Senior Machine Learning Engineer

Job Summary

A company is looking for a Sr Machine Learning Engineer to optimize training, inference, and Retrieval-Augmented Generation (RAG) pipelines for high-performance AI applications.

Key Responsibilities

• Design and implement integration of data ingestion and streaming pipelines with open-source tools
• Optimize training and inference processes, including asynchronous checkpointing and K-V caching
• Guide the integration of MLFlow for comprehensive experiment tracking and model deployment

Qualifications

• Bachelor's or Master's degree in Computer Science, Data Science, Machine Learning, or related fields
• 5+ years of experience in machine learning operations (MLOps) or related roles
• Proven expertise in building and scaling AI/ML pipelines
• Strong understanding of machine learning frameworks and libraries
• Experience in deploying open-source vector databases at scale