The Machine Learning Infrastructure team builds the industrial scale machine learning platform used by our Machine Learning engineers developing software for our self-driving car. We provide essential tools and frameworks to support the entire lifecycle of machine learning, from data processing, large scale training and evaluation frameworks to efficient neural net inference runtimes for onboard execution and simulation.
The Motional global headquarters are located at 100 Northern Avenue in Boston, MA. Nestled in the bustling Seaport district with sweeping views of Boston Harbor and downtown Boston, the offices are located close to major transit lines and a quick walk to various restaurants and popular attractions.
What You'll Be Doing
Manage and monitor ML training, visualize and compare ML training, evaluate models on different hardware accelerators and track cost, etc.
Own training cluster and provide technical support to internal customers.
Work closely with machine learning researchers to identify the bottlenecks and optimize the codebase by: better parallelism and data caching, fully utilizing the hardware: CPU, GPU, memory and disk/network IO, distributed/multi-machine training.
Act as a sounding board and technical architect for your teams, help define technical vision and strategy
Provide coding and performance guidelines and best practices to machine learning researchers/engineers.
What We're Looking For
Degree in Computer Engineering, Computer Science, Applied Mathematics, or a related field
5+ years of industry experience
Strong programming skills in Python.
Familiar with DL frameworks like PyTorch, Tensorflow, Keras, etc.
Experience working with cloud infrastructure like AWS, GCP or Azure.
Experience working with large scale dataset.
Strong skills in C++.
Experience in numba, cython, CUDA, etc.
Experience in distributed computing.
Strong machine learning/deep learning background.
Why you should join us:
You’ll have the opportunity to work on cutting-edge technology and some of the most exciting problems within engineering including: robotics, infrastructure, visualization, etc.
As part of the Machine Learning Infrastructure team, you’ll be collaborating and working closely with a tight knit team and some of the industry’s top researchers.
Motional is making driverless vehicles a safe, reliable, and accessible reality.
Our team is commercializing a world-class driverless system. The Motional team is behind some of the industry’s largest leaps forward in the last decade, including the first fully-autonomous cross-country drive in the U.S, the launch of the world’s first robotaxi pilot, and operation of the world’s most-established public robotaxi fleet. Strategically formed by Hyundai Motor Groupand Aptiv, Motional is fundamentally changing how people move through their lives.
Motional AD Inc. is an EOE. We celebrate diversity and are committed to creating an inclusive environment for all employees. To comply with Federal Law, we participate in E-Verify. All newly-hired employees are queried through this electronic system established by the DHS and the SSA to verify their identity and employment eligibility.