System Design Matrix for AI-Driven Teams and Soft Skills Development
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Category
Associate
Mid
Senior
Staff
System Design
Architecture & Service Boundaries
System Design
Scalability & Performance
System Design
Reliability & Fault Tolerance
System Design
Data Design & Consistency
System Design
Security & Risk Management
System Design
Deployment, Observability & Operability
System Design
AI Feature Integration
Soft Skills
Connecting Context & Taking Ownership
Soft Skills
Communication With Stakeholders
Soft Skills
Decision Making Under Uncertainty
Soft Skills
Asking the Right Questions