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SES AI1. Avatar: System Development

AI/ML Engineer for Manufacturing Large Model (Downstream)

Shanghaionsitemid

via Greenhouse

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About this role

Department：Avatar 职位：制造大模型算法工程师（Downstream） 职责描述： 与资深制造大模型算法工程师合作，开发基于多模态电池基础大模型的下游应用。 参与开发和优化多个具体应用模型，包括电芯质量评估模型、生产过程优化模型、电芯设计优化模型、电芯性能预测模型以及电芯设计生成式模型。 协助实施和优化数据处理管道，确保数据准确性和一致性，以支持下游应用开发。 应用机器学习和深度学习技术进行模型训练、验证和优化。 分析和处理复杂的数据集，提取关键特征以改进模型性能和应用效果。 协助跨职能团队理解业务需求并制定相应的技术实现方案。 持续跟踪最新技术发展，协助引入前沿方法提升模型应用效果。 任职资格： 计算机科学、电子工程、统计学或相关领域的硕士学位。 至少3年以上在机器学习或AI领域的实际工作经验，有制造业或电池生产相关经验者优先。 熟悉机器学习和深度学习算法，具备多模态数据处理与应用开发经验者优先。 熟练掌握Python、TensorFlow、PyTorch等常用的机器学习框架和工具。 具备处理表格数据、时序数据和图像数据的能力，并能够将这些数据应用于具体的模型开发。 良好的沟通能力和团队协作精神，能有效与跨职能团队合作。 具备良好的问题解决能力和学习新技术的意愿。 Responsibilities: Cooperate with senior AI/ML engineers to develop downstream applications based on multi-mode battery basic large model.…

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What we'd score you on

reqspace match rubric

Five dimensions, recruiter-grade. Upload your resume and we'll generate a written explanation of where you fit and where the gaps are.

1

Skills match

For this role: python, mode, pytorch, tensorflow, modal…

2

Level fit

This role is mid-level. We check your trajectory against it.

3

Domain experience

Your work in the role's domain matters more than your years total. We weight recent and direct experience.

4

Recency

A skill you used last quarter weighs more than one from five years ago. We grade on recency, not lifetime.

5

Location fit

This role is based in Shanghai. We weight your proximity and willingness to relocate.

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Skills in this role

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pythonmodepytorchtensorflowmodalteams

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