Seonglae ChoJob Summary
Do you want to work on cutting-edge Large Language Models (LLMs), Natural Language Processing (NLP), Knowledge Graphs (KGs), and Deep Learning (DL) research and build products that will impact millions of users across the globe?
The Huawei Consumer Cloud service (CBG Cloud) team is looking for Research Interns with experience in LLMs, NLP, Knowledge Graphs and Agents.
In this role, you will bring both academic and industrial research knowledge to help build LLMs driven algorithms or frameworks for diverse content understanding and generation tasks, such as KGs construction and completion, LLMs as agent, information extraction for narrative understanding (e.g. novels) and data augmentation etc. The CBG Cloud team at London Research Centre is committed to providing a full-scenario, high-quality smart life experience for hundreds of millions of users by enhancing the AI abilities in our products like Huawei Video, Music, Reading, Browser and Game, and we would like you to help us achieve this.
Key Responsibilities:
- Work to solve challenges and conducting cutting-edge applied research relating to our businesses, i.e. Video, Music, Reading, Browser, Game.
- Carry out literature review and investigate the state-of-the-art frameworks or models regarding LLMs, NLP, Knowledge Graphs, Agent and ML/DL.
- Hands-on experiments on LLMs fine-tuning, prompting, model deployment, evaluation etc.
- Build benchmarks/baselines using public or internal datasets.
- Dataset acquisition, cleaning, processing, analysing and augmentation.
This job description is only an outline of the tasks, responsibilities and outcomes required of the role. The jobholder will carry out any other duties as may be reasonably required by his/her line manager. The job description and personal specification may be reviewed on an ongoing basis in accordance with the changing needs of Huawei Research and Development UK Limited.
Critical Success Factors
- Creative and innovative.
- Able to convert an idea into a prototype efficiently, optimize its cost and drive the implementation.
- Result driven and good communication skills. Able to work efficiently in a multi-cultural, multi-site, multi-language and changing environment.
- Excellent root cause analysis and problem-solving skills.
- Focused, pro-active and motivated.
- Open minded and able to learn fast.
- Able to work autonomously and as part of a team of technical experts.
- Broad knowledge, versatile and hands on.
Person Specification:
List details of Knowledge, Skills, Experience and Qualifications needed to do the job:
- Undergraduate, Master and PhD students in Computer Science, Mathematics and Engineering related subjects.
- Be familiar with LLMs, especially LLMs fine-tuning and training.
- A track record of research excellence, with publications in reputable journals or conferences being a significant advantage.
- Proficiency in relevant programming languages (e.g., Python) and experience with machine learning frameworks (e.g., PyTorch). Familiarity with software development tools and methodologies is also desirable.
- Strong communication skills, both written and verbal, with the ability to articulate complex technical concepts clearly. A collaborative mindset, capable of working effectively in multidisciplinary teams and contributing positively to team dynamics.
Research Intern – LLMs & NLP - Huawei R&D UK
Abo ut Huawei Research and Development UK Limited Founded in 1987, Huawei is a leading global provider of information and communications technology (ICT) infrastructure and smart devices. We have...
https://huaweiuk.teamtailor.com/jobs/3697322-research-intern-llms-nlp
