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?
Carpenter
27%
#72 / 103
View rankingCarpenter
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 |
|---|---|---|---|
Follow established safety rules and regulations and maintain a safe and clean environment.EstimateNo public source pins this saving. It is an estimate of the method. | 9% | 28% | +2.5 |
Measure and mark cutting lines on materials, using a ruler, pencil, chalk, and marking gauge.EstimateNo public source pins this saving. It is an estimate of the method. | 9% | 28% | +2.5 |
Shape or cut materials to specified measurements, using hand tools, machines, or power saws.EstimateNo public source pins this saving. It is an estimate of the method. | 8% | 28% | +2.2 |
Assemble and fasten materials to make frameworks or props, using hand tools and wood screws, nails, dowel pins, or glue.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 28% | +2 |
Build or repair cabinets, doors, frameworks, floors, or other wooden fixtures used in buildings, using woodworking machines, carpenter's hand tools, or power tools.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 12% | +0.7 |
Study specifications in blueprints, sketches, or building plans to prepare project layout and determine dimensions and materials required.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 28% | +1.7 |
Install structures or fixtures, such as windows, frames, floorings, trim, or hardware, using carpenters' hand or power tools.EstimateNo public source pins this saving. It is an estimate of the method. | 5% | 28% | +1.4 |
Verify trueness of structure, using plumb bob and level.EstimateNo public source pins this saving. It is an estimate of the method. | 5% | 28% | +1.4 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source pins this saving. It is an estimate of the method. | 45% | 28% | +12.6 |
| Total | 100% | 27% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- install locks
- work ergonomically
- apply proofing membranes
- cut insulation material to size
- use shims
- inspect construction supplies
- manipulate glass
- use measurement instruments
- apply insulation strips
- use safety equipment in construction
Sources for this job· O*NET 47-2031.00· ESCO/ISCO 7115