Automation index
How much of a Investment analyst’s job can AI already do?
A model comes earlier. Calling buy or not and signing the memo do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Investment analyst
27%
AI can already do 27% of this job.
#131 / 633
View rankingInvestment 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, comps and the memo.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 48% | +8.6 |
Data, the gap and what is not in the sheet.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Committee, the thesis and the one who falls in love.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Follow-up, the profit warning and not hiding it.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The PM, the rush and not inflating the target.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
Buy or not, and signing the memo.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
| Total | 100% | 27% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- valuation models
- comps
- investment memos
- thesis
- profit warning
- target
- investment committee
- follow-up
Sources for this job· O*NET 13-2051.00· ESCO/ISCO 2413
IS WORK OVER?
Statistician
26%
#201 / 633
View rankingStatistician
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, clean and visualise.EstimateNo public source provides a precise figure. This is our estimate. | 20% | 48% | +9.6 |
Design sample, experiment and biases.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Client, questions and not overfitting.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Reproducibility, code and documentation.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Publication, review and data ethics.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 16% | +2.6 |
Not selling a p-value that does not hold.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 14% | +2.2 |
| Total | 100% | 26% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Model, clean and visualise
- Design sample, experiment and biases
- Client, questions and not overfitting
- Reproducibility, code and documentation
- Publication, review and data ethics
- Not selling a p-value that does not hold
- estadistico
- statistician
Sources for this job· O*NET 15-2041.00· ESCO/ISCO 2120