Mid Level Perception Machine Learning Algorithm Engineer

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Job Summary:

Lucid Motors is an automotive company that specializes in electric cars, seeking an experienced Perception Machine Learning Algorithm Engineer to join their ADAS/Autonomous Driving team. The role involves researching, designing, implementing, optimizing, and deploying machine learning models to advance perception algorithms for autonomous driving.

Responsibilities:

• Develop and optimize perception algorithms for Level 2/3 autonomous driving systems using camera and LiDAR data.

• Design and implement cutting-edge 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 ensure seamless integration and robust implementation.

• Test, release, and deploy perception algorithms into Lucid production programs.

• Support the validation and verification of perception algorithms using prototype and pre-production vehicles.

• Propose innovative software algorithms to enhance future autonomous driving capabilities.

Qualifications:

Required:

• Strong theoretical foundations and expertise in deep learning algorithms, including object detection, tracking, and segmentation.

• Proficient in Python with a focus on clean, efficient, and scalable software development.

• Comfortable working with large codebases and debugging complex machine learning models.

• Experience with PyTorch or other ML frameworks (e.g., Tensor Flow, MXNet).

• Ability to design and construct evaluation pipelines to unit-test ML models under diverse conditions and environments.

• Excellent communication skills and a strong team player.

• 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.

• Advanced degrees are preferred.

Preferred:

• Proficiency in C++ with experience writing efficient, maintainable code.

• Practical, hands-on approach to solving complex problems in autonomous driving.

• Experience in testing and validating perception systems in real-world conditions.

• Experience working in agile development teams.

• Expertise in component and system integration, testing, and verification at the system and vehicle levels.

Company:

Lucid Motors is an automotive company that specializes in electric cars. Founded in 2007, headquartered in Newark, California, USA, team size  employees, currently Public Company. Lucid Motors has a track record of offering H1B sponsor ships.

• Seniority level
  
  Mid-Senior level

• Employment type
  
  Full-time

• Industries Software Development

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Detroit, MI $-$ 2 weeks ago

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Detroit, MI $90,000.00-$ 2 weeks ago

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