IT Intern
3 weeks ago
Beijing, Beijing, China
Cummins Inc.
Full time
Job Title: IT Intern - Large Language Model SpecialistThis is an exciting opportunity to join our team as an IT Intern - Large Language Model Specialist. In this role, you will be working with our team to research and develop large language models and their applications.
Responsibilities:- Research existing large language models and their application scenarios, assessing their potential value to the company's business.
- Assist in designing and implementing prototype systems based on LLMs to address specific corporate challenges or optimize existing processes.
- Participate in cross-functional team meetings to provide insights and suggestions on how to best utilize LLM technology.
- Document research findings, experimental results, and technical specifications for knowledge sharing within and outside the team.
- Support the team in overcoming technical challenges encountered during project management and execution.
- Currently pursuing an undergraduate or graduate degree in computer science, software engineering, data science/AI, or a related field.
- Solid understanding of large language models with practical experience using mainstream open-source models.
- Proficient in Python programming and familiar with at least one deep learning framework.
- Strong curiosity and self-motivation, capable of working efficiently in a fast-paced environment.
- Excellent communication skills, able to clearly articulate complex technical concepts.
- Familiarity with relevant technologies in large language models, such as Transformers, pre-trained models, prompt engineering, retrieval-augmented generation, fine-tuning, LangChain, etc.
- Experience winning awards or publishing papers in NLP or LLM-related competitions.
- Familiarity with tools such as Hugging Face Transformers.
- Awareness of the limitations and challenges of LLMs in real-world scenarios.