Senior ML Engineer

Job Summary

To support the development of autonomous vehicle technology, the full-time Senior ML Engineer will design, implement, and deploy 3D reconstruction and lane line detection modules, while working remotely and guiding team members in project execution.

Key responsibilities

• Design and deploy offline 3D reconstruction and lane line detection modules for high-quality annotation generation from sensor data
• Develop pose estimation algorithms to enhance localization, sensor fusion, and 3D scene reconstruction
• Lead project execution, mentoring less experienced team members and ensuring alignment across team interfaces

Required qualifications

• Bachelor's or Master's Degree in Computer Science, Robotics, Electrical Engineering, or a related technical field
• 6+ years of experience (or 3+ years with a Master's) in machine learning, particularly in lane line annotation and automatic mapping
• Familiarity with pose estimation and the latest lane line detection machine learning models
• Experience with 2D/3D Object Detection, Tracking, Sensor Fusion, or Semantic Segmentation
• Proficiency in Python software development and familiarity with distributed machine learning frameworks like PyTorch