New Senior Staff Technical Lead Manager, ML Fundamentals

The ML Fundamentals team develops the core tooling to empower ML engineers to operate faster and more reliably. The ML Fundamentals team is responsible for the key building blocks that power ML training, model acceleration, model deployment, and ML overall developer experience. As the ML Fundamentals TLM, you will drive the vision and lead development of the key tools that power ML development at Stack. Lead a team of engineers to develop critical ML tooling and algorithms to 1) support autonomous driving development and release, 2) increase training and inference performance and reliability; and 3) optimize the ML development lifecycle. Set the technical direction for the team, and work cross-functionally to develop tooling that improves safety. Partner with other teams across the company to identify key requirements, dependencies, and prioritize the key use cases that support business outcomes. Define the strategy and optimize cloud resource utilization at Stack, focusing on maximizing ML training performance. Proactively identify bottlenecks and limitations in ML developer efficiency and product quality across the company, and develop novel solutions to improve dev iteration speed and safety/reliability. Drive execution of the team’s roadmap, review their code and SW architecture, and deliver features in lockstep with key partners.