Machine Learning Lead Analyst

Key Skills: AI/MLOps, End-to-End Model Lifecycle Management, CI/CD & MLOps, CI/CD For Mlops, Apache Kafka +AWS, Amazon AWS (Redshift, Glue, EMR, S3), Application Development

Roles and Responsibilities:

• Design and manage cloud infrastructure using AWS services including EKS, EC2, SageMaker, Lambda, and S3.
• Automate cloud provisioning and configuration using Terraform and Infrastructure-as-Code (IaC) best practices.
• Build and maintain CI/CD pipelines for ML model deployment using GitHub Actions, Jenkins, or AWS CodePipeline.
• Monitor and optimize ML workflows (e.g., Databricks) for performance, scalability, and reliability.
• Collaborate with data scientists and product teams to operationalize ML models and integrate them into production systems.
• Develop APIs for model serving using FastAPI, supporting synchronous, asynchronous, and streaming inference.
• Apply software engineer...