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?
Video editor
28%
#59 / 103
View rankingVideo editor
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 |
|---|---|---|---|
Select and combine the most effective shots of each scene to form a logical and smoothly running story.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 28% | +2 |
Edit films and videotapes to insert music, dialogue, and sound effects, to arrange films into sequences, and to correct errors, using editing equipment.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 28% | +2 |
Set up and operate computer editing systems, electronic titling systems, video switching equipment, and digital video effects units to produce a final product.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 28% | +2 |
Organize and string together raw footage into a continuous whole according to scripts or the instructions of directors and producers.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 28% | +2 |
Review footage sequence by sequence to become familiar with it before assembling it into a final product.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 28% | +1.7 |
Mark frames where a particular shot or piece of sound is to begin or end.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 28% | +1.7 |
Verify key numbers and time codes on materials.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 28% | +1.7 |
Cut shot sequences to different angles at specific points in scenes, making each individual cut as fluid and seamless as possible.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 28% | +1.7 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source pins this saving. It is an estimate of the method. | 48% | 28% | +13.4 |
| Total | 100% | 28% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- personal directing styles
- film production process
- graphic design
- motion graphics
- ICT software specifications
- multimedia systems
- follow work schedule
- consult with producer
- watch scenes
- put uncut recordings into computer
Sources for this job· O*NET 27-4032.00· ESCO/ISCO 2654