
Researcher / Senior Researcher @ HUAWEI
4 days ago
Requirements:
- PhD degree in Physics, Applied Mathematics, Computer Science, Statistics, Engineering, other related fields
- Have good knowledge (with publication record) and experience in at least one of the following fields:
- Optimization (good knowledge in numerical optimization, solver knowledge for various problem classes such as QUBOs, (mixed) integer programming, linear programming, etc.)
- Physical systems for optimization (reservoir computing, physical networks, annealers, Ising machines)
- Dynamical systems, Complex networks, Optimal control theory
- Numerical methods for ordinary/partial differential equations
- Machine Learning (LLMs, autoencoders, etc.)
- Deep knowledge of backbone architectures for LLMs and diffusion models (at theoretical and implementation levels)
- Practical usage of Diffusion models (e.g. training, acceleration, distillation)
- Have strong programming skills, experienced in one or more programming languages including but not limited to Python, C++
- Have excellent teamwork spirit and communication skills.
- High-performance computing (speed-of-light analyses of basic operations that can identify performance bottlenecks, stability properties (iso-efficiency), trade-off effects (e.g. memory vs. communication), etc. for operators that provide functionalities at a level similar to BLAS, SparseBLAS, GraphBLAS, LAPACK, LAGraph, etc.)
Optional (Candidates with experience in one or more of the following areas of application will be prioritized):
Huawei is the leading provider of telecommunications equipment in the world with a strong focus on innovation. We have more than 70,000 employees engaged in R&D and have established 17 research institutes in countries including the U.S., Germany, Sweden, Finland, Poland, Russia, India, and China to ensure global R&D with outstanding people. We have set up over 20 joint innovation centers with top operators to transform leading technologies into a competitive edge for customers and achieve business success.
Researcher / Senior Researcher (Numerical Optimization, Complex systems, Control Theory, Statistical Physics)
What we offer:
- Full time office work in Wola, Warsaw
- Contract of employment, Agency agreement
- Private healthcare package. We offer premium private healthcare package for our employees.
- Sport Cards. Our employees can choose from many options within sport subscriptions and sport associations.
- Benefit Platform. You can choose your benefits on our Benefit Platform e.g.: cinema/theater tickets and discounts, shopping cards and many more.
- Special discounts for employees. We cooperate with various local companies to offer unique promotions only for our Employees.
- Office massages. It is a 15-minute chair-based massage. The massage therapist focuses on your back, neck, shoulders and arms.
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