
美图Agent算法实习生 - AI Agent中台 · 厦门 / Agent Algorithm Intern – AI Agent Platform · Xiamen
实习兼职算法类地点:北京状态:招聘
工作描述
关于本岗位: 我们在构建 AI Agent 中台,探索大模型能力如何被更可靠地编排、评测与工程化。你将和技术团队一起,在 Agent 架构、自动化评测和前沿技术预研中解决真实问题。 你将参与: · 参与 AI Agent 中台的架构设计与核心功能开发,产出可运行、可迭代的工程实现; · 协助构建 Agent 中台的自动化评测框架,对不同大模型的 Agent 能力进行深度评估,沉淀可复用的评测方法; · 跟进业界最新的 Agent 论文与框架,参与内部技术预研,输出有落地价值的技术调研与原型验证。 我们希望你具备: · 本科及以上学历; · 掌握 Python/Java/C++ 等编程语言开发,具备扎实的算法与数据结构基础; · 具备 Agent 系统开发经验,掌握 LangGraph/ADK/AgentScope 等框架及其实现原理; · 了解 Claude Code/OpenClaw 等前沿 Agent 的实现机制,能设计高可用、高扩展性的大模型/Agent 工程架构; · 掌握 Prompt 工程、RAG、Tool Calling、Harness Engineering、Skills 等 AI 应用关键技术; · 了解机器学习、深度学习框架(PyTorch/TensorFlow); · 对 AI 技术充满热情,熟练使用各类 AI 提效工具,具备快速学习能力,持续关注 AIGC 前沿研究。 加分项: · 计算机科学、软件工程、人工智能等相关专业背景; · 有 Transformer 等模型实战经验; · 在 NeurIPS、ICML、ICLR、ACL 等相关会议发表过论文。 What You’ll Be Part Of: We’re building an AI agent platform and exploring how to make large-model capabilities more reliably orchestrated, evaluated, and production-ready. You’ll w…
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包括英文材料
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.
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
系统设计+
https://roadmap.sh/system-design
Everything you need to know about designing large scale systems.
https://www.youtube.com/watch?v=F2FmTdLtb_4
This complete system design tutorial covers scalability, reliability, data handling, and high-level architecture with clear explanations, real-world examples, and practical strategies.
学历+
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.
Java+
https://www.youtube.com/watch?v=eIrMbAQSU34
Master Java – a must-have language for software development, Android apps, and more! ☕️ This beginner-friendly course takes you from basics to real coding skills.
C+++
https://www.learncpp.com/
LearnCpp.com is a free website devoted to teaching you how to program in modern C++.
https://www.youtube.com/watch?v=ZzaPdXTrSb8
算法+
https://roadmap.sh/datastructures-and-algorithms
Step by step guide to learn Data Structures and Algorithms in 2025
https://www.hellointerview.com/learn/code
A visual guide to the most important patterns and approaches for the coding interview.
https://www.w3schools.com/dsa/
数据结构+
https://www.youtube.com/watch?v=8hly31xKli0
In this course you will learn about algorithms and data structures, two of the fundamental topics in computer science.
https://www.youtube.com/watch?v=B31LgI4Y4DQ
Learn about data structures in this comprehensive course. We will be implementing these data structures in C or C++.
https://www.youtube.com/watch?v=CBYHwZcbD-s
Data Structures and Algorithms full course tutorial java
高可用+
https://redis.io/blog/high-availability-architecture/
A high available architecture is when there are a number of different components, modules, or services that work together to maintain optimal performance, irrespective of peak-time loads.
https://www.ibm.com/think/topics/high-availability
High availability (HA) is a term that refers to a system’s ability to be accessible and reliable close to 100% of the time.
Prompt+
https://cloud.google.com/vertex-ai/generative-ai/docs/learn/prompts/introduction-prompt-design
A prompt is a natural language request submitted to a language model to receive a response back.
https://learn.microsoft.com/en-us/azure/ai-foundry/openai/concepts/prompt-engineering
These techniques aren't recommended for reasoning models like gpt-5 and o-series models.
https://www.youtube.com/watch?v=LWiMwhDZ9as
Learn and master the fundamentals of Prompt Engineering and LLMs with this 5-HOUR Prompt Engineering Crash Course!
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