Alibaba Cloud
Posted 6d ago

算法工程师-大语言模型

Alibaba Cloud
Beijing or Hangzhou
HybridFull Time
Responsibilities
  • innovating technologies
  • optimizing systems
  • supporting business
Requirements
  • Knowledge of deep learning, machine learning, and NLP
  • TensorFlow or PyTorch
  • Transformer, BERT, GPT, RNN, or LSTM
  • Python, C++, or Java
  • Linux
  • Research and analytical skills
Technical tools mentioned
TensorFlowPyTorchTransformerBERTGPTRNNLSTMPythonC++JavaLinux

Job description

职位描述

1. 负责自然语言处理尤其是大模型领域的前沿技术创新研发;推动语言模型、知识表示、机器翻译、长思维链推理、对话系统、文本生成等关键技术和核心问题的解决,形成高引用论文和高价值专利,积极探索相关技术落地应用;

2. 负责追踪最新技术和热点,优化、改进现有技术和系统,提升系统的性能和效率,在内外部业务场景验证,形成业内领先的技术服务能力和体系;

3. 负责业务技术需求的支持,针对业务场景的真实需求,设计合理的技术方案和路线,通过技术创新和业务验证,实现业务价值和效率的提升。

职位要求

1. 熟练掌握深度学习、机器学习、自然语言处理的基础知识,熟悉常用模型的原理、特点及应用,能够结合需要解决的问题选择适当的模型,并设计合理的技术方案;

2. 良好的科研能力,有成果发表在ICLR、ACL、NeurIPS、EMNLP、TACL等国际顶级会议、期刊者优先;有大规模语言模型(LLMs)方面经验者优先;

3. 熟悉TensorFlow、PyTorch等深度学习框架,熟悉Transformer、BERT、GPT、RNN、LSTM等典型深度学习模型的原理和实现;

4. 熟悉Python、C++、Java等至少一门编程语言,熟悉Linux环境;

5. 具备优秀的数据和逻辑分析能力、团队意识和沟通能力、自我驱动和抗压能力,具有强烈的求知欲和技术热情。

【加分项】

1. 在高影响力的开源项目中,做出过核心贡献;

2. 在数学建模相关国际和国家级比赛中获奖;

3. 在ACM ICPC等相关国际编程大赛中获奖。

About Alibaba Cloud

Global cloud computing infrastructure and services provider

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