Machine Learning Engineer - LLM, AI & Robotics

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Read on to find out what you will need to succeed in this position, including skills, qualifications, and experience. Join to apply for the Machine Learning Engineer - LLM, AI & Robotics role at XPENG Direct message the job poster from XPENG 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 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. Seniority level Seniority levelMid-Senior level Employment type Employment typeFull-time Job function Referrals increase your chances of interviewing at XPENG by 2x Inferred from the description for this job 401(k) Vision insurance Medical insurance Get notified when a new job is posted. 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Location:
Santa Clara, CA
Salary:
$200
Job Type:
FullTime
Category:
Engineering

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