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
IS WORK OVER?
Software architect
24%
AI can already do 24% of this job.
#258 / 633
View rankingSoftware 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.
| Task | Share | AI | Points |
|---|---|---|---|
Diagrams, ADRs and proofs of concept.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 40% | +7.2 |
Review PRs, APIs and boundaries.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Team, product and trade-offs.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 22% | +4 |
Big incidents and technical debt.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Security, cost and observability.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 16% | +2.6 |
Not designing a castle nobody can run.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 14% | +2.2 |
| Total | 100% | 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
IS WORK OVER?
Dental hygienist
20%
#454 / 633
View rankingDental hygienist
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 |
|---|---|---|---|
Diary, charts and recall reminders.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Scaling, polish and periodontal probing.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 10% | +2.2 |
Teach brushing, diet and maintenance.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Support the dentist in clinic and X-ray.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Clinical notes and progress photos.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Sterilisation, bay and not infecting anyone.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 14% | +2 |
| Total | 100% | 20% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Diary, charts and recall reminders
- Scaling, polish and periodontal probing
- Teach brushing, diet and maintenance
- Support the dentist in clinic and X-ray
- Clinical notes and progress photos
- higienista dental
- dental hygienist
Sources for this job· O*NET 29-1292.00· ESCO/ISCO 2266