Machine Learning Engineer - LLM, AI & Robotics

xpengmotors· Robotics Center
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📍 Santa Clara, CA

About this role

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.

Job Responsibilities

  • Fine-tune the pre-trained LLM on particular use cases in Humanoid Robots and Autonomous Driving Cars, e.g. chat, API calling, etc.

  • Work on efficient LLMs (e.g. small LLMs, weight sharing, model quantization, etc.) that can be deployed locally in Robots and Cars.

  • Develop and maintain the LLM (including multi-modal LLM) training and deployment pipelines that could scale to massive production.

  • Work on efficient and effective ways to leverage large scale dataset and computational resource.

  • Explore novel ways to generate synthetic data to improve the data diversity & quality.

  • Communicate and align with different teams on product needs across the company

Minimum Skill Requirements:

  • Ph.D in Computer Science or related fields.

  • Solid background in machine learning, natural language processing (NLP), computer vision,

    speech or data.

  • Experience in working with LLMs

  • Strong python programming skills & software development, and strong experience with any

    major deep learning framework.

  •  Open-minded, collaborative and excellent communication skills

Preferred Skill Requirements:

  • Deep understanding of language model modern architectures, ‘under the hood’ LLM training knowledge, quantization techniques, etc.

  • Familiarity of large language models (LLMs) relevant technologies, such as SFT, RLHF, prompt engineering, RAG, etc.

  • Record of publications, innovations or leadership.

What do we provide:

  • 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

  • Snacks, lunches, and fun activities

The base salary range for this full-time position is $148,909 - $252,000, 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.

 

Frequently Asked Questions

Is the salary disclosed for the Machine Learning Engineer - LLM, AI & Robotics position at xpengmotors?
The salary for this Machine Learning Engineer - LLM, AI & Robotics role at xpengmotors is not publicly listed. Click "Apply Now" to learn more about the compensation package on their official careers page.
Where is the Machine Learning Engineer - LLM, AI & Robotics position at xpengmotors located?
This Machine Learning Engineer - LLM, AI & Robotics role at xpengmotors is based in Santa Clara, CA. The position is listed as on-site or hybrid. Check the full job description or apply directly to confirm the work arrangement.
Which team or department does the Machine Learning Engineer - LLM, AI & Robotics at xpengmotors belong to?
This Machine Learning Engineer - LLM, AI & Robotics position is part of the Robotics Center department at xpengmotors. See the full job description for more information about the team structure and responsibilities.
How do I apply for the Machine Learning Engineer - LLM, AI & Robotics position at xpengmotors?
Click the "Apply Now" button on this page. You will be redirected to xpengmotors's official application portal hosted on greenhouse where you can submit your application directly.
When was the Machine Learning Engineer - LLM, AI & Robotics job at xpengmotors posted?
This Machine Learning Engineer - LLM, AI & Robotics position at xpengmotors was posted on Aug 27, 2024. Apply as soon as possible — early applications are often reviewed first.
Machine Learning Engineer - LLM, AI & Robotics
xpengmotors
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