Senior Software Engineer, Machine Learning, Calibration

Who you are

You have a strong background in machine learning and robotics, with hands-on experience in developing and implementing algorithms for sensor calibration. Your expertise includes working with various sensor data types such as IMU, camera, lidar, and radar. You are familiar with classical state estimation techniques and have a solid understanding of non-linear least-squares optimization and lie algebra. You thrive in collaborative environments and are passionate about advancing autonomous vehicle technology.

You possess excellent analytical skills, allowing you to assess the accuracy and performance of state estimation and calibration algorithms effectively. Your experience in research and development equips you with the ability to innovate and improve existing methodologies. You are comfortable working cross-functionally, collaborating with other teams to integrate calibration pipelines into autonomy systems.

You are a proactive problem solver who enjoys tackling complex challenges in the field of autonomous vehicles. Your ability to communicate technical concepts clearly makes you an effective team member, and you are committed to fostering an inclusive workplace.

Desirable

Experience with advanced machine learning frameworks and tools is a plus. Familiarity with real-time data processing and performance optimization techniques will enhance your contributions to the team. A background in software development practices, including version control and testing, will be beneficial in this role.

What you'll do

As a Senior Machine Learning Engineer at Nuro, you will research and develop state-of-the-art algorithms for sensor calibration, combining classic robotics principles with modern machine learning techniques. You will analyze and characterize the performance of these algorithms, ensuring they meet the high standards required for autonomous systems. Your work will involve integrating calibration pipelines into the overall autonomy system, where you will monitor and analyze onboard performance and resource utilization.

You will collaborate closely with cross-functional teams, sharing insights and findings to enhance the overall system's capabilities. Your role will require you to stay updated on the latest advancements in machine learning and robotics, applying this knowledge to improve existing processes and methodologies. You will also contribute to the development of best practices within the team, helping to mentor junior engineers and foster a culture of continuous learning.

What we offer

Nuro provides a dynamic work environment where innovation is encouraged, and your contributions will directly impact the future of autonomous technology. You will have the opportunity to work with cutting-edge AI and automotive-grade hardware, contributing to projects that aim to make autonomy accessible to all. We value diversity and inclusion, ensuring that all employees feel safe and supported in their roles. Join us in our mission to empower a safer, richer, and more connected future through self-driving technology.