Autonomous Perception ML Engineer

Lucid Motors; Southfield (MI); On-site; USD 120,000 - 180,000; Full time

Benefits offered by this job

Equity program

Annual incentive plan

Paid time off

401(k) retirement plan

Job summary

Lucid Motors in Southfield, MI, seeks an experienced AI/ML engineer to advance perception algorithms for autonomous driving. You will develop deep learning models, test in real-world settings, and collaborate with cross-functional teams to deploy robust software in production vehicles.

The role emphasizes Python, PyTorch, C++, and BEV transformer models within an automotive context, requiring at least 3 years of relevant experience or a PhD.

Qualifications

• Strong foundations in deep learning for object detection, tracking, and segmentation.
• Proficient in Python with clean, scalable software development.
• Experience with large codebases and debugging ML models.
• Experience with PyTorch or other ML frameworks (TensorFlow, MXNet).
• Ability to design and construct evaluation pipelines to unit-test ML models under diverse conditions.
• Excellent communication skills and strong teamwork.
• Bachelor's degree in Computer/Electrical/Automotive Engineering or related field.
• Minimum of 3 years of relevant work experience, or a PhD in a related field for a senior position.
• Advanced degrees are preferred.
• Experience in Automotive/Autonomous Driving background.

Responsibilities

• Develop and optimize perception algorithms for autonomous driving systems using camera and LiDAR data.
• Design and implement cutting-edge deep learning models for 2D/3D object detection, segmentation, and tracking.
• Research BEV-based transformer models for perception tasks and integrate into production pipelines.
• Collaborate with cross-functional teams to ensure seamless integration and robust implementation.
• Test, release, and deploy perception algorithms into Lucid production programs.
• Support validation and verification of perception algorithms using prototype and pre-production vehicles.
• Propose innovative software algorithms to enhance future autonomous driving capabilities.

Skills

Deep learning

Python

PyTorch

TensorFlow

C++

BEV transformer models

Autonomous driving experience

Good communication

Education

Bachelor's degree in Computer Engineering, Electrical Engineering, Automotive Engineering, or related field

PhD in a related field (senior position)

Tools

PyTorch

TensorFlow

MXNet

Job description

Lucid Motors in Southfield, MI, seeks an experienced AI/ML engineer to advance perception algorithms for autonomous driving. You will develop deep learning models, test in real-world settings, and collaborate with cross-functional teams to deploy robust software in production vehicles.

The role emphasizes Python, PyTorch, C++, and BEV transformer models within an automotive context, requiring at least 3 years of relevant experience or a PhD.