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[上海]伯曼机械制造(上海)有限公司
职位:Data Analytics&Optimisation Engineer
发布时间:2024-11-21
工作地点:上海
信息来源:前程无忧(51JOB)
职位类型:全职
职位描述
专业1:传播学
专业2:统计学
职能类别:数据分析师
The goal of Data Analytics&Optimisation Engineer is to empower BEUMER Group to become the partner of choice by achieving customer excellence through internal data excellence. This role is responsible for leveraging data analytics techniques to drive strategic decision-making and optimization initiatives to enhance operational efficiency and profitability.
Job Description:
- Data Analysis and Insights Generation
1. Collect, clean, and preprocess large and complex datasets from multiple sources. This may include structured data from databases and unstructured data from logs, documents, and other relevant sources.
2. Apply advanced statistical and analytical methods to explore the data. Conduct descriptive, diagnostic, predictive, and prescriptive analyses to uncover hidden patterns, trends, and relationships within the data.
3. Interpret and visualize data to communicate findings effectively to both technical and non - technical stakeholders. Develop interactive dashboards in Power BI, as well as reports, and visualizations using data visualization tools to present complex data in an understandable manner.
- Optimization Modelling
1. Identify optimization opportunities within business processes, systems, and operations by using data analysis and modelling tools.
2. Develop mathematical models and algorithms to represent optimization problems. Assist in the utilization of techniques such as linear programming, integer programming, nonlinear programming, or simulation to find optimal solutions.
3. Collaborate with subject matter experts to understand the business context and constraints of optimization problems to ensure the developed models are practical.
- Data-Driven Decision Support
1. Provide data driven recommendations and insights to support strategic decision making at various levels.
2. Conduct ad - hoc data analysis to answer specific business questions and support decision making in projects or initiatives.
3. Collaborate closely with business leaders to understand their needs and provide timely and relevant data analysis.
- Communication and Coordination
1. Work closely with cross functional teams to collaborate on projects, share insights, and ensure that data analytics and optimization efforts are integrated with overall business strategies.
2. Participate in meetings, workshops, and brainstorming sessions. Communicate technical concepts to non - technical stakeholders effectively and translate business requirements into data driven optimization projects.
Job Requirements:
1. Bachelor's degree in engineering, Mathematics, Statistics, Computer Science, or a related field.
2. Be familiar with data analysis, preparation and transformation using programming languages such as Python, R or Julia.
3. Experience with data analysis libraries and data visualization tools (e.g., Tableau, PowerBI, Matplotlib).
4. Basic knowledge of statistical analysis and machine learning techniques (regression analysis, clustering, classification, and time - series analysis)
5. Experience with predictive analytics.
6. Familiarity with data infrastructure and database systems, such as SQL databases (e.g., MS SQL Server) and big data platforms (e.g., Spark, Snowflake, Microsoft Synapse Analytics).
7. Basic knowledge of data warehousing concepts.
8. Good English skill (B2, IELTS 6.5). Good German skill is preferred.
9. Strong problem-solving skills, with the ability to think critically and logically to solve complex data related problems.
10. Good Team Player.
公司简要介绍:
公司名称:伯曼机械制造(上海)有限公司
公司类型:外资(欧美)
公司规模:150-500人
公司介绍:伯曼机械制造两合有限责任公司创立于1935年,总部设在德国北威州Beckum镇。自创立以来,伯曼公司就一直保持着独立的私营家族企业的身份。
伯曼生产的机械设备, 其中处于世界领先的输送和装卸技术包括了斗提机,胶带输送机,链式输送机等大型物流输送设备,尤其是各国水泥生产行业的选择设备。而分拣及分类系统更是世界各大机场,物流传送企业的必备之选。
伯曼的技术在全球70多个国家得到了成功应用。伯曼在中国内设有分公司和生产,在世界各洲设有子公司和联营公司,并在70多个国家设立了办事处,严密的布局向广大客户保证:伯曼就在您身边。另外,伯曼踊跃地参加国内外各种规模的展览会和高级专业会议,这是公司展示伯曼技术的舞台。在这个舞台上,旧的关系得以巩固,新的联系得以建立,彼此的经验得以交流。
伯曼公司代表了独立、现代、发展稳定、面向未来且热心公益事业的家族企业的形象。 “不在于一时的盈利,而在于永久的成功”,这是公司长期坚持并将继续实践的座右铭,是伯曼在未来发展中的航向。我们在实施全球战略布局的同时追求持续稳定的高质量发展。
公司有多条班车路线:(车间员工因班值错峰可能无法乘坐)