Overview
R&D Family - Smart Network Innovation Laboratory-Boyle Research Centre
Responsibilities
As a Principal AI Researcher, you will be expected to provide technical leadership and execute high-impact research, including:
Continuously learn and assess the state-of-the-art of AI technologies, particularly those applicable to Autonomous Networks, and drive the adoption of relevant innovations.
Collaborate closely with internal domain experts to gain a deep understanding of core challenges, technological gaps, and strategic opportunities within the telecommunication domain.
Define the strategic research direction, develop cutting-edge solution designs, and provide technical guidance and mentorship to junior team members.
Contribute to the rapid and iterative development of validated software prototypes based on novel AI technologies, benchmarking alternative solutions rigorously.
Foster strong cross-functional relationships, working closely with Domain Experts, Data Engineers, other AI researchers, and product development teams to ensure successful research transfer.
Synthesize technical insights, proactively contribute to strategic planning to maintain Huawei's technological leadership, and propose innovative solutions and disruptive ideas for the future of Autonomous Telecommunication.
自定义职责: 主持完成关键数据分析算法的总体需求分析、概念和方法研究、开发、验证和优化等工作，实现算法研究突破，在精度、准度、效率等方面和业界Benchmark相比有显著性提升，成为相关产品的差异化技术竞争力。
Position Requirements
语言要求: 英语
教育背景要求: PhD degree in Computer Science or a related technical field.
技能要求: Strong practical experience with Deep Learning and/or Reinforcement Learning.
Good at Python programming and ML frameworks, i.e., Pytorch, Scikit-learn, TensorFlow.
Independently design, develop, debug, and verify cutting-edge AI algorithms and solutions.
能力要求:
知识要求: Strong practical experience with Deep Learning and/or Reinforcement Learning.
专业证书要求:
其他要求: 理解领域及客户痛点; 自我学习能力; 开放内部与外部协作; 创新和战略思维
Location
Ireland/Dublin
Department
Smart Network Innovation Laboratory-Boyle Research Centre
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