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✅ Must‑Have Skills
Python (Advanced), FASTAPI
Generative AI & Agentic AI (LLMs, AI Agents, orchestration frameworks)
AWS (ECS/EKS, Lambda, S3, DynamoDB, SageMaker)
Distributed systems, microservices, API architecture
DevOps/MLOps fundamentals (CI/CD, monitoring)
System design, scalability, security, cloud architecture
✨ Good‑to‑Have Skills
Docker, Kubernetes
Event‑driven architecture
MLflow, Kubeflow, Vertex AI
Data governance, privacy, and compliance in AI systems
LangChain, LlamaIndex, or other AI frameworks