XPeng Motors

Staff Machine Learning Engineer - Foundation Model

Reposted 5 Days Ago

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Santa Clara, CA

In-Office

215K-364K Annually

Senior level

Automotive

The Role

Design, train, and deploy large deep learning models utilizing data from a fleet of vehicles to enhance autonomous driving solutions.

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, 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:

Master in CS/CE/EE, or equivalent, with 5 + years of industry experience.
Good knowledge of PyTorch.
Knowledge of model training framework (e.g. PyTorch Lightning)
Knowledge of transformer architecture and ways to accelerate the training and inference of transformer models.
Experience of using pytorch ddp for distributed training of models.

Preferred Skill Requirements:

PhD in CS/CE/EE, or equivalent, with 3 + years of industry experience.
Strong publications records in top academic conferences or journals, e.g. CVPR, NeurIPS, ICML, ICCV, ECCV, ICLR
Experience in training large scale vision or language models
Previous experience in the autonomous driving industry.
Being efficiently in 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 $215,280-$364,320, 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

PyTorch

Pytorch Ddp

Pytorch Lightning

Transformer Architecture

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The Company

Palo Alto, CA

993 Employees

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).