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Open nowPosted 32 days ago

【校招】大模型 Agent 审计与自进化算法工程师-医学智能中心

aicarrier/522799209 open roles

Where
Shanghai, Chinese Mainland
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Your applicationOpen now【校招】大模型 Agent 审计与自进化算法工程师-医学智能中心aicarrier/522799 · Shanghai, Chinese Mainland

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The clock on this job

Early applications get read.

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.开展大模型 Agent 评测、审计与自进化研究，探索 Agent 能力评估与持续优化关键技术。 2.研发 Agent 评测与审计系统，负责执行轨迹采集、自动化评测和实验平台建设。 3.设计过程级与结果级评测方法，分析 Agent 在规划、工具使用、推理、效率和鲁棒性等方面的表现。 4.探索基于轨迹、环境反馈和交互数据的自进化方法，推动 Agent 能力持续提升。 5.跟踪 Agent 前沿技术，参与技术成果产出。

1.硕士及以上学历，计算机科学、人工智能、自动化或相关专业；特别优秀者可适当放宽。 2.熟悉 Transformer、大语言模型和 LLM Agent 的基本原理，对 Agent 推理、工具调用、任务规划或模型训练有较深入的理解。 3.具备扎实的机器学习基础，熟练使用 Python、PyTorch 和 Linux，能够独立完成模型训练、Agent 实验、数据分析与问题诊断。 4.具备良好的科研能力，能够进行文献调研、实验设计、Benchmark 构建、结果分析和技术写作，对实验结论保持严谨审慎。 5.具有较强的科研探索能力，对 LLM Agent、Agent Evaluation 或 Recursive Self-Improving Agent 等方向保持持续关注，能够独立提出问题并推动研究落地，具备良好的沟通协作能力和自主推进能力。

加分项 1.具有 LLM Agent、大模型训练、强化学习、Agent Evaluation、自反思或自进化模型相关研究经验。 2.熟悉主流 Agent 框架，对轨迹分析及数据合成有经验。 3.具有分布式训练、大模型推理系统、Agent Infrastructure 或大规模评测系统的实践经验。 4.参与过有影响力的开源项目，或在相关领域发表过高质量论文，具备良好的英文论文阅读和写作能力。

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