Software Engineer (Data & ML) - Mountain View, CA
Mountain View, CAFull-TimeMid-levelSoftware Engineering
What you will be doing
- Deploy and optimize ML models across cloud, on-prem, and edge devices using TensorRT and CUDA.
- Profile, debug, and tune GPU performance; support CUDA kernels, TensorRT integration, and inference optimization.
- Build and maintain CI/CD and automated MLOps pipelines for training, evaluation, and deployment.
- Maintain data-collection vehicle integrity, ensuring reliable HW/SW integration of cameras, LiDAR, compute units, storage, and networking.
- Collaborate with the operations team to plan, support, and execute autonomous-driving data collection runs.
- Design and operate scalable data ingestion and ETL pipelines for large sensor datasets (camera, LiDAR, logs) while maintaining efficient structuring of high-volume perception data.
- Work with external annotation and labeling vendors, ensuring high-quality labels, smooth delivery, and label validation loops.
What You Have
- 5+ years industry experience (or 3+ with a Master’s) in software, ML, or robotics systems.
- Strong Python and C++ skills, with experience in PyTorch/TensorFlow and CUDA.
- Proven experience deploying and optimizing GPU inference (TensorRT, ONNX Runtime).
- Experience with large sensor datasets and building scalable data/ETL pipelines.
- Hands-on experience collecting data for robotics or perception systems (camera/LiDAR rigs, logging tools, HW/SW integration, field data workflows).
- Comfortable working with SQL/NoSQL datastores as part of data workflows.
- Experience collaborating with external labeling/annotation vendors.
- A strong, “can do” mindset which a commitment to owning and successfully executing high priority, high visibility initiatives
What’s in it for you:
- Be part of a fast-paced and dynamic team
- Very competitive compensation and meaningful stock grants
- Exceptional benefits: Medical, Dental, Vision, and more
- Unlimited PTO: We care about results, not punching timecards
