Staff Software Engineer - ML
January 31
🏡 Remote – New York
Description
• 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 roboticist 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
Requirements
• Bachelor's degree in Computer Engineering, Computer Science, Electrical Engineering, Robotics or a related field and 7+ years of relevant experience (or Master's degree and 5+ years of relevant experience, or PhD and 2+ years of relevant 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 Nice to have: • Ph.D. with machine learning focus, or equivalent experience • Experience developing and deploying temporal computer vision models (for instance, video activity recognition or using multiple frames for improved results on other tasks)
Benefits
• Competitive compensation packages • High-quality individual and family medical, dental, and vision insurance • Health savings account with available employer match • Employer-matched 401(k) retirement plan with immediate vesting • Employer-paid group term life insurance and the option to elect voluntary life insurance • Paid parental leave • Paid medical leave • Unlimited vacation • 15 paid holidays • Complimentary daily lunches, beverages, and snacks for onsite employees • Pre-tax spending accounts for healthcare and dependent care expenses • Pre-tax commuter benefits • Monthly wellness stipend • Adoption/Surrogacy support program • Backup child and elder care program • Professional development reimbursement • Employee assistance program • Discounted programs that include legal services, identity theft protection, pet insurance, and more • Company and team bonding outlets: employee resource groups, quarterly team activity stipend, and wellness initiatives
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