Automation index
How much of a Sociologist’s job can AI already do?
A survey and a table come earlier. Understanding what is actually happening does not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Sociologist
25%
AI can already do 25% of this job.
#252 / 633
View rankingSociologist
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 |
|---|---|---|---|
Surveys, tables and a first report.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 48% | +8.6 |
Design the research and the questions.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Field, interviews and groups.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Public client, ethics and outreach.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Literature, theory and review.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 16% | +2.9 |
Not selling a chart that does not say that.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 14% | +2.2 |
| Total | 100% | 25% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Surveys, tables and a first report
- Design the research and the questions
- Field, interviews and groups
- Public client, ethics and outreach
- Literature, theory and review
- Not selling a chart that does not say that
- sociologo
- sociologist
Sources for this job· O*NET 19-3041.00· ESCO/ISCO 2632
IS WORK OVER?
Prompt engineer
34%
#21 / 633
View rankingPrompt engineer
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 |
|---|---|---|---|
Design prompts, tools and chains.EstimateNo public source provides a precise figure. This is our estimate. | 24% | 58% | +13.9 |
Evals, datasets and regressions.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 52% | +9.4 |
Integrate with product and safety limits.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Talk to the business about a good output.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Watch hallucinations, bias and cost.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 20% | +2.8 |
Decide what the model gets, and what it does not.EstimateNo public source provides a precise figure. This is our estimate. | 12% | 16% | +1.9 |
| Total | 100% | 34% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Design prompts, tools and chains
- Evals, datasets and regressions
- Integrate with product and safety limits
- Talk to the business about a good output
- Watch hallucinations, bias and cost
- prompt engineer
- ingeniero de prompts
- llm engineer
Sources for this job· O*NET 15-1252.00· ESCO/ISCO 2512