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?
Real estate agent
27%
#70 / 103
View rankingReal estate agent
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 |
|---|---|---|---|
Generate lists of properties that are compatible with buyers' needs and financial resources.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 28% | +2 |
Answer clients' questions regarding construction work, financing, maintenance, repairs, and appraisals.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 12% | +0.7 |
Promote sales of properties through advertisements, open houses, and participation in multiple listing services.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 28% | +1.7 |
Contact property owners and advertise services to solicit property sales listings.EstimateNo public source pins this saving. It is an estimate of the method. | 5% | 28% | +1.4 |
Display commercial, industrial, agricultural, and residential properties to clients and explain their features.EstimateNo public source pins this saving. It is an estimate of the method. | 5% | 28% | +1.4 |
Coordinate appointments to show homes to prospective buyers.EstimateNo public source pins this saving. It is an estimate of the method. | 5% | 28% | +1.4 |
Contact previous clients for prospecting of referral business.EstimateNo public source pins this saving. It is an estimate of the method. | 5% | 28% | +1.4 |
Act as an intermediary in negotiations between buyers and sellers, generally representing one or the other.EstimateNo public source pins this saving. It is an estimate of the method. | 5% | 22% | +1.1 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source pins this saving. It is an estimate of the method. | 56% | 28% | +15.7 |
| Total | 100% | 27% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- customer service
- contract law
- office administration
- real estate market
- mortgage loans
- property law
- maintain relationship with customers
- advise on property value
- identify customer's needs
- inform on renting agreements
Sources for this job· O*NET 41-9022.00· ESCO/ISCO 3334