About the role

Aplyr's Quick Take

This role is for a Machine Learning Engineer focused on fine-tuning large language models (LLMs) for applications in robotics and autonomous vehicles. You'll be developing and maintaining training and deployment pipelines while collaborating with various teams to meet product needs. This is an individual contributor role requiring advanced technical skills.

Good fit

Ideal candidates have a Ph.D. in Computer Science or a related field, with solid experience in machine learning, NLP, and LLMs. Strong programming skills in Python and familiarity with deep learning frameworks are essential, along with a collaborative mindset.

Worth noting

The salary range is quite broad, indicating potential for negotiation based on experience. The role emphasizes innovative approaches to data generation, which could be a unique opportunity for those interested in cutting-edge AI applications.

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.

Skills & Tags

python go machine learning ai data product

Aplyr's read

XPENG Motors is a forward-thinking Chinese EV manufacturer integrating cutting-edge AI and robotics, attracting tech-savvy professionals eager to innovate in smart vehicle solutions.
Synthesized from recent postings & public sources

What's promising

•XPENG invests heavily in AI and robotics, driving innovation in autonomous driving technology.
•The company offers diverse roles in machine learning, appealing to tech enthusiasts.
•XPENG's focus on smart vehicle solutions positions it well in the competitive EV market.

What to watch

•The EV market is highly competitive, posing challenges for XPENG's market share growth.
•Regulatory changes in China could impact XPENG's operational strategies.
•Dependence on technology integration increases vulnerability to cybersecurity threats.

Why XPENG Motors

•XPENG's integration of AI and robotics in vehicle design is a key differentiator.
•The company emphasizes innovation in autonomous driving, setting it apart from traditional automakers.
•XPENG's focus on smart electric vehicles attracts top-tier tech talent.

Aplyr’s read is generated by AI from public sources. Was it useful?

About XPENG Motors

XPENG Motors

xpeng.com

View company

XPENG is a Chinese electric vehicle manufacturer that designs, develops, and produces smart electric vehicles, focusing on innovation and technology integration.