Building the next generation of ML data infra at Waymo to support the development of the foundation model
Requirements
- Proficiency in C++ or Python
- Experience in designing distributed systems processing data at scale
- Experience with designing & scaling ML data infra
- Experience with productionizing large scale inference workload
- Experience in building ML Infra for in the domain of autonomous driving
Responsibilities
- Manage the team that builds the next generation of ML data infra at Waymo, including feature store, data extraction framework, inference solution, and model distillation workflow
- Create the data flywheel for Waymo by ingesting driving data into ML data continuously
- Support the continuing scaling of Waymo’s ML data in support of the foundation model development
- Collaborate with ML modeling teams in understanding their data needs & design infra solutions that solve their problems
Other
- Master’s degree or PhD in Computer Science, Engineering, or a related technical field
- 10+ years of professional experience in the field of software engineering
- 3+ years of experience in team management role
- Strong communication skills
