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?
Social worker
29%
#74 / 623
View rankingSocial worker
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 |
|---|---|---|---|
Maintain case history records and prepare reports.EstimateNo public source provides a precise figure. This is our estimate. | 15% | 55% | +8.3 |
Counsel students whose behavior, school progress, or mental or physical impairment indicate a need for assistance, diagnosing students' problems and arranging for needed services.EstimateNo public source provides a precise figure. This is our estimate. | 10% | 22% | +2.2 |
Counsel individuals, groups, families, or communities regarding issues including mental health, poverty, unemployment, substance abuse, physical abuse, rehabilitation, social adjustment, child care, or medical care.EstimateNo public source provides a precise figure. This is our estimate. | 9% | 22% | +2 |
Consult with parents, teachers, and other school personnel to determine causes of problems, such as truancy and misbehavior, and to implement solutions.EstimateNo public source provides a precise figure. This is our estimate. | 9% | 22% | +2 |
Serve as liaisons between students, homes, schools, family services, child guidance clinics, courts, protective services, doctors, and other contacts to help children who face problems, such as disabilities, abuse, or poverty.EstimateNo public source provides a precise figure. This is our estimate. | 9% | 22% | +2 |
Develop and review service plans in consultation with clients and perform follow-ups assessing the quantity and quality of services provided.EstimateNo public source provides a precise figure. This is our estimate. | 8% | 28% | +2.2 |
Counsel parents with child rearing problems, interviewing the child and family to determine whether further action is required.EstimateNo public source provides a precise figure. This is our estimate. | 8% | 22% | +1.8 |
Interview clients individually, in families, or in groups, assessing their situations, capabilities, and problems to determine what services are required to meet their needs.EstimateNo public source provides a precise figure. This is our estimate. | 8% | 22% | +1.8 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source provides a precise figure. This is our estimate. | 24% | 28% | +6.7 |
| Total | 100% | 29% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- social work theory
- legal requirements in the social sector
- social sciences
- adolescent psychological development
- social justice
- company policies
- apply anti-oppressive practices
- provide social counselling
- work within communities
- assess the development of youth
Sources for this job· O*NET 21-1021.00· ESCO/ISCO 2635