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Open nowPosted 364 days ago

NLP对话大模型算法实习生-电商业务

ByteDance19,258 open roles

Where
Hangzhou, Zhejiang, Chinese Mainland
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Your applicationOpen nowNLP对话大模型算法实习生-电商业务ByteDance · Hangzhou, Zhejiang, Chinese Mainland

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  3. 25 readersRecruiter, hiring manager, skeptic. Round after round.

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The clock on this job

Early applications get read.

11.4% of postings close within 7 days. Measured by our own scanner across the market. ByteDance postings stay open a median of 23 days.

Share of postings closed within
  1. 2.0%1 day
  2. 4.2%3 days
  3. 11.4%7 days
  4. 17.5%14 days
  5. 34.2%30 days
  6. 43.5%60 days
This job: posted 364 days ago

ByteDance median: 23 days open

The posting

日常实习：面向全体在校生，为符合岗位要求的同学提供为期3个月及以上的项目实践机会。 团队介绍：Data-电商团队，负责电商创新项目的算法和大数据工作。依托于字节跳动产品，帮助用户发现并获得好物，享受美好生活。在这个团队，我们不仅要通过推荐和搜索算法帮助用户买到感兴趣的好东西，也要通过风控算法和智能平台治理算法去甄别违规行为，保护用户的购物体验；我们还要建设智能客服技术、大规模商品知识图谱来提升各个交易环节的效率；我们也要结合机器学习和运筹算法，来优化供应链和物流的效率和成本，并进一步提升用户体验；另外我们还会用人工智能来帮助商家提升经营能力。我们的使命：没有难卖的优价好物，让美好生活触手可得。

1、数据挖掘：负责数据集的构建与维护，利用数据飞轮机制不断优化数据质量和丰富度，进行深度的数据挖掘，沉淀高价值信息，开发和优化Query理解、召回、相关性排序等技术，提升信息检索的效率和准确性，提升RAG的效果； 2、大模型训练：针对业务需求进行大模型的继续训练（CT）、有监督微调（SFT）、偏好学习，以及多模态模型训练，提升模型在特定场景下的表现； 3、提示词工程：与业务专家合作，构建和优化结构化的提示词，充分挖掘和利用大模型的能力，高效、精准解决实际问题； 4、智能体技术：利用领先的智能体框架，增强大模型的推理、对话和反思能力，解决复杂业务问题，提升用户体验； 5、大模型评测：制定和实施大模型的评估方案，结合人工评估和自动化评估手段，确保模型性能的可靠性和稳定性； 6、应用落地：定义业务问题，设定任务标准和目标，不断优化模型和系统，以达到最佳的业务效果和用户满意度。

1、本科及以上学历在读，计算机等相关专业优先； 2、在大模型训练、智能体、提示词工程、信息检索、数据集构建、数据挖掘、大模型评测等领域有实际的开发和从业经验者优先； 3、有复杂智能体开发经验者优先，有好奇心，喜欢新事物，善于合作，有创新精神，有一定的抗压能力； 4、至少熟悉一门计算机编程语言，包括但不限于C/C++/Java/Go/Python； 5、有高水平论文的优先，包括但不限于ACL、EMNLP、COLING、WWW、AAAI等； 6、实践动手能力强，ACMICPC、NOI/IOI、Top Coder、Kaggle比赛获奖者优先。

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