
长江存储AI应用开发工程师(固件赋能方向)(J14569)
社招全职3年以上地点:上海 | 武汉状态:招聘
任职要求
基础条件: - 计算机/软件工程/AI相关专业本科及以上学历,3年以上AI应用开发经验; - 精通Python开发,熟悉REST API开发; - 精通LLM应用开发框架:至少熟悉LangChain或LlamaIndex中的一种; - 深入理解RAG技术原理,有向量数据库(Milvus/Pinecone/Weaviate等)实际使用经验; - 熟悉Prompt Engineering(Few-shot、CoT、角色…
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工作职责
1. 设计并开发面向固件开发场景的LLM Agent系统,覆盖代码生成、Code Review、日志分析等流程,实现多Agent协同与外部工具(编译器、调试器)调用; 2. 构建固件开发专用RAG知识库,整合芯片Datasheet、参考设计、历史代码库、调试日志等,实现硬件文档的语义搜索与智能问答; 3. 基于代码大模型构建固件代码生成系统,支持驱动代码、HAL层代码、中断服务例程的自动生成,与CI/CD流水线集成实现自动编译检查; 4. 开发基于LLM的调试辅助工具,实现错误日志智能解析、故障根因定位与修复建议生成; 5. 为固件工程师提供AI工具使用培训,持续收集反馈并优化系统。
包括英文材料
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.
REST+
https://roadmap.sh/golang/rest-api
Building a REST API in Go offers a blend of high performance, ease of deployment, and scalability.
https://spring.io/guides/gs/rest-service
This guide walks you through the process of creating a “Hello, World” RESTful web service with Spring.
https://www.restapitutorial.com/
REST (Representational State Transfer) APIs have revolutionized the way developers build and integrate web services, enabling seamless communication between systems and applications.
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
开发框架+
[英文] Understanding Modern Development Frameworks: A Guide for Developers and Technical Decision-makers
https://www.freecodecamp.org/news/understanding-modern-development-frameworks-guide-for-devs/
LangChain+
https://python.langchain.com/docs/tutorials/
New to LangChain or LLM app development in general? Read this material to quickly get up and running building your first applications.
https://www.freecodecamp.org/news/beginners-guide-to-langchain/
LangChain is a popular framework for creating LLM-powered apps.
LlamaIndex+
https://developers.llamaindex.ai/python/framework/getting_started/starter_example/
This tutorial will show you how to get started building agents with LlamaIndex.
https://www.ibm.com/think/tutorials/llamaindex-rag
LlamaIndex is a powerful open source framework that simplifies the process of building RAG pipelines.
RAG+
https://www.youtube.com/watch?v=sVcwVQRHIc8
Learn how to implement RAG (Retrieval Augmented Generation) from scratch, straight from a LangChain software engineer.
Milvus+
[英文] Tutorials Overview
https://milvus.io/docs/tutorials-overview.md
This page provides a list of tutorials for you to interact with Milvus.
https://www.baeldung.com/milvus-tutorial-intro
In this tutorial, we’ll explore Milvus, a highly scalable open-source vector database.
https://www.youtube.com/watch?v=7ejr_ZzU9jw
Discover the power of Milvus, an open-source vector database revolutionizing AI applications.
https://www.youtube.com/watch?v=Yhv19le0sBw
Vector databases have been trending recently as they power modern search, recommendations, and AI-driven applications.
Pinecone+
https://www.pinecone.io/learn/
Start building knowledgeable AI today. Create your first index for free, then pay as you go when you're ready to scale.
https://www.youtube.com/watch?v=AGKY_Q3GjRc
Getting started with the Pinecone vector database, used for retrieval augmented generation, semantic search, recommendation, and much more.
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