Remote Sr. Machine Learning Engineer, Prediction

Description:

• Serve Robotics is seeking a Sr. Machine Learning Engineer for their prediction pipeline team, focusing on developing reliable sidewalk autonomy software.
• The role involves applying advanced machine learning techniques to refine agent prediction models using point cloud data (LiDAR/Radar) and camera data.
• Key responsibilities include developing and maintaining prediction pipelines, researching and implementing state-of-the-art algorithms for 3D perception, conducting ablation studies, curating real-world datasets, analyzing performance metrics, and collaborating with cross-functional teams.
• The company is committed to solving real-world problems through robotics, machine learning, and computer vision, with a focus on user experience.

Requirements:

• A Master’s degree in Computer Science, Robotics, Electrical Engineering, or a related field is required, along with 3+ years of industry experience in building perception and prediction modules for robotics or autonomous vehicles.
• Candidates must have hands-on experience with machine learning frameworks such as TensorFlow and PyTorch.
• Exposure to state-of-the-art research or publications in perception and prediction approaches is necessary.
• A strong background in sensor fusion, particularly with lidar and camera, and computer vision related to 3D perception and spatio-temporal tracking is essential.
• A proven track record of building machine learning pipelines and deploying models in production is required.
• Proficiency in Python and C++ is mandatory, with a high standard for writing production-quality code.
• Experience with large-scale real-world dataset curation and management is also required.

Benefits:

• The position offers the opportunity to work remotely from the USA, Calgary, or Toronto.
• Employees will be part of a diverse and agile team of tech industry veterans dedicated to building innovative solutions.
• The role provides a chance to contribute to cutting-edge technology in robotics and machine learning, impacting urban delivery systems.
• Serve Robotics fosters a collaborative and respectful work environment, encouraging team members to solve complex problems together.