阿里巴巴企业智能事业部-高级算法专家-杭州
社招全职6年以上技术类-算法地点:杭州状态:招聘
任职要求
1. 计算机、人工智能相关专业硕士或博士 2. 具备4年及以上大模型(LLM/Large-scale NLP)实际落地经验;对Transformer架构、SFT、RLHF有深厚积淀。有办公、HR、财务、法务等垂直领域项目经验者优先 3. 对Agent架构(如ReAct, Multi-Agent)有深入理解,作为核心贡献者参与过GitHub 1k+ Stars…
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工作职责
1.负责打造面向办公、HR、财务、法务等专业场景的高阶智能Agent。设计并实现Agent架构,并构建企业级统一Agent意图识别能力,解决跨系统、跨部门的复杂办公协同任务,提升业务自动化率。 2.针对办公场景的严肃性与专业性,构建全面且专业的评测框架与数据集。与通义大模型团队保持紧密协同,定义办公领域模型的能力边界,通过Harness Engineering等手段驱动模型定向进化。 3.针对办公场景中海量的非结构化工单,建立完善的语义理解与结构化抽取机制。实现工单意图与模型插件能力的高效协同,将碎片化的用户需求转化为精准的可执行任务。 4.联动产品、工程及业务团队,将AI能力深度植入真实的办公链路。负责从算法原型到大规模上线的全过程,通过技术突破解决实际业务痛点,拿到显著的业务效能提升结果。
包括英文材料
大模型+
https://www.youtube.com/watch?v=xZDB1naRUlk
You will build projects with LLMs that will enable you to create dynamic interfaces, interact with vast amounts of text data, and even empower LLMs with the capability to browse the internet for research papers.
https://www.youtube.com/watch?v=zjkBMFhNj_g
NLP+
https://www.youtube.com/watch?v=fNxaJsNG3-s&list=PLQY2H8rRoyvzDbLUZkbudP-MFQZwNmU4S
Welcome to Zero to Hero for Natural Language Processing using TensorFlow!
https://www.youtube.com/watch?v=R-AG4-qZs1A&list=PLeo1K3hjS3uuvuAXhYjV2lMEShq2UYSwX
Natural Language Processing tutorial for beginners series in Python.
https://www.youtube.com/watch?v=rmVRLeJRkl4&list=PLoROMvodv4rMFqRtEuo6SGjY4XbRIVRd4
The foundations of the effective modern methods for deep learning applied to NLP.
Transformer+
https://huggingface.co/learn/llm-course/en/chapter1/4
Breaking down how Large Language Models work, visualizing how data flows through.
https://poloclub.github.io/transformer-explainer/
An interactive visualization tool showing you how transformer models work in large language models (LLM) like GPT.
https://www.youtube.com/watch?v=wjZofJX0v4M
Breaking down how Large Language Models work, visualizing how data flows through.
SFT+
https://cameronrwolfe.substack.com/p/understanding-and-using-supervised
Understanding how SFT works from the idea to a working implementation...
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