西门子AI&Data Engineer - Siemens Mobility China
社招全职5-10年信息技术地点:北京状态:招聘
任职要求
For Mobility IT Department in APAC region, we are looking for AI&Data Engineer to work together with us. What are your responsibilities? • Work with business teams to clarify and analyze data and analytics requirements, driving these into effective IT, data lake, or data warehouse solutions. • Translate complex business needs into actionable technical requirements and high-impact data solutions. • Champion the deployment and adoption of the company’s Data Management Framework across departments, ensuring best practices in data governance, security, quality, and compliance are followed. • Build, maintain, and improve data processing solutions, leveraging Python, SQL, and cloud data platforms (such as Azure or AWS). • Have Strong SQL skills and experience working with data warehouses (Snowflake preferred) and Proficiency in Power BI dashboard development and report creation. • Design, build, and maintain scalable end-to-end data pipelines and analytics or AI/ML models, ensuring data readiness and quality for AI initiatives. • Implement and support high-quality data modeling, solution design, and system architecture. • Deeply understand company data (distribution, structure, meaning), conduct analyses, and propose ideas for data-driven insights and predictive solutions. • Evaluate, adopt, and integrate new analytics and AI technologies that offer competitive edge and support business objectives. • Build robust quality assurance and data protection methodologies into all data solutions. • Liaise with IT, data engineering, business intelligence, and project teams for seamless solution delivery and implementation activities. • Monitor, supervise, and enhance system infrastructure to ensure sustained functionality and ef…
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工作职责
N/A
包括英文材料
开发框架+
[英文] Understanding Modern Development Frameworks: A Guide for Developers and Technical Decision-makers
https://www.freecodecamp.org/news/understanding-modern-development-frameworks-guide-for-devs/
安全防护+
https://roadmap.sh/cyber-security
Step by step guide to becoming a Cyber Security Expert
https://www.w3schools.com/cybersecurity/
This course serves as an excellent primer to the many different domains of Cyber security.
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.
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.
Azure+
https://azure.microsoft.com/
Invent with purpose, realize cost savings, and make your organization more efficient with Microsoft Azure’s open and flexible cloud computing platform.
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