长鑫存储芯片AI算法主任工程师-Chip AI Algorithm Staff Engineer(J19467)
社招全职3年以上电路设计类地点:合肥 | 上海 | 北京状态:招聘
任职要求
1. 教育背景与专业知识:计算机、AI、微电子、数学、统计等相关专业,硕士及以上学历; 2. 专业技能与资格:熟练掌握C/C++/Python等编程语言及常见数据结构与算法,具备数据处理与系统开发实践经验,熟悉常见机器学习与深度学习算法,精通大模型技术原理及AI Agent技术原理,有完整的大模型微调、Agent系统开发或多模态数据处理项目落地经验; 3. 行业与专业经验:3年以上相关工作经验(博士可放宽工作年限要求); 4. 项目/任务成…
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工作职责
1. 模型开发与优化:设计并实现机器学习、深度学习及大模型算法,应用于业务场景问题;主导模型训练、调参、评估及部署全流程(含分类、预测、NLP任务等); 2. 数据处理与挖掘:构建高效数据管道,处理多源异构数据(文本、图像、时序数据等),开发特征工程方案以提升模型泛化能力; 3. 工程落地:将算法封装为API服务,使用TensorFlow/PyTorch及Flask/Django对接前后端系统,推动算法在生产环境中的稳定运行; 4. 前沿技术探索:跟踪AI领域最新进展(如多模态、强化学习、Agent技术),推进技术迭代与应用创新。
包括英文材料
学历+
C+
https://www.freecodecamp.org/chinese/news/the-c-beginners-handbook/
本手册遵循二八定律。你将在 20% 的时间内学习 80% 的 C 编程语言。
https://www.youtube.com/watch?v=87SH2Cn0s9A
https://www.youtube.com/watch?v=KJgsSFOSQv0
This course will give you a full introduction into all of the core concepts in the C programming language.
https://www.youtube.com/watch?v=PaPN51Mm5qQ
In this complete C programming course, Dr. Charles Severance (aka Dr. Chuck) will help you understand computer architecture and low-level programming with the help of the classic C Programming language book written by Brian Kernighan and Dennis Ritchie.
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
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.
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.hellointerview.com/learn/code
A visual guide to the most important patterns and approaches for the coding interview.
https://www.w3schools.com/dsa/
机器学习+
https://www.youtube.com/watch?v=0oyDqO8PjIg
Learn about machine learning and AI with this comprehensive 11-hour course from @LunarTech_ai.
https://www.youtube.com/watch?v=i_LwzRVP7bg
Learn Machine Learning in a way that is accessible to absolute beginners.
https://www.youtube.com/watch?v=NWONeJKn6kc
Learn the theory and practical application of machine learning concepts in this comprehensive course for beginners.
https://www.youtube.com/watch?v=PcbuKRNtCUc
Learn about all the most important concepts and terms related to machine learning and AI.
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
还有更多 •••