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Open nowPosted 128 days ago

大模型应用算法（医疗方向）-小荷健康

ByteDance19,208 open roles

Where
Beijing, Chinese Mainland
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Your applicationOpen now大模型应用算法（医疗方向）-小荷健康ByteDance · Beijing, Chinese Mainland

  1. YouYes, apply to this one.

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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.

11.8% of postings close within 7 days. Measured by our own scanner across the market. ByteDance postings stay open a median of 2 days.

Share of postings closed within
  1. 2.1%1 day
  2. 4.4%3 days
  3. 11.8%7 days
  4. 18.5%14 days
  5. 35.5%30 days
  6. 45.1%60 days
This job: posted 128 days ago

ByteDance median: 2 days open

The posting

1、医学多模态能力提升，如患处图片、报告图片理解和解读，结合用户描述症状，给出精准判断和建议； 2、工具调用能力提升，优化医疗场景工具调用/Agentic能力，结合专业知识库、记忆系统进行深度循证诊疗； 3、医学科学性优化，通过细粒度Rubrics等方式，提升训练数据质量，持续优化模型的医学能力； 4、体验优化与数据飞轮，优化多轮对话体验，解决线上负面案例，提升线上留存等指标；持续挖掘模型负面案例，形成数据飞轮； 5、合版策略优化，通过SFT、RL、MOPD等策略进行合版，持续探索更优的合版方式。

1、硕士学位及以上，计算机相关专业，博士学位优先； 2、熟悉大模型数据合成和Post-Training训练，有大模型SFT、RL、OPD等训练经验； 3、有大模型业务落地经验/Agent训练和业务落地经验者优先； 4、有NeurIPS/ICML/ICLR等会发表论文者优先。

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