Foundation Model Data, Software Engineer
Core
Build and operate petabyte-scale data systems and ML pipelines to shepherd foundation models from research prototypes to robust components in the Waymo Driver.
Role type
Senior IC machine-learning infrastructure engineer (autonomous driving)
Builds
Production foundation models and data infrastructure for the Waymo Driver
Domain
Autonomous driving / Machine Learning
Deliverable
production ML models
Required skills
Python, C++, large-scale data pipeline development, ML infrastructure, complex codebase development
Preferred skills
distributed systems design, MLOps platforms, deep learning frameworks, AV planning research, data curation, multimodal experience
Technologies
Flume, Beam, JAX, Spark, Borg, Kubeflow, PyTorch, TensorFlow
Responsibilities
Build and operate petabyte-scale data systems and ML pipelines; shepherd foundation models from research to production; develop automated high-performance infrastructure; process massive datasets for training and deployment; drive efficiency in the ML development lifecycle; partner with AI experts to transform innovations into product improvements
Seniority
Senior, hands-on IC