Strong ML/data science or engineering background with production ML experience Engineering management and/or tech lead experience Expertise in high-availability systems Expertise in Python Expertise in ML pipelines Expertise in distributed systems Experience with MLOps Experience with ML systems Experience with large-scale internet-facing applications Strong communication skills Ability to prioritize and coordinate engineering team work