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XPENG · 1 day ago

Machine Learning Engineer - LLM, AI & Robotics

Santa Clara, CA

Full-time

Onsite

Senior Level

$149K/yr - $252K/yr

XPENG is a leading smart technology company at the forefront of innovation, integrating advanced AI and autonomous driving technologies into its vehicles. The role involves fine-tuning pre-trained LLMs for use cases in Humanoid Robots and Autonomous Driving Cars, developing and maintaining training and deployment pipelines, and collaborating across teams on product needs.

AutomotiveAutonomous VehiclesElectric VehicleManufacturing

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

Qualification

Machine LearningNatural Language ProcessingLarge Language ModelsPython ProgrammingDeep Learning FrameworksComputer VisionCommunication SkillsCollaborationOpen-mindedness

Required

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

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

Benefits

Competitive compensation package

Snacks, lunches, and fun activities

Company

XPENG

Glassdoor2.8

XPeng is a leading Chinese Smart EV company that designs, develops, manufactures, and markets Smart EVs that appeal to the large and growing base of technology-savvy middle-class consumers.

Founded in 2014