Required CertificationsAWS Certified Machine Learning Engineer – Associate
Role requirements
5+ years of experience building, training, and deploying enterprise-grade ML models in production. Deep expertise in Amazon SageMaker, MLOps pipelines, and implementing secure, scalable AI solutions for business applications.
Technical requirements
MLOps: Amazon SageMaker (Studio, Pipelines, Feature Store, Model Monitor, Clarify)
Generative AI: AWS Bedrock, LangChain, LlamaIndex, Vector DBs (Pinecone, Milvus, or OpenSearch)
DevOps/Deployment: Docker, Kubernetes (EKS), AWS Lambda, AWS Step Functions
Languages: Python (Expert), SQL, PyTorch/TensorFlow
Focus areas
AWSMachine LearningSageMaker
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