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?
Delivery driver
28%
#65 / 103
View rankingDelivery driver
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 |
|---|---|---|---|
Obey traffic laws and follow established traffic and transportation procedures.EstimateNo public source pins this saving. It is an estimate of the method. | 13% | 28% | +3.6 |
Read maps and follow written or verbal geographic directions.EstimateNo public source pins this saving. It is an estimate of the method. | 11% | 28% | +3.1 |
Verify the contents of inventory loads against shipping papers.EstimateNo public source pins this saving. It is an estimate of the method. | 11% | 28% | +3.1 |
Load and unload trucks, vans, or automobiles.EstimateNo public source pins this saving. It is an estimate of the method. | 11% | 28% | +3.1 |
Drive vehicles with capacities under three tons to transport materials to and from specified destinations, such as railroad stations, plants, residences, offices, or within industrial yards.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 28% | +2 |
Present bills and receipts and collect payments for goods delivered or loaded.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 22% | +1.5 |
Inspect and maintain vehicle supplies and equipment, such as gas, oil, water, tires, lights, or brakes, to ensure that vehicles are in proper working condition.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 28% | +2 |
Turn in receipts and money received from deliveries.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 28% | +2 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source pins this saving. It is an estimate of the method. | 26% | 28% | +7.3 |
| Total | 100% | 28% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- geographic areas
- road traffic laws
- communicate with customers
- act reliably
- drive in urban areas
- ensure the integrity of mail
- use geographic information systems
- establish daily priorities
- analyse ways to reduce travel time
- interpret traffic signals
Sources for this job· O*NET 53-3033.00· ESCO/ISCO 8321