美团【北斗】Agent构建算法研究员
校招全职核心本地商业-业务研发平台地点:北京状态:招聘
工作描述
任职要求 【任职资格】 必备条件: 1.2027届计算机、人工智能、数学、统计、电子信息、自动化等相关专业,本科及以上学历,博士/硕士优先。 2.熟悉 LLM 及 Agent 基本机制与技术原理,包括 LLM API、KV Cache、Agent Loop、Tool Use、Reasoning、Planning、Skills、MCP、Memory、Subagent、Multi-Agent 等;对 Prompt Engineering、Context Engineering、Harness Engineering 等课题有较深入了解。 3.熟练使用 AI Agent 工具进行软件开发,在软件开发领域具有极强的学习能力;能在 AI 辅助下,于没有直接经验的领域进行有质量保证的编程工作。 4.是 Agent 产品的忠实用户,对 Agent Harne…
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包括英文材料
学历+
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.
缓存+
https://hackernoon.com/the-system-design-cheat-sheet-cache
The cache is a layer that stores a subset of data, typically the most frequently accessed or essential information, in a location quicker to access than its primary storage location.
https://www.youtube.com/watch?v=bP4BeUjNkXc
Caching strategies, Distributed Caching, Eviction Policies, Write-Through Cache and Least Recently Used (LRU) cache are all important terms when it comes to designing an efficient system with a caching layer.
https://www.youtube.com/watch?v=dGAgxozNWFE
MCP+
https://www.youtube.com/watch?v=eur8dUO9mvE
Unlock the secrets of MCP! 🚀 Dive into the world of Model Context Protocol and learn how to seamlessly connect AI agents to databases, APIs, and more. Roy Derks breaks down its components, from hosts to servers, and showcases real-world applications. Gain the knowledge to revolutionize your AI projects!
https://www.youtube.com/watch?v=L94WBLL0KjY
Let's talk about MCP or the Model Context Protocol.
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!
质量保证+
https://roadmap.sh/qa
Steps to follow in order to become a modern QA Engineer
https://www.youtube.com/watch?v=AKLuQaPWcdg
Learn Testing And Quality Assurance Complete Course
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