Simplify Logo

Internship

Planning Machine Learning Engineer Intern

Posted on 6/27/2024

XPeng Motors

XPeng Motors

1,001-5,000 employees

Designs and manufactures intelligent electric vehicles and aircrafts

Data & Analytics
Robotics & Automation
Hardware
Consumer Software
AI & Machine Learning

Santa Clara, CA, USA

Category
Applied Machine Learning
Robotics & Autonomous Systems
AI & Machine Learning
Required Skills
Python
Tensorflow
Data Structures & Algorithms
Pytorch
Data Analysis
Requirements
  • 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.
  • 2+ 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.
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.

XPENG stands out as a leader in the tech industry, with its focus on intelligent mobility solutions such as electric vehicles and eVTOL aircraft, demonstrating a competitive edge in the rapidly evolving transportation sector. The company's proprietary Advanced Driver Assistance System (XPILOT) and intelligent operating system (Xmart OS) enhance the user experience by integrating technology and mobility, positioning XPENG as a pioneer in smart, people-first mobility. The company's culture fosters technological advancement, making it an exciting workplace for those passionate about shaping the future of transportation.

Company Stage

N/A

Total Funding

$8.2B

Headquarters

Guang Zhou Shi, China

Founded

2014