Research Engineer / Senior Research Engineer

Huawei Hong Kong Research Center(HKRC)
New Territories, Hong Kong SAR
Salary not specified
Posted
Full-time
Apply on LinkedIn

Job Description

Key Responsibilities - Applied Algorithm Research & Innovation: Investigate and develop novel algorithms for large-scale combinatorial and continuous optimization problems within multi-constraint design flows. Design, prototype, and evaluate machine learning models to enhance prediction, decision-making, and automation in computationally intensive engineering workflows. - Systems Prototyping: Build robust research prototypes and frameworks to validate novel approaches, ensuring they are scalable and address real-world constraints. - Cross-Functional Translation: Collaborate closely with product engineering teams to mature promising research concepts into production-ready features. - Technical Thought Leadership: Maintain deep expertise in state-of-the-art research across algorithm design, AI/ML, and high-performance computing. Contribute to the team's strategic research direction. - Knowledge Dissemination: Document and communicate findings through internal reports and, where appropriate, external publications (DAC, ICCAD, ASPDAC etc.) or patents. Required Qualifications - Education: M.S. or Ph.D. in Computer Science, Computer Engineering, Electrical Engineering, or a closely related quantitative field. - Experience: For M.S.: 3+ years of hands-on research or advanced development experience. For Ph.D.: A strong thesis or publication record demonstrating innovation. - Technical Skills: Profound understanding of algorithm design, analysis, and implementation for complex systems. Expertise in Python and C/C++ for research prototyping and performance-critical development. Excellent grasp of software engineering principles, data structures, and computational complexity. - Mindset: Innate curiosity, strong problem-solving intuition, and a drive to see ideas materialize in impactful products. Preferred Qualifications - Strong understanding of electronics design concepts, e.g. digital logic synthesis and/or physical design. - Experience with industrial-grade software tools in domains involving complex optimization (e.g., CAD, logistics, finance, computational biology). - Experience with modern ML frameworks (PyTorch, TensorFlow, JAX) and techniques relevant to structured data and optimization. - Specific expertise in applying Graph Neural Networks (GNNs), Reinforcement Learning (RL), or advanced search algorithms to domain-specific problems. - Familiarity with high-performance and parallel computing concepts. - A record of publications in top-tier conferences/journals in Design Automation, AI, algorithms, or related computational fields.

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