HIH - MLOps Lead Engineer

HIH – Machine Learning Lead Analyst

Band 3 Senior Contributor Career Track Role.

Responsibilities

• Design and manage cloud infrastructure using AWS services such as EKS, EC2, SageMaker, Lambda, and S3.
• Automate cloud resource provisioning and configuration using Terraform and Infrastructure as Code (IaC) best practices.
• Implement CI/CD pipelines for ML model deployment using GitHub Actions, Jenkins, or AWS CodePipeline.
• Monitor and optimize ML workflows in Databricks, ensuring performance, scalability, and reliability.
• Collaborate with data scientists and product teams to operationalize ML models and integrate them into production systems.
• Develop robust APIs for model serving using FastAPI, supporting synchronous, asynchronous, and streaming inference.
• Build and maintain front-end interfaces using React to visualize model outputs, monitor pipeline health, and support user interaction wit...