西门子Senior Software Engineer, AI and Machine Learning Systems
社招全职研发地点:上海 | 杭州 | 深圳 | 北京状态:招聘
任职要求
The role Siemens builds the systems the physical world runs on: factories, power grids, buildings, trains, hospitals. Industrial and physical AI is a major opportunity in applied AI, and one of the harder ones to get right. There is a generation of AI-powered products to build. We are forming engineering pods in China to build them. As a Senior Software Engineer, you are one of the senior builders in the pod. You take significant chunks of the system from design through production and own them: data pipelines, training infrastructure, inference services, model serving, integration with industrial systems, or the product surface on top. This is a hands-on engineering role. You write the code that ships. You partner with Principal Engineers on architecture, with Applied Scientists on getting models into production, and with Product Management on what the system needs to do. You are expected to make sound technical decisions inside your area without supervision. Key responsibilities • Design, build, and operate significant components of the pod's AI-powered systems end to end • Take ambiguous problems and turn them into working software: design, implementation, testing, deployment, and operation • Partner with Applied Scientists to take models from experimentation into production: data readiness, training pipelines, inference, observability • Own production quality in your area: reliability, latency, cost, monitoring, on-call, incident response • Make sound technical decisions inside your area, and escalate decisio…
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工作职责
N/A
包括英文材料
Code review+
https://google.github.io/eng-practices/review/reviewer/
The pages in this section contain recommendations on the best way to do code reviews, based on long experience.
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.
还有更多 •••