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Why Work at Lenovo

We are Lenovo. We do what we say. We own what we do. We WOW our customers. 

Lenovo is a US$62 billion revenue global technology powerhouse, ranked #171 in the Fortune Global 500, employing 77,000 people around the world, and serving millions of customers every day in 180 markets. Focused on a bold vision to deliver smarter technology for all, Lenovo has built on its success as the world’s largest PC company by further expanding into growth areas that fuel the advancement of ‘New IT’ technologies (client, edge, cloud, network, and intelligence) including server, storage, mobile, software, solutions, and services. 

This transformation together with Lenovo’s world-changing innovation is building a more inclusive, trustworthy, and smarter future for everyone, everywhere. To find out more visit www.lenovo.com, and read about the latest news via our StoryHub. 

Description and Requirements

职位描述:

1. 深入研究LLM时代下的检索增强技术,包括但不限于知识库的构建、召回算法、排序模型以及Agent系统的设计与优化,优化搜索效率与准确性;

2. 主导AIPC项目中检索增强模块的研究与开发工作,涉及从论文文献调研到算法实现的全流程工作,要求对前沿论文进行深入探索,并在其基础上,在资源受限的端侧环境下进行技术创新与改进;

3. 利用自然语言处理和理解及大模型相关能力,应用最新的自然语言处理技术于检索增强领域,包括但不限于文本表示学习、语义理解、信息抽取等方面;

4. 平衡科研创新与工程化落地,将理论研究成果迅速转化为实际可用的产品或解决方案,同时能够持续关注行业发展动态,不断优化与调整技术方向与策略。

任职资格:

1. 有计算机科学、数学、统计学或相关领域的硕士或博士学位;

2. 具备1年以上NLP经验,熟悉BERT、GPT等模型,熟练掌握Transformer模型架构和原理,参与过NLP中子任务的效果优化工作,能够根据实际问题改造和优化算法 熟练掌握NLP和ML基础理论与算法;

3. 熟练使用Python语言进行算法开发,熟练使用PyTorch、TensorFlow中至少一种深度学习框架,熟练掌握C++加分;

4. 有检索增强RAG,知识图谱、关键词、主题词相关开发、调优、落地项目经验者优先;

5. 熟悉大模型预训练和微调框架,掌握Prompt Tuning、P-Tuning、LoRA中至少一种高效微调技术;加分

6. 责任心强,好奇心强,有良好的沟通能力和团队合作能力;

7. 有竞赛获奖、发表过顶会论文经验者优先;

Additional Locations

  • China - Beijing - 北京(Beijing)
  • China
  • China - Beijing
  • China - Beijing - 北京(Beijing)
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Confirmed 8 hours ago. Posted 9 days ago.

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