Software Engineer - Perception Machine Learning Infrastructure
Foster City, CA
Zoox
We’re reinventing personal transportation—making the future safer, cleaner, and more enjoyable for everyone. This is on-demand autonomous ride-hailing.Responsibilities
- Develop and deploy scalable tools and services for our clients to handle machine learning training and inference
- Apply software engineering rigor and best practices to machine learning, including CI/CD, automation, Model Registry, etc
- Design the data pipelines and engineering infrastructure to support Zoox’s machine learning systems and data mining at scale
- Support model development, with an emphasis on auditability, versioning, and data traceability
- Facilitate the development and deployment of proof-of-concept machine learning systems
Qualifications
- Strong software engineering skills in complex, multi-language systems
- Fluency in Python
- Exposure to machine learning methodology and best practices
- 6+ years of professional software engineering experience
Bonus Qualifications
- Proficiency in SQL, Scala, and Spark
- Exposure to deep learning approaches and modeling frameworks (PyTorch, Tensorflow, Keras, etc.)
- Exposure to ML deployment tools such as ONNX, TensorRT, torchscript etc.
- Experience in using popular MLOPs frameworks like MLFlow, Weight & Biases
- Exposure to data analytics frameworks such as databricks, tableau etc
- Experience on Perception and AVs systems
- Experience developing with containers and Kubernetes in cloud computing environments
Zoox also offers a comprehensive package of benefits including paid time off (e.g. sick leave, vacation, bereavement), unpaid time off, Zoox Stock Appreciation Rights, Amazon RSUs, health insurance, long-term care insurance, long-term and short-term disability insurance, and life insurance.
Vaccine MandateEmployees working in this position will be required to have received a single dose of the J&J/Janssen COVID-19 vaccine OR have completed the two-dose Pfizer or Moderna vaccine series. In addition, employees will be required to receive a COVID-19 booster vaccine within two months of becoming eligible for the booster vaccine.
Employees will be required to show proof of vaccination status upon receipt of a conditional offer of employment. That offer of employment will be conditioned upon, among other things, an Applicant’s ability to show proof of vaccination status. Please note the Company provides reasonable accommodations in accordance with applicable state, federal, and local laws.
About ZooxZoox is developing the first ground-up, fully autonomous vehicle fleet and the supporting ecosystem required to bring this technology to market. Sitting at the intersection of robotics, machine learning, and design, Zoox aims to provide the next generation of mobility-as-a-service in urban environments. We’re looking for top talent that shares our passion and wants to be part of a fast-moving and highly execution-oriented team.
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A Final Note:You do not need to match every listed expectation to apply for this position. Here at Zoox, we know that diverse perspectives foster the innovation we need to be successful, and we are committed to building a team that encompasses a variety of backgrounds, experiences, and skills.
Tags: Autonomous Driving CI/CD Data Analytics Databricks Data Mining Data pipelines Deep Learning Engineering Keras Kubernetes Machine Learning MLFlow ML infrastructure ML models MLOps ONNX Pipelines Python PyTorch Robotics Scala Spark SQL Tableau TensorFlow TensorRT
Perks/benefits: Career development Equity Health care Insurance Salary bonus Signing bonus
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