IS WORK OVER?

Automation index

How much of a Software architect’s job can AI already do?

A diagram and an ADR come earlier. A system that holds, and a team that gets it, do not.

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

Task comparison

Software architect

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
Diagrams, ADRs and proofs of concept.
Estimate

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

18%40%+7.2
Review PRs, APIs and boundaries.
Estimate

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

16%32%+5.1
Team, product and trade-offs.
Estimate

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

18%22%+4
Big incidents and technical debt.
Estimate

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

16%18%+2.9
Security, cost and observability.
Estimate

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

16%16%+2.6
Not designing a castle nobody can run.
Estimate

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

16%14%+2.2
Total100%24%

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

Skills and activities

  • write code
  • programming
  • software development
  • coding
  • debug code
  • building plans
  • renders
  • sign a project
  • Diagrams, ADRs and proofs of concept
  • Review PRs, APIs and boundaries

Sources for this job· O*NET 15-1252.00· ESCO/ISCO 2511

Pharmacovigilance officer

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
Case, the file and MedDRA.
Estimate

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

18%48%+8.6
Seriousness, the link and the one that does not fit.
Estimate

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

16%40%+6.4
File, the AEMPS deadline and not delaying.
Estimate

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

16%22%+3.5
Signal, the aggregate and not playing it down.
Estimate

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

16%28%+4.5
The doctor, the ADR and not arguing the story.
Estimate

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

18%14%+2.5
If it is serious, call it. And not staying quiet.
Estimate

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

16%12%+1.9
Total100%27%

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

Skills and activities

  • ADR
  • MedDRA
  • AEMPS
  • safety signals
  • seriousness
  • causality
  • case files
  • regulatory deadlines

Sources for this job· O*NET 29-1051.00· ESCO/ISCO 2262

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