waymo
Machine Learning Engineer Perception LLM/VLM (PhD, New Grad)
Mountain View, CA USA; San Francisco, CA USA;From $216kentryAdded 2 days ago
About this role
Waymo seeks a Machine Learning Engineer with a focus on perception models for autonomous driving. The role involves designing pre-training pipelines, conducting research on integration of diverse data, and evaluating performance metrics for models in real-world scenarios.
What you'll do
- Design and optimize pre-training pipelines for VLM models
- Research novel techniques for integrating multimodal data
- Develop metrics for evaluating pre-trained models
- Stay updated on advancements in LLM and VLM technology
- Translate research findings into production systems
What they're looking for
- Expertise in LLM/VLM pre-training
- Proficiency in Python
- Experience with Jax, TensorFlow, or PyTorch
- Hands-on model deployment experience
- Knowledge of continual learning techniques
- Familiarity with autonomous vehicle perception
Benefits
- Discretionary annual bonus program
- Equity incentive plan
- Generous company benefits
- Opportunity for career growth
- Access to extensive driving data for research
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