Automation index
Can AI do the work of a Economist?
Pulling a dataset and a first chart is instant. Deciding which model holds, and explaining it to a ministry, is not.
It also does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Economist
30%
AI or a robot can already do 30% of this job.
#38 / 103
View rankingEconomist
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 |
|---|---|---|---|
Clean data, estimate and produce tables.EstimateNo public source pins this saving. It is an estimate of the method. | 22% | 52% | +11.4 |
Draft notes, briefs and a first paper.EstimateNo public source pins this saving. It is an estimate of the method. | 18% | 45% | +8.1 |
Choose model, assumptions and robustness.EstimateNo public source pins this saving. It is an estimate of the method. | 16% | 22% | +3.5 |
Present to a client, ministry or board.EstimateNo public source pins this saving. It is an estimate of the method. | 16% | 15% | +2.4 |
Debate, peer-review and defend the numbers.EstimateNo public source pins this saving. It is an estimate of the method. | 14% | 12% | +1.7 |
Read the political context and data quality.EstimateNo public source pins this saving. It is an estimate of the method. | 14% | 18% | +2.5 |
| Total | 100% | 30% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- Clean data, estimate and produce tables
- Draft notes, briefs and a first paper
- Choose model, assumptions and robustness
- Present to a client, ministry or board
- Debate, peer-review and defend the numbers
- economista
- economist
Sources for this job· O*NET 19-3011.00· ESCO/ISCO 2631
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