【百度】Appbuilder大模型算法工程师(J83989)
全职社招ACG地点:北京状态:招聘
工作描述
任职要求
-计算机、数学、统计等相关专业硕士及以上学历,3年以上相关工作经验 -扎实的数据结构和算法基础,熟练掌握Python等编程语言 -熟悉主流的深度学习框架,如PyTorch、Paddle等,具备丰富的模型训练和优化经验 -了解Langchain、LlamaIndex等大模型应用框架的设计思路和实现 -具备优秀的团队协作和沟通能力,能够独立承担项目并推动落地
工作职责
-负责大模型应用开发平台的算法设计与优化,提升开发者在平台上的体验与应用效率 -研究并应用前沿的深度学习和机器学习算法,推动大模型在实际业务场景中的应用落地,重点关注RAG、Agent、工作流等能力方向 -深入掌握Function Call,代码解释器,Post-training等原理及常用方法 -与产品、工程团队紧密合作,理解业务需求,制定相应的算法解决方案 -持续优化算法的效率和效果,确保平台的高性能和高可用性
包括英文材料
学历
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
算法+
https://roadmap.sh/datastructures-and-algorithms
Step by step guide to learn Data Structures and Algorithms in 2025
https://www.w3schools.com/dsa/
Python+
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.
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
PyTorch+
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.
LlamaIndex
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