长鑫存储软件工程(J17389)
校招全职信息技术类地点：合肥 | 上海状态：招聘
任职要求
学历要求：本科及以上 专业要求：计算机科学与技术、数学与应用数学电子信息工程数据科学与大数据技术、AI、统计学、工业工程等相关专业 其他要求： 1.数理与计算机基础 扎实的数学基础：微积分、线性代数、概率统计、优化理论 精通计算机核心课程：数据结构与算法、操作系统、编译原理、数据库原理 掌握机器学习理论及深度学习框架（TensorFlow、PyTorch、Keras） 2.编程与开发能力 至少精通Python、Java、C++一门语言，熟悉Shell、Go为加分项 全栈开发能力： 后端：熟练使用SpringBoot、Cloud、MyBatis、FastAPI等框架 前端：掌握JavaScript、Vue、React及前后端分离开发 数据库：精通SQL、Oracle、MS-SQL、NoSQL，能优化查询与设计高可用架构 工具链：熟练使用Git、Maven、JIRA、Postman，熟悉AWS、K8s、Ansible、Terraform云工具 3.专业领域技能 测试开发： 掌握黑盒、白盒测试方法，设计测试用例并管理缺陷（JIRA） 开发自动化测试脚本（Selenium、Appium、JMeter） 算法与AI应用： 构建数学模型解决资源优化问题，运用运筹学（CPLEX、Gurobi） 开发预测性维护、良率预测、异常检测等工业AI应用 实现大模型技术（对话系统、智能问答）及视觉算法（目标检测、图像分割） 系统开发与运维： 全生命周期管理CIM、MES、EAP系统（需求分析→部署→24x7运维） 熟悉SEMI标准（SECS、GEM）及半导体制造流程 构建数据管道：从机台设备、业务库中提取、清洗、分析数据 4.软技能与特质 强烈的自驱力与学习能力，能快速掌握新技术并实践 出色的逻辑思维，将业务需求转化为技术方案 卓越的沟通协作能力，推动跨部门项目落地 抗压能力强，责任心突出，具备文档编写与知识分享习惯 5.优先项 有半导体制造、智能制造项目经验 熟悉时序分析、文本挖掘、决策优化 具备开源贡献或高质量论文发表 掌握前端数据可视化（HTML5、D3.js）
工作职责
1.负责芯片测试程序的开发与优化，包括测试用例设计、电性验证、异常分析和测试覆盖率评估，提升产品全流程测试效率和产能 2.设计开发测试相关软件系统和算法平台（自动化测试、数据分析等），完成需求分析、架构设计和代码实现，持续优化系统性能 3.主导数据产品开发，从业务系统数据库、设备机台等数据源进行数据采集、清洗和知识提取，构建数据智能应用 4.研发机器学习/深度学习算法，应用于预测性维护、良率预测、异常检测等场景，推动AI技术在制造流程中的落地 5.负责CIM/MES/EAP系统的全生命周期管理，包括需求分析、系统设计、开发测试、部署运维和持续优化 6.开发基于运筹优化的产能提升算法，通过资源优化配置形成端到端解决方案 7.构建智能分析系统，集成大模型、MCP等AI技术开发智能体应用，提升制造效率 8.确保系统高可用性，实施故障排查、应急响应和性能优化，建立24x7运维保障机制 9.遵循敏捷开发流程，完成测试用例编写、缺陷跟踪、环境维护等工作，保证软件质量 10.开展新技术研究和创新测试策略开发，持续改进系统功能和性能
包括英文材料
学历+
数据科学+
https://roadmap.sh/ai-data-scientist
Step by step roadmap guide to becoming an AI and Data Scientist
大数据+
https://www.youtube.com/watch?v=bAyrObl7TYE
https://www.youtube.com/watch?v=H4bf_uuMC-g
With all this talk of Big Data, we got Rebecca Tickle to explain just what makes data into Big Data.
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.
TensorFlow+
https://www.youtube.com/watch?v=tpCFfeUEGs8
Ready to learn the fundamentals of TensorFlow and deep learning with Python? Well, you’ve come to the right place.
https://www.youtube.com/watch?v=ZUKz4125WNI
This part continues right where part one left off so get that Google Colab window open and get ready to write plenty more TensorFlow code.
