Machine Learning Engineer

3 days ago

Santa Clara, California, United States XPENG Motors Full time
Job Title: Machine Learning Engineer - Autonomous Driving

Xpeng Motors is a leading smart electric vehicle company that designs, develops, and manufactures smart EVs 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.

Job Responsibilities:
  • Research and develop algorithms for deep-learning-based methods for prediction and planning.
  • Design efficient model architectures that can run in real-time on the computing platform of our vehicles.
  • Develop offline data-driven ML infrastructure for fast adaptation of the planning ML models.
  • Deliver on target planning SW and closely work with the perception team to achieve the most intelligent autonomous driving systems.
  • Work with massive field-testing data to continuously improve autonomous driving technologies.
  • Designing, running, and analyzing experiments and testing to evaluate the efficiency of our solutions on real-world data.
  • Partnering with system software engineering specialists to ship industrial strength ML models.
  • Communicating and collaborating with multi-functional teams.
Requirements:
  • MS or PhD level education in Engineering or Computer Science with a focus on Deep Learning, Artificial Intelligence, or a related field, or equivalent experience.
  • Strong experience in applied deep learning including model architecture design, model training, data mining, and data analytics.
  • 3 - 5 years + of experience working with DL frameworks such as PyTorch, Tensorflow.
  • Strong Python programming experience with software design skills.
  • Solid understanding of data structures, algorithms, code optimization and large-scale data processing.
  • Excellent problem-solving skills.
What We Offer:
  • 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.

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