Senior Staff AI Performance Engineer

Posted 18 Days Ago
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Santa Clara, CA
Senior level
Automotive
The Role
As an AI Performance Engineer, you will optimize the training and inference performance of machine learning models for autonomous driving, working closely with software engineers and researchers to enhance the capabilities of deep learning on NVIDIA GPU systems and AV onboard systems.
Summary Generated by Built In

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 a full-time AI Performance Engineer, with deep knowledge and strong enthusiasm towards optimizing the training and inference performance of state-of-art ML infrastructure and foundation models for autonomous driving.

 

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:

  • Optimize the performance of Deep Learning training workload on NVIDIA GPU systems on a large scale.

  • Optimize the latency of model inference and model pre- and post-processing on AV onboard systems.

 

Minimum Skill Requirements:

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

  • 4+ years of experience with C++ and Python programming.

  • Knowledge of Computer Architecture and Operating Systems.

  • Background with parallel programming, preferably on GPUs.

  • Capability to analyze/profile workloads and do detective work to reduce system latency.

  • A Track-record of delivery CPU or GPU latency optimization for real-world engineering systems.

 

Preferred Skill Requirements:

  • Previous experience in the autonomous driving industry.

  • Experience in PyTorch.

  • Proven experience developing large software projects with engineering excellence.

  • 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 $220,000-$370,000, 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

C++
Python
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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