PyTorch+
https://datawhalechina.github.io/thorough-pytorch/
PyTorch是利用深度学习进行数据科学研究的重要工具，在灵活性、可读性和性能上都具备相当的优势，近年来已成为学术界实现深度学习算法最常用的框架。
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.
Keras+
https://keras.io/getting_started/intro_to_keras_for_engineers/
Keras 3 is a deep learning framework works with TensorFlow, JAX, and PyTorch interchangeably.
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.
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.
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
Bash+
[英文] The Bash Guide
https://guide.bash.academy/
A quality-driven guide through the shell's many features.
https://www.youtube.com/watch?v=tK9Oc6AEnR4
Understanding how to use bash scripting will enhance your productivity by automating tasks, streamlining processes, and making your workflow more efficient.
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。
Spring Boot+
https://spring.io/guides/gs/spring-boot
his guide provides a sampling of how Spring Boot helps you accelerate application development.
https://www.youtube.com/watch?v=Nv2DERaMx-4&list=PLzUMQwCOrQTksiYqoumAQxuhPNa3HqasL
The author teaches you how to use Spring Boot from a complete beginner, to building a REST API with a real database, Dockerising it and deploying it to the cloud.
FastAPI+
https://fastapi.tiangolo.com/tutorial/
This tutorial shows you how to use FastAPI with most of its features, step by step.
https://realpython.com/get-started-with-fastapi/
FastAPI is a web framework for building APIs with Python.
https://www.youtube.com/watch?v=rvFsGRvj9jo
This video today is a crash course, where we will go through the basics of FastAPI.
JavaScript+
https://developer.mozilla.org/zh-CN/docs/Learn_web_development/Core/Scripting
[英文] Learn JavaScript
https://learnjavascript.online/
The easiest way to learn & practice modern JavaScript
[英文] Learn JavaScript
https://web.dev/learn/javascript
https://www.youtube.com/watch?v=zuKbR4Q428o
Write bulletproof JavaScript code with unit testing!
Vue+
[英文] Tutorial | Vue.js
https://vuejs.org/tutorial/
The goal of this tutorial is to quickly give you an experience of what it feels like to work with Vue, right in the browser.
https://www.youtube.com/watch?v=VeNfHj6MhgA
3 Hour crash course of the Vue.js framework. You will learn all the fundamentals including components, directives, lifecycle, events and much more.
React+
[英文] Quick Start - React
https://react.dev/learn
This page will give you an introduction to 80% of the React concepts that you will use on a daily basis.
https://www.youtube.com/watch?v=SqcY0GlETPk
Master React 18 with TypeScript! ⚛️ Build amazing front-end apps with this beginner-friendly tutorial.
https://www.youtube.com/watch?v=x4rFhThSX04
Learn modern React basics in the most interactive, hands-on way possible in the full course for beginners.
SQL+
https://liaoxuefeng.com/books/sql/introduction/index.html
什么是SQL？简单地说，SQL就是访问和处理关系数据库的计算机标准语言。
https://sqlbolt.com/
Learn SQL with simple, interactive exercises.
https://www.youtube.com/watch?v=p3qvj9hO_Bo
In this video we will cover everything you need to know about SQL in only 60 minutes.
Oracle+
[英文] Oracle Tutorial
https://www.oracletutorial.com/
On this website, you can learn Oracle Database fast and easily.
https://www.youtube.com/watch?v=QHYuuXPdQNM&list=PL_c9BZzLwBRJ8f9-pSPbxSSG6lNgxQ4m9
NoSQL+
https://nosql-database.org/
Everything about NoSQL Systems – Types, Benefits, and Real-World Uses
https://piaosanlang.gitbooks.io/mongodb/content/section1.1.html
NoSQL(NoSQL = Not Only SQL )，即"不仅仅是SQL"，指的是非关系型的数据库。是对不同于传统的关系型数据库管理系统的统称。
https://www.youtube.com/watch?v=0buKQHokLK8
NoSQL databases can operate in multiple modes: as key-value store, document store or wide column store.
高可用+
https://redis.io/blog/high-availability-architecture/
A high available architecture is when there are a number of different components, modules, or services that work together to maintain optimal performance, irrespective of peak-time loads.
https://www.ibm.com/think/topics/high-availability
High availability (HA) is a term that refers to a system’s ability to be accessible and reliable close to 100% of the time.
