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?
Farmer
28%
#78 / 623
View rankingFarmer
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 |
|---|---|---|---|
Manage nurseries that grow horticultural plants for sale to trade or retail customers, for display or exhibition, or for research.EstimateNo public source provides a precise figure. This is our estimate. | 29% | 12% | +3.5 |
Determine plant growing conditions, such as greenhouses, hydroponics, or natural settings, and set planting and care schedules.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 28% | +3.9 |
Coordinate clerical, record-keeping, inventory, requisitioning, and marketing activities.EstimateNo public source provides a precise figure. This is our estimate. | 10% | 55% | +5.5 |
Position and regulate plant irrigation systems, and program environmental and irrigation control computers.EstimateNo public source provides a precise figure. This is our estimate. | 7% | 28% | +2 |
Direct the breeding or raising of stock, such as cattle, poultry, or honeybees, using recognized breeding practices to ensure stock improvement.EstimateNo public source provides a precise figure. This is our estimate. | 5% | 28% | +1.4 |
Collect and record growth, production, and environmental data.EstimateNo public source provides a precise figure. This is our estimate. | 5% | 55% | +2.8 |
Maintain financial, operational, production, or employment records for farms or ranches.EstimateNo public source provides a precise figure. This is our estimate. | 4% | 55% | +2.2 |
Provide information to customers on the care of trees, shrubs, flowers, plants, and lawns.EstimateNo public source provides a precise figure. This is our estimate. | 4% | 28% | +1.1 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source provides a precise figure. This is our estimate. | 22% | 28% | +6.2 |
| Total | 100% | 29% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- technical equipment for crop production
- crop production principles
- agronomical production principles
- soil structure
- plant species
- agroforestry
- types of storage facilities
- pest control in plants
- ecology
- fertilisation principles
Sources for this job· O*NET 11-9013.00· ESCO/ISCO 6111