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Open nowPosted 260 days ago

【算法】Agent算法工程师/专家

poizon/index573 open roles

Where
Shanghai, Chinese Mainland
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Your applicationOpen now【算法】Agent算法工程师/专家poizon/index · Shanghai, Chinese Mainland
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  6. 44.6%60 days
This job: posted 260 days ago

The posting

1、负责Agent的设计与效果优化,通过Agent架构优化(工具、上下文管理、编排等)和模型优化(Agentic RL等具体任务的Post-Training),产出效果领先的Agent; 2、探索AgentArchitectures/Structures的上限,在Agent应用研究中最大程度释放模型的能力,研究Self-Evolving AI System,实现Self-Improving Agents; 3、设计和开发领先AI应用和解决方案原型,验证产品概念和需求,构建应用评估并优化Agent效果,为电商场景的AI应用提供领先的Agent解决方案。

1、熟悉Agentic RL的方法,了解Agentic RL Infra(例如CodeRL,Reward System),熟悉模型的Post-Training训练技术,能针对特定模型能力问题进行SFT、RL训练优化; 2、精通Python的编程技能,并有构建生产应用程序的经验,具备在Linux开发环境下的开发能力,熟悉至少一种主流大模型应用框架(如LangGraph、LlamaIndex、OpenAI AgentsSDK、GoogleADK等); 3、对大模型和Agent有较深入的理解,熟悉常见的LLM实施模式、提示工程、评估框架、检索框架等,了解Agent Architectures/Structures(Multi-Agent、Context Engineering/Mangemant、ReAct/PlanAct/CodeAct),了解Agent相关的交互协议(MCP、A2A、FunctionCall); 4、具备技术沟通能力,能够创建可扩展的内容(文档、教程、示例代码),同时有项目管理能力和多团队协同能力;了解大模型服务生态,有AI算法相关领域技术背景、AI产品工作经验的优先。

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