ML Data Engineer

In this role, you'll design and scale the data and model-serving systems that keep Titan's AI platform fast, reliable, and production-ready. What you’ll do: Build and maintain APIs, microservices, and middleware layers to serve ML and LLM models at scale, ensuring high availability and low latency. Implement validation, observability, and monitoring frameworks for data and ML systems to ensure reliability, traceability, and performance. Continuously evaluate, refactor, and improve ETL and model serving pipelines for cost efficiency, speed, and reliability. Develop CI/CD pipelines for data workflows and model lifecycle management, including training, testing, deployment, and rollback.