Senior Machine Learning Engineer for Autonomous Driving
4 weeks ago
Waymo is a leading autonomous driving technology company with a mission to create the most trusted driver. Our team is dedicated to building the Waymo Driver, a cutting-edge technology that improves access to mobility while saving thousands of lives lost to traffic crashes.
The Waymo ML Infrastructure team is responsible for developing models in Perception and Planning that are core to our autonomous driving software. We work closely with Research and Production teams to ensure our partners receive the best solutions for the entire model development lifecycle.
We develop a set of libraries and tools that enhance TensorFlow and JAX, addressing scalability, reliability, and performance challenges faced by Waymo's ML practitioners. Our team is passionate about increasing ML accelerator efficiency, fine-tuning multimodal LLMs for autonomous driving tasks, and validating newly trained DNNs when deployed into the full onboard software stack.
Key Responsibilities:- Develop infrastructure components necessary for distributed training
- Implement automation solutions for provisioning, deployment, monitoring, and scaling of distributed training infrastructure
- Monitor system health, diagnose, and perform routine maintenance tasks to ensure the reliability of the distributed training infrastructure
- Identify performance bottlenecks and optimization opportunities
- Improve the developer experience and performance of our scalable ML framework
- Bachelor's degree in Computer Science, Engineering, or related field, or 4+ years equivalent experience
- Experience building distributed systems for production environments
- Solid Python or C++ skills
- Prior experience with Machine Learning frameworks (e.g., TensorFlow, PyTorch) and distributed training algorithms
- Practical familiarity using ML accelerator profiling tools to uncover performance bottlenecks
- Experience deploying and managing distributed systems in cloud environments
- Knowledge of optimization and deep learning algorithms
Waymo employees are eligible to participate in our discretionary annual bonus program, equity incentive plan, and generous Company benefits program, subject to eligibility requirements.
Salary Range: $192,000 - $243,000 USD
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