蚂蚁金服【蚂蚁星】医疗基础自然语言大模型-蚂蚁健康-27届
校招全职2027届蚂蚁星- Plan A人才计划地点：北京 | 上海 | 杭州状态：招聘
工作描述
任职要求 基础要求： 1. 代码与工程能力卓越：精通Python，熟悉PyTorch/DeepSpeed/Megatron等深度学习框架，具备大规模分布式训练或强化学习系统开发经验者优先； 2. AI理论基础扎实：深入理解Transformer架构、大模型预训练/微调范式，对强化学习（PPO/GRPO/DPO等）、搜索规划、Agent架构及迁移学习/泛化理论有系统性认知； 3. 敏锐的前沿洞察力：具备极强的论文阅读与复现能力，能快速捕捉Long-horizon Agent、Reasoning、RL for LLM、Domain Generalization等领域的核心创新点，并具备批判性思维与技术选型判断力； 4. 使命驱动：致力于实现通用人工智能，对用AI解决医疗健康行业真实痛点有强烈热情与责任感，认同“通用能力为基、医疗场景为用”的技术路线。 加分项： 1. 顶会/顶刊成果：在ICML、NeurIPS、ICLR、ACL、EMNLP、AAAI等顶级会议/期刊发表过Agent、RL、Reasoning、Long-context、Domain Adaptation或医疗AI相关论文者优先； 2. 专项科研/项目…
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包括英文材料
Python+
https://liaoxuefeng.com/books/python/introduction/index.html
中文，免费，零起点，完整示例，基于最新的Python 3版本。
https://www.learnpython.org/
a free interactive Python tutorial for people who want to learn Python, fast.
https://www.youtube.com/watch?v=K5KVEU3aaeQ
Master Python from scratch 🚀 No fluff—just clear, practical coding skills to kickstart your journey!
https://www.youtube.com/watch?v=rfscVS0vtbw
This course will give you a full introduction into all of the core concepts in python.
PyTorch+
https://datawhalechina.github.io/thorough-pytorch/
PyTorch是利用深度学习进行数据科学研究的重要工具，在灵活性、可读性和性能上都具备相当的优势，近年来已成为学术界实现深度学习算法最常用的框架。
https://www.youtube.com/watch?v=V_xro1bcAuA
Learn PyTorch for deep learning in this comprehensive course for beginners. PyTorch is a machine learning framework written in Python.
DeepSpeed+
https://www.youtube.com/watch?v=pDGI668pNg0
Megatron+
https://www.youtube.com/watch?v=hc0u4avAkuM
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
强化学习+
https://cloud.google.com/discover/what-is-reinforcement-learning?hl=en
Reinforcement learning (RL) is a type of machine learning where an "agent" learns optimal behavior through interaction with its environment.
https://huggingface.co/learn/deep-rl-course/unit0/introduction
This course will teach you about Deep Reinforcement Learning from beginner to expert. It’s completely free and open-source!
https://www.kaggle.com/learn/intro-to-game-ai-and-reinforcement-learning
Build your own video game bots, using classic and cutting-edge algorithms.
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.
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
AI agent+
https://www.ibm.com/think/ai-agents
Your one-stop resource for gaining in-depth knowledge and hands-on applications of AI agents.
ICML+
https://icml.cc/
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