Senior Staff Machine Learning Engineer - AI Foundation

Reposted 7 Days Ago
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Santa Clara, CA
Senior level
Automotive
The Role
Design and implement large-scale deep learning models to enhance autonomous driving technologies utilizing extensive vehicle data.
Summary Generated by Built In

XPENG is a leading smart technology company at the forefront of innovation, integrating advanced AI and autonomous driving technologies into its vehicles, including electric vehicles (EVs), electric vertical take-off and landing (eVTOL) aircraft, and robotics. With a strong focus on intelligent mobility, XPENG is dedicated to reshaping the future of transportation through cutting-edge R&D in AI, machine learning, and smart connectivity.

 

We are looking for a full-time Machine Learning Engineer - AI Foundation, with deep knowledge and strong enthusiasm towards establishing a state-of-art ML infrastructure for training very large foundation model and accelerating model training/inference.

 

Our mission is to solve the autonomous driving problem. You will work with a team of talented software engineers, machine learning engineers and research scientists to push the boundary of state-of-art machine learning models which will enable the next-generation E2E solution of autonomous driving.

 

Job Responsibilities:

  • Design, train, and deploy large deep learning models that can leverage the vast amount of labeled and unlabeled data from a fleet of million vehicles.

 

Minimum Skill Requirements:

  • PhD in CS/CE/EE, or equivalent, in industry experience.

  • Deep knowledge of PyTorch.

  • Knowledge of model training framework (e.g. PyTorch Lightning)

  • In-depth knowledge of transformer architecture and ways to accelerate the training and inference of transformer models.

  • Experience of performing large scale distributed training of models.

  • A track record of profiling model and doing detective work to improve model training and inference speed.

 

Preferred Skill Requirements:

  • Previous experience in the autonomous driving industry.

  • Experience with cuda or Triton language for writing custom ops.

  • Knowledge of Nvidia TensorRT.

  • Experience with edge computing systems.

  • A track record of efficiently solving complex problems collaboratively on larger teams

 

What do we provide:

  • A fun, supportive and engaging environment

  • Infrastructures and computational resources to support your work.

  • Opportunity to work on cutting edge technologies with the top talents in the field.

  • Opportunity to make significant impact on the transportation revolution by the means of advancing autonomous driving

  • Competitive compensation package

  • Snacks, lunches, dinners, and fun activities

 

The base salary range for this full-time position is $244,140-$413,160, in addition to bonus, equity and benefits. Our salary ranges are determined by role, level, and location. The range displayed on each job posting reflects the minimum and maximum target for new hire salaries for the position across all US locations. Within the range, individual pay is determined by work location and additional factors, including job-related skills, experience, and relevant education or training.

 

We are an Equal Opportunity Employer. It is our policy to provide equal employment opportunities to all qualified persons without regard to race, age, color, sex, sexual orientation, religion, national origin, disability, veteran status or marital status or any other prescribed category set forth in federal or state regulations.

Top Skills

Cuda
Edge Computing Systems
Nvidia Tensorrt
PyTorch
Pytorch Lightning
Transformer Architecture
Triton
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The Company
Palo Alto, CA
993 Employees
On-site Workplace
Year Founded: 2014

What We Do

Xpeng Motors is a leading Chinese electric vehicle and technology company that designs and manufactures intelligent automobiles that are seamlessly integrated with the Internet and utilize the latest advances in artificial intelligence. Focusing on China’s young and tech-savvy consumer base, XPENG Motors strives to offer smart mobility solutions with technology innovation and cutting-edge R&D. The company’s initial backers include its CEO & Chairman He Xiaopeng, the founder of UCWeb Inc. and a former Alibaba executive. It was co-founded in 2014 by Henry Xia and He Tao, former senior executives at Guangzhou Auto with expertise in innovative automotive technology and R&D. It has received funding from prominent Chinese and international investors including Alibaba Group, Foxconn Group and IDG Capital. Currently with 3,000 employees, the company is headquartered in Guangzhou and has design, R&D, manufacturing and sales & marketing divisions in Silicon Valley, San Diego, Beijing, Shanghai, Zhaoqing (Guangdong Province) and Zhengzhou (Henan Province).

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