Tai Po District, Hong Kong SAR
Salary not specified
Posted
Full-time
Apply on LinkedIn

Job Description

Responsibilities Research and development in one (or more) of the projects below: • Conduct and apply LLMs (Large Language Models) to design and implement intelligent technologies for improving various software engineering research tasks. • Insight investigation into new technology trends and promote the overall improvement of Huawei's software engineering capabilities based on LLMs by introducing industry-leading technologies, tools, standards, best practices, and independent innovations. • Collaborate closely with researchers and product teams to help them improve software development activities and integrate solutions into the product. • Write and submit patentable inventions or research papers (at top-tier conferences). Professional Knowledge Research and development in one (or more) of the projects below: • Background on LLMs technology such as GPT/BERT/T5; • Ability to skillfully apply LLMs related technology to conduct technical research in the field of software engineering; • Ability to use intelligent technology to conduct software code analysis; • Ability to extract, abstract, express and generalize software knowledge/code knowledge using AI or large model; • Ability to search, recommend, complete and generate code (business code and test code) based on LLMs is preferred; • Ability to develop code detection, defect detection, defect repair, log generation, etc. based on LLMs is preferred; • Candidate who have published research papers • A highly self-motivated learner and team player with excellent communication and interpersonal skills is preferred Service Skills 1. PhD in Computer Science/Software Engineering, related Machine Learning field, or equivalent relevant experience; • Experience with LLMs building is preferred; 2. Proficient in python or C++, deep understanding in common algorithms and data structures. 3. Strong publication record ( top conferences or journals in the related fields e.g., ICSE, FSE, ASE, ISSTA, TSE, and TOSEM) demonstrating innovative research. 4. Fulfill at least one of the requirements below: - Solid understanding in AI for Software engineering. - Experienced in deep learning and machine learning. Familiar with at least one framework (e.g. pytorch/tensorflow). - Experienced in advanced software engineering techniques, such as code generation, code search, test generation, and code review.

Similar jobs

About Huawei Hong Kong Research Center(HKRC)

Technology
Hong Kong
All jobs at Huawei Hong Kong Research Center(HKRC)

Ready to apply?

Apply at the source, or let Jd help you prepare your application.

Apply on LinkedIn