Principal Machine Learning Engineer- Perception
MotionalSalary not specified
- Full Time
- Junior (1 to 2 years)
$180,000 – $289,000Compensation
Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
AI & Machine Learning, Robotics & AutomationIndustries
Requirements
Candidates must possess a Master's degree or PhD in computer science or a related field and have 8 or more years of relevant experience. Proficiency in C++ and/or Python is required, along with experience in modern computer vision techniques and machine learning. Extensive programming and algorithm design experience, as well as the ability to handle large data sets efficiently, is essential. A demonstrated capability to create functional systems addressing complex perception tasks is also necessary.
Responsibilities
The Senior/Staff Machine Learning Engineer will train machine learning models and explore state-of-the-art approaches, including ablations and modifications of existing models. They will document experimental outcomes and work towards deploying these models into Zoox robots. Collaboration with various teams, including Machine Learning Optimization, Data Labeling, Verification and Validation, Motion Planning and Controls, and Prediction and Behavior, is crucial to ensure successful project outcomes for Zoox releases.
Skills
C++
Python
Computer Vision
Machine Learning
Algorithm Design
Data Sets
Neural Networks
Vision Transformers
Sensor Fusion
LiDAR
Camera
Radar
Zoox
Develops autonomous electric ride-hailing vehicles
About Zoox
Zoox focuses on creating a fully integrated autonomous ride-hailing service designed specifically for urban transportation. Unlike other companies that modify existing vehicles for self-driving capabilities, Zoox has engineered its own vehicle from the ground up, optimizing it for safety, efficiency, and passenger comfort. The vehicle features advanced sensors, cameras, and AI systems that allow it to navigate complex city environments. It can carry up to four passengers in a spacious interior, ensuring a pleasant ride experience. Safety is paramount, with rigorous testing and collaboration with regulatory bodies to meet high standards. Additionally, Zoox's vehicles are fully electric, promoting sustainability by reducing emissions. The company also develops a user-friendly ride-hailing platform that uses data analytics to improve routing and reduce wait times. Zoox aims to enhance urban mobility while prioritizing safety and environmental responsibility.
Key Metrics
Menlo Park, CaliforniaHeadquarters
2014Year Founded
$1,206.2MTotal Funding
ACQUISITIONCompany Stage
Automotive & Transportation, Energy, AI & Machine LearningIndustries
1,001-5,000Employees