Automation index
Can AI do the work of a Cloud architect?
A diagram and sample Terraform come out. Signing a design that costs €40k a month does not.
It also does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Cloud architect
28%
AI or a robot can already do 28% of this job.
#51 / 103
View rankingCloud architect
Where the time goes
Score = Σ (weight × saving). Weight is our estimate from frequency, not a time share published by O*NET. Saving is separate.
Weights are our estimate from O*NET frequency (FT). O*NET does not publish % of the week.
| Task | Share | AI | Adds |
|---|---|---|---|
Diagrams, ADRs and a first IaC pass.EstimateNo public source pins this saving. It is an estimate of the method. | 22% | 48% | +10.6 |
Cost estimate, Well-Architected and gaps.EstimateNo public source pins this saving. It is an estimate of the method. | 18% | 40% | +7.2 |
Review PRs, security and network.EstimateNo public source pins this saving. It is an estimate of the method. | 16% | 20% | +3.2 |
Align with security, finops and product.EstimateNo public source pins this saving. It is an estimate of the method. | 16% | 15% | +2.4 |
PoCs, real failures and vendor limits.EstimateNo public source pins this saving. It is an estimate of the method. | 14% | 18% | +2.5 |
Sign the design and own the incident.EstimateNo public source pins this saving. It is an estimate of the method. | 14% | 14% | +2 |
| Total | 100% | 28% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- 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?
Logistics coordinator
28%
#56 / 103
View rankingLogistics coordinator
Where the time goes
Score = Σ (weight × saving). Weight is our estimate from frequency, not a time share published by O*NET. Saving is separate.
Weights are our estimate from O*NET frequency (FT). O*NET does not publish % of the week.
| Task | Share | AI | Adds |
|---|---|---|---|
Maintain and develop positive business relationships with a customer's key personnel involved in, or directly relevant to, a logistics activity.EstimateNo public source pins this saving. It is an estimate of the method. | 11% | 28% | +3.1 |
Develop an understanding of customers' needs and take actions to ensure that such needs are met.EstimateNo public source pins this saving. It is an estimate of the method. | 10% | 28% | +2.8 |
Direct availability and allocation of materials, supplies, and finished products.EstimateNo public source pins this saving. It is an estimate of the method. | 9% | 28% | +2.5 |
Direct team activities, establishing task priorities, scheduling and tracking work assignments, providing guidance, and ensuring the availability of resources.EstimateNo public source pins this saving. It is an estimate of the method. | 8% | 28% | +2.2 |
Protect and control proprietary materials.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 28% | +2 |
Explain proposed solutions to customers, management, or other interested parties through written proposals and oral presentations.EstimateNo public source pins this saving. It is an estimate of the method. | 5% | 22% | +1.1 |
Manage subcontractor activities, reviewing proposals, developing performance specifications, and serving as liaisons between subcontractors and organizations.EstimateNo public source pins this saving. It is an estimate of the method. | 5% | 28% | +1.4 |
Perform managerial duties such as hiring and training employees and overseeing facility needs or requirements.EstimateNo public source pins this saving. It is an estimate of the method. | 5% | 28% | +1.4 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source pins this saving. It is an estimate of the method. | 40% | 28% | +11.2 |
| Total | 100% | 28% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- multimodal transport logistics
- markets for modes of transport
- comply with railway safety standards
- resolve shipment issues
- track shipments
- use different communication channels
- handle shipment risks
- negotiate logistics services
- analyse transportation costs
- apply transportation management concepts
Sources for this job· O*NET 13-1081.00· ESCO/ISCO 4323