Staff/ Senior Machine Learning Engineer, Data Infrastructure

Design and evolve a large-scale offline data platform that generates training datasets and orchestrates reliable multi-stage ML workflows. Build batch and streaming data infrastructure using distributed systems, integrate with orchestration tools, and improve reproducibility via validation, monitoring, and automated testing. Optimize distributed compute performance and cost, partner with ML engineers on experimentation and model iteration, and lead architectural improvements for scalability and reliability.