IS WORK OVER?

Automation index

How much of a Administrative agent’s job can AI already do?

A form and an appointment come earlier. A file that actually goes through, and the client not coming back, do not.

This percentage does not predict how many people will lose their jobs.

Task comparison

Administrative agent

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.

TaskShareAIPoints
Forms, appointments and filings.
Estimate

No public source provides a precise figure. This is our estimate.

18%48%+8.6
Files, deadlines and requests.
Estimate

No public source provides a precise figure. This is our estimate.

16%28%+4.5
Serve the client and explain procedures.
Estimate

No public source provides a precise figure. This is our estimate.

16%22%+3.5
Tax, traffic, immigration and social security.
Estimate

No public source provides a precise figure. This is our estimate.

16%18%+2.9
Archive, copies and follow-up.
Estimate

No public source provides a precise figure. This is our estimate.

18%16%+2.9
Not missing a deadline that costs a car.
Estimate

No public source provides a precise figure. This is our estimate.

16%14%+2.2
Total100%25%

Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low

Skills and activities

  • Forms, appointments and filings
  • Files, deadlines and requests
  • Serve the client and explain procedures
  • Archive, copies and follow-up
  • Not missing a deadline that costs a car
  • gestor administrativo
  • gestoria
  • administrative agent

Sources for this job· O*NET 43-6011.00· ESCO/ISCO 3343

Prompt 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.

TaskShareAIPoints
Design prompts, tools and chains.
Estimate

No public source provides a precise figure. This is our estimate.

24%58%+13.9
Evals, datasets and regressions.
Estimate

No public source provides a precise figure. This is our estimate.

18%52%+9.4
Integrate with product and safety limits.
Estimate

No public source provides a precise figure. This is our estimate.

16%22%+3.5
Talk to the business about a good output.
Estimate

No public source provides a precise figure. This is our estimate.

16%18%+2.9
Watch hallucinations, bias and cost.
Estimate

No public source provides a precise figure. This is our estimate.

14%20%+2.8
Decide what the model gets, and what it does not.
Estimate

No public source provides a precise figure. This is our estimate.

12%16%+1.9
Total100%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

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