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?
Event planner
30%
#51 / 623
View rankingEvent planner
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 |
|---|---|---|---|
Consult with customers to determine objectives and requirements for events, such as meetings, conferences, and conventions.EstimateNo public source provides a precise figure. This is our estimate. | 15% | 28% | +4.2 |
Coordinate services for events, such as accommodation and transportation for participants, facilities, catering, signage, displays, special needs requirements, printing and event security.EstimateNo public source provides a precise figure. This is our estimate. | 11% | 28% | +3.1 |
Confer with staff at a chosen event site to coordinate details.EstimateNo public source provides a precise figure. This is our estimate. | 9% | 28% | +2.5 |
Direct administrative details, such as financial operations, dissemination of promotional materials, and responses to inquiries.EstimateNo public source provides a precise figure. This is our estimate. | 8% | 28% | +2.2 |
Monitor event activities to ensure compliance with applicable regulations and laws, satisfaction of participants, and resolution of any problems that arise.EstimateNo public source provides a precise figure. This is our estimate. | 8% | 28% | +2.2 |
Evaluate and select providers of services according to customer requirements.EstimateNo public source provides a precise figure. This is our estimate. | 7% | 28% | +2 |
Maintain records of event aspects, including financial details.EstimateNo public source provides a precise figure. This is our estimate. | 6% | 55% | +3.3 |
Review event bills for accuracy and approve payment.EstimateNo public source provides a precise figure. This is our estimate. | 6% | 28% | +1.7 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source provides a precise figure. This is our estimate. | 30% | 28% | +8.4 |
| Total | 100% | 30% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- develop event topics
- negotiate contracts with event providers
- coordinate events
- confer with event staff
- review event bills
- inspect event facilities
- arrange event needs
- organise event participants' registration
- direct event administrative details
- supervise event staff
Sources for this job· O*NET 13-1121.00· ESCO/ISCO 3332