Le 21/03/2022 par AntonioDeDomenico :

Research Engineer for Large Scale 5G Mobile Network Optimization

Huawei technologies is a multinational technology company that is dedicated to designing, developing, and providing high-quality telecommunications equipment and consumer electronics. It is now the world's largest supplier of telecommunications equipment, serving more than one-third of the world's population in more than 170 countries.

The Huawei Paris Research Center is responsible for advanced research in the fields of network technology, applied mathematics, machine learning, and parallel computing to create and design the innovative technologies and software platforms for our Brand.

The Advanced Wireless Technology Lab, in Huawei France Research Center, located in the Paris area, is looking for a

Research Engineer/Scientist for Large Scale 5G Mobile Network Optimization

to join our Network Optimization research team, and accelerate the research at the edge of 5G network modelling and optimization. This permanent position focuses on developing (data-driven) optimization algorithms for future autonomous mobile networks.

What are your main responsibilities?

• Contribute to the 5G (and beyond) research based on advanced AI techniques and classic optimization techniques, to enhance our ability of network resource management.
• Propose innovative architectures and (MAC and above) network functionalities to address energy efficiency, interference management & resource allocation, considering large scale systems, stochastic, and time-varying wireless network parameters (channel, traffic, and user distribution).
• Understand and model time-varying network resource availability and traffic requirements, together with key performance tradeoffs, through analytical derivations and numerical analyses.
• Publish and present latest research achievements in international conferences or journals.
• Contribute to enrich our intellectual property portfolio.
• Interact with mobile network researchers and machine learning experts to advance the state of the art in the field.
• Facilitate collaborations with academics and partners.

Requirements

• PhD degree in telecommunication, applied mathematics, statistics, computer science or electric engineering.
• Experience with mobile communication systems and signal processing.
• Experience on system level simulations.
• Proven successful track of publications in international conferences (main IEEE or ACM venues, NeurIPS, ICML) and journals (IEEE transactions, JMLR).
• Experience on classic and ML/stochastic based optimization.

• Experience on hands-on work with large datasets is a plus.
• Experience on common tools and libraries for processing and analysis of data, such as Jupyter, Matplotlib, Scikit-learn, and TensorFlow is a plus.
• Excellent organizational, interpersonal, and communication skills.

Please send your application and CV (incl. cover letter and reference letters) in English to antonio.de.domenico@huawei.com