1.參與公司數據項目數據探索、分析洞察、挖掘建模,負責方案設計和落地,從數據分析和數據挖掘角度為業務改進和提升提供建議;
Participated in data exploration, analysis and insight, mining and modeling of company data projects, responsible for scheme design and implementation, and provided suggestions for business improvement and promotion from the perspective of data analysis and data mining;
2.構建數據產品,負責各類數據報告的開發、應用、監控優化,保證數據產品的實用性及可衡量性,支撐公司業務發展和決策;
Build data products, responsible for the development, application, monitoring and optimization of various data reports, ensure the practicability and scalability of data products, and support the company's business development and decision-making;
3.開展數據挖掘分析算法、工具研究工作,研發創新方法解決業務問題;
Carry out research on data mining and analysis algorithms and tools, and develop innovative methods to solve business problems;
4.與業務用戶合作,成為數據專家,知道如何使用數據以及有哪些數據管道;
Work with business users to become data experts and know how to use data and what data pipelines are available;
5.對用戶進行數據工程方面的培訓,確保用戶能夠獨立完成需求調查;
Conduct data engineering training for users to ensure that users can independently complete the demand survey;
6.幫助數據分析人員準備數據和開發端到端數據管道;
Help data analysts prepare data and develop end-to-end data pipelines;
7.負責簡化整個企業的數據管道,協助初始數據探索步驟;
Responsible for simplifying the data pipeline of the whole enterprise and assisting in the initial data exploration steps;
8.協助編程、建模和數據集成,支持任務自動化;
Assist in programming, modeling and data integration, support task automation;
9.支持協助數據建立和執行及數據收集、集成和流程的執行;
Support and assist in data creation and execution and data collection, integration and process execution;
1.本科及以上學歷,三年以上IT領域經驗
Bachelor degree or above with at least 3 years experience in IT field
2.教育背景:計算機科學、統計數學或其他相關專業
Education: BS Computer Sciences, statistics, mathematics or other related majors
3.雙語,普通話/英語,書面表達能力
Good English and Chinese reading and writing skills
4.熟悉制造行業的業務發展與知識,公司業務及產品流程并有自己獨特的見解,能迅速根據具體的業務發展與數據情況建立業務數據分析模型
Familiar with the business development and knowledge of the manufacturing industry, the company's business and product processes and have their own unique insights, can quickly establish business data analysis model based on specific business development and data situation。
5.熟悉MES,ERP,BPM系統知識與業務流程的人員優先
Familiar with MES,ERP,BPM system knowledge and business process is preferred