelings or need for assistance or social and emotional support.EstimateNo public source pins this saving. It is an estimate of the method. | 4% | 12% | +0.5 |
Feed patients or assist patients to eat or drink.EstimateNo public source pins this saving. It is an estimate of the method. | 4% | 12% | +0.5 |
Measure and record food and liquid intake or urinary and fecal output, reporting changes to medical or nursing staff.EstimateNo public source pins this saving. It is an estimate of the method. | 4% | 12% | +0.5 |
Supply, collect, or empty bedpans.EstimateNo public source pins this saving. It is an estimate of the method. | 4% | 28% | +1.1 |
Lift or assist others to lift patients to move them on or off beds, examination tables, surgical tables, or stretchers.EstimateNo public source pins this saving. It is an estimate of the method. | 4% | 12% | +0.5 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source pins this saving. It is an estimate of the method. | 62% | 28% | +17.4 |
| Total | 100% | 23% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- care for patients
- diagnose
- nursing care
- clinical notes
- design interfaces
- prototypes
- figma
- hygiene in a health care setting
- health care legislation
- disability care
Sources for this job· O*NET 31-1131.00· ESCO/ISCO 5321