Machine Learning Engineer - LLM, AI & Robotics

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.