ML certification (AWS Certified Machine Learning Specialty or equivalent, Containers, Cloudformation, Kubernetes, Terraform, Docker, Amazon SageMaker, Microservices architectures, Amazon Bedrock, Agentic workflows, Infrastructure-as-code, RAG architectures, DevSecOps tooling, AI/ML fundamentals, Prompt engineering, CI/CD pipelines

Agile, Scrum, AWS, Azure, Gcp, Machine Learning, Analytics