Perception Machine Learning Engineer – ADAS
Lucid Motors6 hours ago
Southfield, MI, USAMid Level
H1B sponsor
Responsibilities
- Develop and optimize perception algorithms for autonomous driving using camera and LiDAR data.
- Design and implement deep-learning algorithms for 2D/3D object detection, segmentation, tracking, and multi-task learning.
- Research and integrate BEV-based transformer models for perception tasks.
- Collaborate with cross-functional teams to integrate and robustly implement perception software.
- Test, release, and deploy perception algorithms into Lucid production programs.
- Support validation and verification using prototype and pre-production vehicles.
- Design evaluation pipelines to unit-test ML models under diverse conditions and environments.
- Propose software algorithms to improve future autonomous driving capabilities.
Requirements
- Bachelor’s degree in Computer Engineering, Electrical Engineering, Automotive Engineering, Mechanical Engineering, or a related field.
- Minimum of 3 years of relevant work experience, or a Ph.D. in a related field for a senior position.
- Strong theoretical foundations in deep-learning algorithms, including object detection, tracking, and segmentation.
- Proficiency in Python and experience with large codebases and complex machine-learning models.
- Experience with PyTorch or another ML framework such as TensorFlow or MXNet.
- Experience in automotive or autonomous driving.
- Preferred experience developing BEV transformer models for perception.
- Preferred proficiency in C++ and experience writing efficient, maintainable code.
- Preferred experience testing and validating perception systems in real-world conditions.
- Preferred experience with component and system integration, testing, and verification at system and vehicle levels.
- Strong communication and teamwork skills.
Benefits
- Medical, dental, and vision insurance.
- Life and disability coverage.
- Paid time off, paid holidays, and paid sick leave.
- 401(k) retirement plan.
- Eligible employees may participate in Lucid’s equity program and/or discretionary annual cash incentive program.
- The role is salaried or hourly depending on classification; salaried/exempt employees may accrue up to 160 hours of paid time off and hourly/non-exempt employees up to 120 hours.
Categories
ML EngineeringRobotics
About Lucid Motors
Lucid Motors designs, manufactures, and sells premium electric vehicles, including the Lucid Air sedan and Gravity SUV, built on its in-house EV platform. The public company, founded in 2016 and headquartered in Newark, California, sells directly through its website and showrooms and operates manufacturing in Arizona. It also supplies powertrain technology to other automakers and develops software and driver-assistance features for its vehicles.