Machine Learning Engineer – Perception, Offline Driving Intelligence
Zoox
full-time
Posted on:
Location Type: Hybrid
Location: Boston • Massachusetts • 🇺🇸 United States
Visit company websiteSalary
💰 $179,000 - $245,000 per year
Job Level
Mid-LevelSenior
Tech Stack
NumpyPythonPyTorch
About the role
- Develop multimodal large language models that enhance our robotaxis' understanding of complex urban environments
- Implement model architectures and sophisticated training techniques
- Build large high quality datasets leveraging all the inputs from our sensor stack and the overall large scale data we have at Zoox.
- Drive end-to-end ML solutions from research to production, utilizing Zoox's extensive data pipelines and infrastructure to improve autonomous driving capabilities.
- Collaborate with perception, planning, safety, and systems teams to integrate your models into the vehicle's decision-making pipeline.
- Validate and optimize your solutions using real-world driving scenarios, directly contributing to the safety and reliability of Zoox's autonomous system
Requirements
- MS or PhD in Computer Science, Machine Learning, or related technical field
- Demonstrated experience training and deploying large language models (LLMs)
- Experience building and maintaining ML training pipelines, including data preprocessing, model training, and evaluation
- Proficiency in Python and ML libraries (PyTorch, NumPy) demonstrated through professional or research projects
- Experience training models with large scale data.
Benefits
- 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
- Life insurance
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard skills
large language modelsmodel architecturestraining techniquesML training pipelinesdata preprocessingmodel trainingmodel evaluationPythonPyTorchNumPy
Soft skills
collaborationproblem-solvingcommunication
Certifications
MS in Computer SciencePhD in Computer ScienceMachine Learning certification