西门子高级系统架构师
社招全职10年以上产品管理地点:北京状态:招聘
工作描述
任职要求 • 学历与专业:计算机科学、软件工程、自动化、暖通等相关专业学士及以上学历,8 年以上工业级软件系统架构设计经验,其中至少 3 年以上工控产品(含软硬件结合)架构设计经验,有楼宇自动化、暖通空调领域经验者优先。 • 精通系统架构设计方法论(如 DDD、微服务架构、分层架构等),具备从 0 到 1 搭建工业软件系统的成功案例。 • 熟悉工业场景下的软硬件协同设计,深入理解嵌入式系统、边缘计算设备、传感器数据采集与处理流程,能有效平衡软件功能与硬件资源限制。 • 了解机器学习、深度学习在工业场景(如设备故障预测、能耗优化)的应用实践。 • 具备扎实的编程基础,熟练掌握 C/C++、Python 等至少一种主流编程语言,熟悉 Linux 系统开发、网络通信协议(如 MQTT、OPC UA)及数据库技术。熟悉BACnet, Modbus协议优先。 • 熟悉Vue.js和 Ractive.js框架优先。 • 具备极强的需求分析与转化能力,能从复杂的前端业务场景中提炼核心技术需求,并转化为合理的架构设计。 • 拥有优秀的跨团队协作能力,能高效协调硬件、软件、前端、测试等多团队资源,推动架构落地。 • 具备敏锐的技术洞察力,能跟踪行业技术动态,提出创新性的架构优化方案,解决关键技术瓶颈。 …
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包括英文材料
学历+
系统设计+
https://roadmap.sh/system-design
Everything you need to know about designing large scale systems.
https://www.youtube.com/watch?v=F2FmTdLtb_4
This complete system design tutorial covers scalability, reliability, data handling, and high-level architecture with clear explanations, real-world examples, and practical strategies.
DDD+
https://ddd-crew.github.io/ddd-starter-modelling-process/
This process gives you a step-by-step guide for learning and practically applying each aspect of Domain-Driven Design (DDD) - from orienting around an organisation’s business model to coding a domain model.
[英文] Domain Driven Design
https://medium.com/@matteopampana/list/domain-driven-design-c1efaabe287e
Everyone talks about DDD, but how many understand and correctly apply Domain-Driven Design? I want to be one of them.
https://redis.io/glossary/domain-driven-design-ddd/
Domain-Driven Design (DDD) is a software development philosophy that emphasizes the importance of understanding and modeling the business domain.
微服务+
https://learn.microsoft.com/en-us/training/modules/dotnet-microservices/
Microservice applications are composed of small, independently versioned, and scalable customer-focused services that communicate with each other by using standard protocols and well-defined interfaces.
https://microservices.io/
Microservices - also known as the microservice architecture - is an architectural style that structures an application as a collection of two or more services.
https://spring.io/microservices
Building small, self-contained, ready to run applications can bring great flexibility and added resilience to your code.
https://www.ibm.com/think/topics/microservices
Microservices, or microservices architecture, is a cloud-native architectural approach in which a single application is composed of many loosely coupled and independently deployable smaller components or services.
https://www.youtube.com/watch?v=CqCDOosvZIk
https://www.youtube.com/watch?v=hmkF77F9TLw
Learn about software system design and microservices.
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.
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