Automation index
How much of a Prompt engineer’s job can AI already do?
A prompt and an eval come earlier. Knowing when the model lies, and what must not be automated, do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Prompt engineer
34%
AI can already do 34% of this job.
#21 / 623
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
IS WORK OVER?
Influencer / creator
30%
#50 / 623
View rankingInfluencer / creator
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 |
|---|---|---|---|
Confer with department heads or staff to discuss topics such as contracts, selection of advertising media, or product to be advertised.EstimateNo public source provides a precise figure. This is our estimate. | 10% | 28% | +2.8 |
Plan and prepare advertising and promotional material to increase sales of products or services, working with customers, company officials, sales departments, and advertising agencies.EstimateNo public source provides a precise figure. This is our estimate. | 8% | 28% | +2.2 |
Coordinate activities of departments, such as sales, graphic arts, media, finance, and research.EstimateNo public source provides a precise figure. This is our estimate. | 8% | 48% | +3.8 |
Inspect layouts and advertising copy, and edit scripts, audio, video, and other promotional material for adherence to specifications.EstimateNo public source provides a precise figure. This is our estimate. | 8% | 28% | +2.2 |
Plan and execute advertising policies and strategies for organizations.EstimateNo public source provides a precise figure. This is our estimate. | 7% | 28% | +2 |
Direct, motivate, and monitor the mobilization of a campaign team to advance campaign goals.EstimateNo public source provides a precise figure. This is our estimate. | 7% | 28% | +2 |
Train and direct workers engaged in developing and producing advertisements.EstimateNo public source provides a precise figure. This is our estimate. | 7% | 28% | +2 |
Contact organizations to explain services and facilities offered.EstimateNo public source provides a precise figure. This is our estimate. | 6% | 28% | +1.7 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source provides a precise figure. This is our estimate. | 39% | 28% | +10.9 |
| Total | 100% | 30% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- produce statistical financial records
- comply with food safety and hygiene
- implement marketing strategies
- monitor financial accounts
- manage staff
- analyse booking patterns
- think analytically
- develop financial statistics reports
- apply numeracy skills
- forecast occupancy demand
Sources for this job· O*NET 11-2011.00· ESCO/ISCO 2431