Git+
https://www.youtube.com/watch?v=rH3zE7VlIMs
Learn Git from start to finished in this full course written by ThePrimeagen.
Maven+
https://liaoxuefeng.com/books/java/maven/index.html
Maven是一个Java项目管理和构建工具，它可以定义项目结构、项目依赖，并使用统一的方式进行自动化构建，是Java项目不可缺少的工具。
https://www.youtube.com/watch?v=Xatr8AZLOsE
You'll learn how to use Maven like a professional: installations, using the mvn wrapper, using Maven together with IDEs, and of course the Maven basics.
AWS+
https://aws.amazon.com/
Amazon Web Services offers reliable, scalable, and inexpensive cloud computing services. Free to join, pay only for what you use.
Kubernetes+
https://kubernetes.io/docs/tutorials/kubernetes-basics/
This tutorial provides a walkthrough of the basics of the Kubernetes cluster orchestration system.
https://kubernetes.io/zh-cn/docs/tutorials/kubernetes-basics/
本教程介绍 Kubernetes 集群编排系统的基础知识。每个模块包含关于 Kubernetes 主要特性和概念的一些背景信息，还包括一个在线教程供你学习。
https://www.youtube.com/watch?v=s_o8dwzRlu4
Hands-On Kubernetes Tutorial | Learn Kubernetes in 1 Hour - Kubernetes Course for Beginners
https://www.youtube.com/watch?v=X48VuDVv0do
Full Kubernetes Tutorial | Kubernetes Course | Hands-on course with a lot of demos
Ansible+
https://docs.ansible.com/ansible/latest/getting_started/index.html
Ansible automates the management of remote systems and controls their desired state.
Terraform+
https://developer.hashicorp.com/terraform/tutorials
Build, change, and destroy infrastructure with Terraform. Start here to learn the basics of Terraform with your favorite cloud provider.
https://www.youtube.com/watch?v=_45W3Z8XWL4
In this video you will learn the basics of using Terraform.
脚本+
[英文] Scripting language
https://en.wikipedia.org/wiki/Scripting_language
https://zhuanlan.zhihu.com/p/571097954
一个脚本通常是解释执行而非编译。脚本语言通常都有简单、易学、易用的特性，目的就是希望能让程序员快速完成程序的编写工作。
Selenium+
https://www.youtube.com/watch?v=j7VZsCCnptM
Learn Selenium by building a web scraping bot in Python.
https://www.youtube.com/watch?v=mOAXEQevCAE&list=PLhW3qG5bs-L_s9HdC5zNshE5Ti8jABwlU
JMeter+
https://jmeter.apache.org/usermanual/build-web-test-plan.html
In this section, you will learn how to create a basic Test Plan to test a Web site.
[英文] jMeter Tutorial
https://www.tutorialspoint.com/jmeter/index.htm
jMeter is an Open Source testing software. It is 100% pure Java application for load and performance testing.
https://www.youtube.com/watch?v=dfjX7fKSP7o
Apache JMeter, a free open-source Java app to load test functions and performance.
CPLEX+
https://home.engineering.iastate.edu/~jdm/ee458/CPLEX-GettingStarted2017.pdf
Describes the components of CPLEX: Interactive Optimizer, Concert Technology, Callable Library.
https://www.ibm.com/docs/en/icos/22.1.2?topic=ide-getting-started-tutorial
A tutorial in which you launch the IDE, create an empty project, enter an OPL model, add data, add a settings file, create run configurations and execute them.
https://www.youtube.com/watch?v=70HH-GNR9uM
Introduction to CPLEX OPL, Work Environment, Creating a new project, run configuration, data and model files.
Gurobi+
https://gurobi-machinelearning.readthedocs.io/en/stable/user/start.html
A Python package to help use trained regression models in mathematical optimization models.
https://www.youtube.com/watch?v=Er5RM06D9i8&list=PLHiHZENG6W8B_65-Unq-G59PtQtEc1Xj4
This session will provide a brief overview of the training.
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
HTML+
https://developer.mozilla.org/zh-CN/docs/Learn_web_development/Core/Structuring_content
[英文] Learn HTML
https://web.dev/learn/html
D3.js+
https://www.freecodecamp.org/news/d3js-tutorial-data-visualization-for-beginners/
I'm going to walk you through how to use D3.js in a step by step and beginner-friendly way.
