Tech Lead Software Engineer, ML (Unified Model)

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Requirements:

• Bachelor's degree in Computer Engineering, Computer Science, Electrical Engineering, Robotics, or a related field and 7+ years of relevant experience.
• Master's degree with 5+ years of relevant experience, or a PhD with 2+ years of relevant experience.
• Expert-level knowledge and experience in machine learning, particularly with frameworks like PyTorch or TensorFlow.
• Experience in developing perception systems using sensors such as Camera, Radar, and LiDAR.
• Strong experience in computer vision, perception, and point cloud processing.
• At least 5 years of development experience in Python/C++ environments.

Responsibilities:

• Develop spatio-temporal machine learning models for various tasks such as detection and segmentation.
• Read literature, analyze raw data, and design state-of-the-art solutions.
• Transition solutions from the lab to the test track and public roads.
• Collaborate with experts on algorithm design, prototyping, testing, and productization.
• Build and maintain industry-leading software practices and principles.