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Open nowPosted 32 days ago

【校招】 医学多模态大模型工程师-医学智能中心

aicarrier/522799209 open roles

Where
Shanghai, Chinese Mainland
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Your applicationOpen now【校招】 医学多模态大模型工程师-医学智能中心aicarrier/522799 · Shanghai, Chinese Mainland

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12.1% of postings close within 7 days. Measured by our own scanner across the market.

Share of postings closed within
  1. 2.1%1 day
  2. 4.5%3 days
  3. 12.1%7 days
  4. 19.1%14 days
  5. 35.6%30 days
  6. 52.7%60 days
This job: posted 32 days ago

The posting

1. 负责医学人工智能及多模态大模型相关算法的研发与实现，完成模型训练、微调、推理、评测及优化等工作； 2. 面向医学影像、数字病理、临床文本等医学数据，开展数据处理、特征表征、多模态融合及专业任务模型开发； 3. 参与医学人工智能在具体临床及科研场景中的研发与落地，方向例如疾病筛查与辅助诊断、医学影像分析等方向； 4. 根据具体任务需求，完成基础模型及大模型的领域适配、训练优化和性能调优，解决模型研发过程中的数据、训练、泛化及部署问题；

1. 计算机科学、人工智能、生物医学工程、电子信息等相关专业硕士及以上学历； 2. 熟悉深度学习基本方法，具有扎实的 Python、PyTorch 等开发能力，能够独立完成模型训练、调试及实验分析； 3. 熟悉计算机视觉、多模态学习、大语言模型中的至少一个技术方向，了解 Transformer、视觉基础模型或多模态大模型等主流技术； 4. 具备较强的算法实现能力，能够完成从数据预处理、模型训练、实验评测到模型部署的完整研发流程； 5. 具有良好的沟通协作能力，能够适应医学、算法与工程多学科交叉的研发环境。

加分项： 具有医学人工智能项目经验者优先，包括数字病理、CT/MRI/X-ray等医学影像、临床多模态数据分析、疾病筛查与辅助诊断等；

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