Software Engineer/Data Scientist, Large Model Evaluation
Waymo
about 2 months ago
Mountain View, CA, USA or San Francisco, CA, USA
Mid Level / Senior
H1B Sponsor
Base Salary
$170k - $216k/yr
Responsibilities
- Develop novel metrics and sampling techniques to measure driving trajectories from ML models.
- Employ creative simulation strategies to assess generative AI model performance.
- Build data pipelines for signal discovery, data labeling, feature extraction, and metric computation.
- Conduct data analysis to diagnose regressions in ML models.
- Collaborate with engineering and research teams on large-scale ML models.
Requirements
- BS/MS/PhD in Computer Science, Machine Learning, Robotics, Statistics, Physics, Math, or a related quantitative field.
- Proficiency in programming with Python or C++.
- Knowledge of AI fundamentals, including transformer architectures and distillation techniques.
- Demonstrated experience in creative problem solving and rigorous data analysis.
Benefits
- Eligible for Waymo's discretionary annual bonus program.
- Participation in equity incentive plan.
- Generous company benefits program.
Tech Stack
C++PythonPyTorchTensorFlow
Categories
AI & MLData Science