Perception Machine Learning Engineer – ADAS
Lucid Motorsabout 2 hours ago
Southfield, MI, USAMid Level / Senior
Responsibilities
- Develop and optimize perception algorithms for autonomous driving systems 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 for seamless integration and implementation.
- Test, release, and deploy perception algorithms into production programs.
- Support validation and verification of algorithms using prototype and pre-production vehicles.
- Propose innovative software algorithms to enhance autonomous driving capabilities.
Requirements
- Strong theoretical foundations in deep learning algorithms, including object detection, tracking, and segmentation.
- Proficient in Python with a focus on clean, efficient, and scalable software development.
- Experience with large codebases and debugging complex machine learning models.
- Familiarity with PyTorch or other ML frameworks like TensorFlow or MXNet.
- Ability to design evaluation pipelines to unit-test ML models under diverse conditions.
- Excellent communication skills and a strong team player.
- Bachelor’s degree in a relevant engineering field or a Ph.D. for senior positions.
- Minimum of 3 years of relevant work experience or advanced degrees preferred.
Benefits
- Comprehensive medical, dental, and vision insurance.
- Life and disability coverage.
- Paid time off and holidays.
- 401(k) retirement plan.
- Participation in equity program and discretionary annual cash incentive program.