Senior / Staff Software Engineer- Unified Modeling (Machine Learning - Perception)

Job description

Job responsibilities

• Develop spatio-temporal machine learning models for detection, multi-sensor fusion, segmentation, etc.
• Read literature, analyze raw data, and design state-of-the-art solutions
• Transition solutions from the lab to the test track and public roads to ensure successful production-level implementation.
• Collaborate with perception experts and experienced roboticists on algorithm design, prototyping, testing, deployment, and productization
• Build and maintain industry-leading software practices and principles
• Develop clean and efficient software for perception modules interfacing with other key modules
• Show initiative and be a valued team member in a fast-paced, innovative, and entrepreneurial environment

Job requirements

• A Bachelor's or Master's Degree in Computer Engineering, Computer Science, Electrical Engineering, Robotics, or a related field plus 7 years of industry experience.
• Expert-level knowledge and experience in machine learning, with a proven track record of developing and deploying deep learning solutions using PyTorch, Tensorflow, or similar frameworks
• Experience in developing perception systems using sensors such as Camera, Radar, and LiDAR
• Strong experience in computer vision, perception, and point cloud processing
• Proven experience in shipping computer vision software products to industry or consumers
• At least 5 years of development experience in Python/C++ environments.