Tech Lead Manager, ML Training Infrastructure

Who you are

You have extensive experience in machine learning and infrastructure, with a strong focus on quantized training and model compression. Your background includes leading teams and driving technical strategy, ensuring that your team stays ahead of emerging research and evaluates new methods effectively. You are passionate about optimizing ML infrastructure for real-time deployment on autonomous vehicles, and you thrive in collaborative environments where you can mentor engineers and researchers.

You possess a deep understanding of the challenges and opportunities in machine learning, particularly in the context of autonomous driving technologies. Your expertise allows you to establish telemetry systems that root-cause quality regressions in lower precision models, ensuring that the models deployed are both efficient and effective. You are committed to fostering an inclusive and psychologically safe environment for your team, understanding that diverse perspectives lead to better outcomes.

Desirable

Experience with autonomous vehicle technologies or related fields would be a significant advantage. Familiarity with state-of-the-art quantization techniques and a track record of successful project management in ML infrastructure will set you apart. You are also open to learning and adapting to new technologies and methodologies as they emerge in the fast-evolving field of machine learning.

What you'll do

As the Technical Lead Manager for Nuro's ML Training Infrastructure, you will set the technical direction for the team, guiding the adoption of cutting-edge quantization techniques that enhance model training efficiency. You will collaborate closely with research and product groups to ensure that the ML infrastructure is optimized for both innovative research and practical deployment in autonomous vehicles. Your role will involve mentoring a team of engineers and researchers, helping them grow their skills and advance their careers.

You will stay ahead of emerging research trends, evaluating new methods that can be integrated into the existing infrastructure. Establishing telemetry to monitor model performance and identify quality regressions will be a key responsibility, allowing you to ensure that the models deployed meet the highest standards of efficiency and effectiveness. You will also be involved in strategic discussions about the future direction of the ML infrastructure, contributing your insights and expertise to shape the team's goals and objectives.

What we offer

Nuro offers a dynamic work environment where innovation is at the forefront of our mission to make autonomy accessible to all. You will have the opportunity to work with cutting-edge technology and collaborate with a talented team of professionals dedicated to advancing the field of autonomous driving. We provide competitive compensation and benefits, along with opportunities for professional development and growth within the company. Join us in shaping the future of transportation and making a meaningful impact on the world.