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?
Systems administrator
27%
#68 / 103
View rankingSystems administrator
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 |
|---|---|---|---|
Automate accounts, backups and patches.EstimateNo public source pins this saving. It is an estimate of the method. | 20% | 45% | +9 |
Document, inventory and alerts.EstimateNo public source pins this saving. It is an estimate of the method. | 18% | 40% | +7.2 |
Incidents, outages and on-call.EstimateNo public source pins this saving. It is an estimate of the method. | 18% | 18% | +3.2 |
Install, cable and touch hardware.EstimateNo public source pins this saving. It is an estimate of the method. | 16% | 15% | +2.4 |
Permissions, security and difficult users.EstimateNo public source pins this saving. It is an estimate of the method. | 14% | 18% | +2.5 |
Decide what patches and what waits.EstimateNo public source pins this saving. It is an estimate of the method. | 14% | 16% | +2.2 |
| Total | 100% | 26% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- Automate accounts, backups and patches
- Document, inventory and alerts
- Incidents, outages and on-call
- Install, cable and touch hardware
- Permissions, security and difficult users
- Decide what patches and what waits
- sysadmin
- administrador de sistemas
- sistemas linux
Sources for this job· O*NET 15-1244.00· ESCO/ISCO 2522