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 / 773
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?
Platform engineer
27%
#191 / 773
View rankingPlatform engineer
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 |
|---|---|---|---|
Chart, the release and the value.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 48% | +8.6 |
Cluster, the node and the one left orphaned.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Self-service, the permission and not being the bottleneck.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Observability, the gap and not flying blind.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The team, the shortcut and not leaving the privilege.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
That they ship, and not leaving the cluster orphaned.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
| Total | 100% | 27% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- charts
- releases
- clusters
- nodes
- self-service
- observability
- bottlenecks
- platform privileges
Sources for this job· O*NET 15-1241.00· ESCO/ISCO 2523