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Open nowPosted 63 days ago

AI算法研究员-物质科学方向

c0fu1j3a9m0/referral33 open roles

Where
Shanghai, Chinese Mainland
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Your applicationOpen nowAI算法研究员-物质科学方向c0fu1j3a9m0/referral · Shanghai, Chinese Mainland

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The clock on this job

Early applications get read.

12.3% of postings close within 7 days. Measured by our own scanner across the market. c0fu1j3a9m0/referral postings stay open a median of 1 days.

Share of postings closed within
  1. 2.1%1 day
  2. 4.5%3 days
  3. 12.3%7 days
  4. 19.3%14 days
  5. 35.6%30 days
  6. 58.1%60 days
This job: posted 63 days ago

c0fu1j3a9m0/referral median: 1 days open

The posting

参与其中一个或多个工作： 1、开发新一代领域表征模型，引入官能团，靶点，分子量等领域关键信息或先验知识。 2、开发新一代分子Foundation model(基于Suiren-1.0模型)，优化等变模型骨架和训练算法，探索分子领域scaling的影响； 3、优化大规模图神经网络推理效能，提升AI-分子动力学模拟，AI-量化计算的效率。 4、开发统一条件分子生成模型，统一条件入口，包含自然语言条件，特定性质条件，参考分子条件等等； 5、负责算法的工程化部署，维护AI药物研发平台建设，高分子设计平台的；

1、计算机科学、人工智能或化学信息学等相关专业硕士及以上学历； 2、具有良好编程能力，熟悉一种或多种深度学习框架(PyTorch/TensorFlow)； 3、熟悉基础机器学习模型(Transformer/Graph Neural Network)； 4、有复杂图网络建模(SE(3)-Equivariant model/Point cloud model)或等经验者优先，有药物AI模型或高分子AI模型开发者优先； 5、有生成类模型(Diffusion/Flow/AR)及强化学习工作经验者优先； 6、有化学数据集(ChEMBL、ZINC、PubChem)，化学特征工程或化学工具开发经验者优先； 7、有学术论文发表者或高star开源项目优先，不限于计算机或科学领域的会议和期刊，如ICLR, Neurips, ICML, Nature Machine Intelligence等； 8、我们欢迎所有对AI for Science怀抱热情的人加入。

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