Research Intern - Serverless AI
Role Summary
We are looking for Research Interns to join our team. The research intern will conduct both academic and applied research in the field of Serverless LLM and Machine Learning. Our research interns will join the Serverless LLM team, where you will be in cutting-edge fields such as AI infrastructure, data systems, artificial intelligence, and cloud computing. Specifically, you will focus on LLM optimization technology to ensure model performance while effectively reducing computing costs, improving loading efficiency, and achieving ultimate system throughput.
Key Responsibilities:
- Participate in cutting-edge research projects.
- Build benchmarks/baselines using public datasets.
- Develop technologies for serverless LLM infrastructure to ensure excellent performance of the LLM service in high-concurrency scenarios.
- Collaborate with other team members to facilitate swift development from ideation to implementation.
Required Qualifications
- Master's or above in Computer Science or related field
- Hands-on experience using Python and deep learning libraries, specifically PyTorch, HuggingFace, and Transformers. Be able to convert an idea into a prototype efficiently.
- Be able to work autonomously and as part of a team of research and technical experts.
- Locations
- Huawei Edinburgh Research Center
Huawei Edinburgh Research Center
Workplace & culture
This is a place where expertise and passion come together to unlock something really special to create an exciting future. Working at Huawei R&D UK, you will meet dedicated people who are passionate to bring the best product and service to customers.
About Huawei R&D UK
Huawei’s vision is a fully connected, intelligent world.
To achieve this, we work to inspire passion for basic research around the world. Our combined passion drives development across the global innovation value chain. Huawei has the largest Research and Development organization in the world with 96,000+ employees in research centers around the globe. In the UK, we already have design centers in Cambridge, London, Edinburgh, Ipswich and Bristol. We continue to explore and define new research directions and new services. We have expanded our collaborations with academic researchers; researched new network architectures, integration of communications and key enabling technologies; and developed the fundamental theories of these technologies.