Staff Machine Learning Infrastructure Engineer
Santa Clara, CA
Full Time Senior-level / Expert USD 180K - 300K
XPeng Motors
Welcome to the official website of XPENG Motors. Discover our newest models, customize your smart e-vehicle and drive today the car of tomorrow.
XPeng Motors is one of China’s leading smart electric vehicle (“EV”) companies. We design, develop, manufacture and market smart EVs that are seamlessly integrated with advanced Internet, AI and autonomous driving technologies. We are committed to in-house R&D and intelligent manufacturing to create a better mobility experience for our customers. We strive to transform smart electric vehicles with technology and data, shaping the mobility experience of the future.
We are looking for machine learning infrastucture engineer with strong programming and development skills and experience with machine learning. Experiences with machine learning algorithm, applications and frameworks are required.
Our mission is to solve the autonomous driving problem. You will work with a team of machine learning researchers to build AI software systems, learn about deep learning algorithms, and use your technical skills to advance autonomous driving.
Job Responsibilities:
- Design and improve training system for perception, prediction, and planning models.
- Improve user-ability and flexibility of machine learning infrastructure (training, serving, data mining, etc.)
- Work across teams to deploy machine learning solutions to cloud cluster and/or embedded systems.
- 3-5 years + of programming in Python/C++ with a deep understanding of system design, programming techniques, and machine learning algorithms.
- Master one of several mainstream machine learning development framework such as PyTorch, TensorFlow, MXNet.
- Familiar with machine learning ecosystems and latest trends.
- Experience with autonomous driving practice and machine learning infrastructure design principals.
- Experience with hardware-software co-design, ML acceleration, or ML for systems.
- Knowledge of large foundation model training and serving techniques.
- A fun, supportive and engaging environment
- Opportunity to make significant impact on transportation revolution by the means of advancing autonomous driving
- Opportunity to work on cutting edge technologies with the top talent in the field
- Competitive compensation package
- Snacks, lunches, dinners, and fun activities
Tags: Autonomous Driving Data Mining Deep Learning Machine Learning ML infrastructure Model training MXNet Python PyTorch R R&D TensorFlow
Perks/benefits: Career development Competitive pay Equity Salary bonus
Region:
North America
Country:
United States
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Categories:
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