相关职位
校招信息技术类
1.需求分析与规划 协助或主导业务需求调研，深入分析企业业务流程和信息化需求，形成《软件需求规格说明书》 参与产品构思与规划，结合行业需求研究提出解决方案，支持产品竞争力构建 2.系统设计与开发 根据需求完成系统架构设计，输出《系统架构说明书》及数据库CDM/PDM 负责编码实现，包括前端界面、后端逻辑及数据库交互，确保代码质量和系统稳定性 3.跨部门协作与项目管理 协同数据库设计师完成《数据库设计说明书》，配合测试团队进行多层级测试验证 参与售前技术支持，为产品部或客户提供功能培训 4.技术研究与应用 跟踪技术发展趋势（如低代码平台、AI、大数据），探索其在企业信息化中的应用 参与技术选型及平台集成（如API对接第三方系统）
更新于 2025-09-19
校招生产运营类
ESH体系工程师方向： 1.负责ESH流程的推广、执行监控、评价优化及数字化解决方案推进，确保流程有效落地与持续改进 2.负责部门级信息流与信息化平台的设计构建，推动业务数据实时获取与数字化分析，提升决策效率与报告质量 3.负责部门级项目平台的设计与运营，统筹项目资源、需求立项、进度监控及结项评价，确保项目高效交付和长效应用 ESH技术工程师方向 1.负责ESH管理体系的搭建与标准化，统筹各厂区ESH制度、数据监控及绩效管理，确保合规与持续改善 2.负责安防流程制定与SOP执行监督，配合信息安全部门实施物理安全管控，处理异常事件并推进系统规划与运维 3.负责损防与安全仪表设计审查及标准迭代，推进安全数智化应用开发与风险预警能力建设 4.负责业务流与风险控制数智化应用，构建集智能感知、分析、预警于一体的数智化风控能力 现场ESH工程师方向： 1.负责安全合规风险评估与标准制定，监督安全三同时执行，组织事件调查和建设项目安全管理 2.负责废水废气及危废合规处置，管理在线监测系统，推进环评、碳排放和节能减排相关事务 3.负责公司消防系统运营维护与故障识别，协助第三方审计，开展危化区域检查及消防培训演练 4.协助突发事件应急处置与ICS管理，优化应急指挥体系，组织演练和跨部门协作以提升响应能力 ESH体系工程师和ESH技术工程师：base合肥；现场ESH工程师，base合肥、上海。
更新于 2025-09-30
校招生产运营类
1.生产现场人/机/材/法管理 2.产能与瓶颈机台管理，生产效率提升 3.生产计划规划与执行 4.无尘室环境管理与人员训练 5.档控片与Wafer物料管理
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校招生产运营类
1.负责SMT及整体生产计划的制定与优化，基于市场需求、产能分析和物料供应情况，制定日/周/月/年生产计划，确保资源最优配置和准时交付（OTD） 2.监控生产计划执行情况，建立生产目标达成预警机制，定期输出复盘报告，识别潜在风险与改进机会，确保计划达成率 3.主导生产异常管理（设备故障/物料短缺等），协调生产、供应链、质量等部门制定恢复计划（RecoveryPlan），最大限度减少对交付的影响 4.负责BOM物料全生命周期管理，基于MRP系统进行物料准备、使用监控和损耗成本控制 推动生产计划数字化升级，熟练使用ERP（如SAP）、MES系统进行排程，逐步实现高级计划排程（APS） 5.开展生产运营数据分析，运用SQL/Python等工具进行产能、良率、库存等关键指标分析，提出流程优化建议 6.作为计划枢纽部门，协同采购、工艺、设备等部门确保信息流同步，建立高效的跨部门协作机制 7.承接公司发展战略，参与中长期产能规划（包括新厂计划、投资预算管控等），推动产能扩充建置 8.管理代工业务与跨厂区协作，包括出货管理、业务流程打通、资源共享等特殊项目计划主导 定期向高级管理层提交生产运营报告、项目状态更新和战略建议，确保业务目标与组织战略一致 9.持续优化生产排程逻辑，提升设备利用率（OEE）和生产效率，缩短生产周期 10.支持新工厂量产准备及产品交叉验证工作，协调跨厂区资源调度
更新于 2025-09-30