Large-Scale Network AI Modeler & Optimizer

Beijing Foreign Enterprise Management Consultants Co.,Ltd.; Boulogne-Billancourt; Presencial; EUR 75 000 - 110 000; Tempo integral

Resumo da oferta

Huawei Technologies France SASU seeks an Optical Device Researcher to advance large-scale network AI models and optimization. You will join the Network Modeling and Optimizing team to tackle AI-driven network challenges, leveraging synthetic and real data across global telecom scenarios.

As part of a global team, you will design theories and technologies for accurate modelling, publish results, and contribute to cutting-edge solutions for Huawei’s telecom products and services in the Paris area.

Qualificações

• PhD in Computer Science/Engineering, Operations Research, or related fields.
• Experience designing and developing data-driven AI models for large-scale systems.
• Experience with GenAI models and/or reinforcement learning.
• Publications in top AI conferences and/or IEEE Transactions are a plus.
• Excellent organizational, interpersonal, and communication skills.

Responsabilidades

• Solve complex mathematical problems from real-world networks using AI, OR, data science, and applied math.
• Publish and contribute to Huawei’s innovation through conferences, journals, and collaborations.
• Introduce advanced AI technologies and propose architectures for network AI models from large datasets.
• Develop data-driven AI solutions for network modeling and optimization to support business goals.

Conhecimentos

Algorithm design

Data-driven AI models

Pytorch

GenAI / RL

ML libraries

Formação académica

PhD in CS/Engineering or OR

Ferramentas

PyTorch

ML libraries

Descrição da oferta de emprego

Huawei Technologies France SASU seeks an Optical Device Researcher to advance large-scale network AI models and optimization. You will join the Network Modeling and Optimizing team to tackle AI-driven network challenges, leveraging synthetic and real data across global telecom scenarios.

As part of a global team, you will design theories and technologies for accurate modelling, publish results, and contribute to cutting-edge solutions for Huawei’s telecom products and services in the Paris area.