字节跳动大模型Agent技术专家-智能服务
社招全职3年以上A229896地点:深圳状态:招聘
任职要求
1、3年以上研发工作经验,本科及以上学历,计算机相关专业,具有LLM工程化相关研发经验; 2、扎实的后台研发能力,熟练掌握Golang/Java/Python任一编程语言,熟悉MySQL、ES等常用基础组件; 3、良好的设计能力、沟通能力,团队协作能力及项目掌控能力,有较强的责任心,追求极致; 4、对业务敏感,能快速理解业务背景,具备优秀的技术与业务结合能力,有较好的需求抽象能力和架构能力。 加分项: 1、有大模型应用落地能力优先,包括并不限于PE、Agent、RAG等; 2、有大模型训练、部署、推理加速、蒸馏等经验优先。
工作职责
1、负责字节跳动各业务在泛体验、泛安全、泛质量方向下的大模型工程化能力建设; 2、探索业界前沿的大模型工程研发(LLMOps)相关技术,支持LLM、MLLM、CodeLLM等落地于上述场景,打造高效工具链和应用系统,包括并限于Agent、RAG、任务调度、推理加速、评测、PE等,持续优化效果和性能,保障服务高可用性; 3、深度参与项目研发,与产品、算法、质量等同学保持密切配合,不断优化项目整体效益,提升产品体验。
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
Go+
https://www.youtube.com/watch?v=8uiZC0l4Ajw
学习Golang的完整教程!从开始到结束不到一个小时,包括如何在Go中构建API的完整演示。没有多余的内容,只有你需要知道的知识。
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.
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.
MySQL+
https://juejin.cn/post/7190306988939542585
这是一篇 MySQL 通关一篇过硬核经验学习路线,包括数据库相关知识,SQL语句的使用,数据库约束,设计等。
[英文] MySQL Tutorial
https://www.mysqltutorial.org/
your go-to resource for mastering MySQL in a fast, easy, and enjoyable way.
https://www.youtube.com/watch?v=5OdVJbNCSso
MySQL SQL tutorial for beginners
https://www.youtube.com/watch?v=7S_tz1z_5bA
This beginner-friendly course teaches you SQL from scratch.
ElasticSearch+
https://www.youtube.com/watch?v=a4HBKEda_F8
Learn about Elasticsearch with this comprehensive course designed for beginners, featuring both theoretical concepts and hands-on applications using Python (though applicable to any programming language). The course is structured in two parts: first covering essential Elasticsearch fundamentals including index management, document storage, text analysis, pipeline creation, search functionality, and advanced features like semantic search and embeddings; followed by a practical section where you'll build a real-world website using Elasticsearch as a search engine, working with the Astronomy Picture of the Day (APOD) dataset to implement features such as data cleaning pipelines, tokenization, pagination, and aggregations.
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.
RAG+
https://www.youtube.com/watch?v=sVcwVQRHIc8
Learn how to implement RAG (Retrieval Augmented Generation) from scratch, straight from a LangChain software engineer.
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