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Open nowPosted 252 days ago

AI算法工程师(智能体)

01ai/index53 open roles

Where
Beijing, Chinese Mainland
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Your applicationOpen nowAI算法工程师(智能体)01ai/index · Beijing, Chinese Mainland
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The clock on this job

Early applications get read.

11.5% of postings close within 7 days. Measured by our own scanner across the market. 01ai/index postings stay open a median of 1 days.

Share of postings closed within
  1. 2.1%1 day
  2. 4.4%3 days
  3. 11.5%7 days
  4. 18.1%14 days
  5. 35.6%30 days
  6. 44.6%60 days
This job: posted 252 days ago

01ai/index median: 1 days open

The posting

1、Agent 架构研发:基于主流大模型构建高性能智能体框架,实现包括感知、短期/长期记忆、规划(Planning)及工具调用(Tool Use)在内的核心功能。 2、推理逻辑优化:针对复杂业务场景,通过 Prompt Engineering、CoT(思维链)、ToT(思维树)等技术,提升 Agent 在多步推理和复杂决策中的准确率与稳定性。 3、工具调用与集成:开发并优化 Agent 对外部 API、数据库及插件的调用机制,解决模型在真实环境中的“落地最后一步”问题。 4、模型调优与迭代:通过 SFT(有监督微调)或强化学习手段,针对特定垂直领域提升 Agent 的专业表现。 5、产研协同落地:与全栈工程师、产品经理紧密配合,确保算法方案在实际产品中高效运行,并持续跟踪线上表现进行优化。

  • 技术栈:Python / PyTorch / LLaMA-Factory / PEFT (LoRA/QLoRA) / SFT & DPO / LangGraph / Vector DB
  • 经验要求:3年+
  • 专业背景:人工智能、计算机、统计学、数学 等相关专业硕士及以上学历。
  • 核心技术:深入理解 Transformer 原理,熟悉常用的大模型架构(如 Llama, GPT, Qwen 等)及其应用模式。
  • 编程能力:精通 Python 编程,熟悉 PyTorch 或 TensorFlow,具备良好的代码风格与算法实现能力。
  • 框架经验:至少熟悉一种 Agent 开发框架(如 LangChain, AutoGPT, CrewAI 或微软 AutoGen)。
  • 解决问题:具备出色的逻辑思维,能够从繁杂的业务流程中抽象出算法模型,并有较强的抗压能力。

加分项 - 实战经验:有 RAG(检索增强生成)系统优化、多智能体协同(Multi-Agent System)相关项目经验者优先。 - 国际化视野:具备优秀的英文文献阅读能力或海外项目经验者优先。 - 工程优化:熟悉模型量化、推理加速(如 TensorRT, vLLM)或分布式训练技术。 - 社区影响力:在 GitHub 上有高质量 AI 相关的开源项目,或在 AI 顶会发表过相关论文。

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