Automation index
How much of a Cloud architect’s job can AI already do?
A diagram and sample Terraform come out. Signing a design that costs €40k a month does not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Cloud architect
28%
AI can already do 28% of this job.
#82 / 623
View rankingCloud 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 a first IaC pass.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 48% | +10.6 |
Cost estimate, Well-Architected and gaps.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 40% | +7.2 |
Review PRs, security and network.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 20% | +3.2 |
Align with security, finops and product.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 15% | +2.4 |
PoCs, real failures and vendor limits.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 18% | +2.5 |
Sign the design and own the incident.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 14% | +2 |
| Total | 100% | 28% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- building plans
- renders
- sign a project
- Diagrams, ADRs and a first IaC pass
- Cost estimate, Well-Architected and gaps
- Review PRs, security and network
- Align with security, finops and product
- PoCs, real failures and vendor limits
- Sign the design and own the incident
- arquitecto cloud
Sources for this job· O*NET 15-1243.01· ESCO/ISCO 2511
IS WORK OVER?
Airline pilot
19%
#523 / 623
View rankingAirline pilot
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 |
|---|---|---|---|
Prepare flight plan, fuel and NOTAMs.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 40% | +7.2 |
Weather and company briefing.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 32% | +4.5 |
Flying: take-off, cruise and landing.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 8% | +1.8 |
Failures, diversions and emergencies.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
Coordination with ATC, cabin and ground.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 10% | +1.6 |
Reports, logbook and fatigue compliance.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 15% | +2.1 |
| Total | 100% | 19% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Prepare flight plan, fuel and NOTAMs
- Weather and company briefing
- Flying: take-off, cruise and landing
- Failures, diversions and emergencies
- Coordination with ATC, cabin and ground
- Reports, logbook and fatigue compliance
- piloto
- pilot
- aviacion
- comandante de aeronave
Sources for this job· O*NET 53-2011.00· ESCO/ISCO 3153