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SFAE PA E&E Data Mining Engineer 西门子工厂自动化工程有限公司 过程自动化解决方案业务 工程研发类 数据挖掘工程师(上海徐汇)

Shanghai, China
Engineering

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English (UK)

Job Description

SFAE PA E&E Data Mining Engineer

西门子工厂自动化工程有限公司 过程自动化解决方案业务 工程研发类 数据挖掘工程师



We are currently looking for Data Mining Engineer for SFAE PA E&E.

Main Responsibilities:

主要职责:

    You solve business problems with machine learning methods, signal processing, optimization methods, image processing and relevant techniques and create data analytics solutions in a product mindset based on business requirements

你需要通过机器学习方法、信号处理、优化方法、图像处理及相关技术来解决业务问题并创造数据分析解决方案产品。

    You design and implement robust data driven algorithms on a massively parallel platform (i.e. Hadoop, HBase, MapReduce, AWS)

你需要在大规模并行平台上(如Hadoop, HBase, MapReduce, AWS)设计和实现鲁棒的数据驱动算法

    You combine signal processing, machine learning and knowledge based methods in order to realize i.e. anomaly detection, fault classification, diagnosis and prognosis

你需要结合信号处理、机器学习和知识经验方法等来实现诸如异常侦测、故障分类、诊断和预报

    You extract industry feature in industry environment, define and iterate machine learning model according to requirements feature of industrial user and finally form as product.

你需要总结工业背景中的行业特性,制定和迭代针对行业用户需求特点的机器学习模型,形成产品

    In an agile process you closely work together with software engineers and domain experts in order to develop data analytics solutions for process industry and engineering

在敏捷开发的流程中与软件开发工程师和行业专家一起紧密合作来实现流程工业中的数据分析解决方案产品

 



Requirements:

要求:

    You hold a degree (Bachelor, Master or PhD) in computer science, (applied) mathematics, physics or engineering (ideally with a focus on machine learning)

你具有在计算机科学、(应用)数学、物理或工程(最好针对机器学习)的学历(本科、硕士或博士研究生)

    You have several years of professional experience in the field of data science, machine learning or statistics

你具备多年从事数据科学、机器学习或统计学的专业经验

    You have extensive knowledge in data mining processes, signal processing, image processing, time series analysis, simulation or related fields

你具备广博的数据挖掘流程、信号处理、图像处理、时间序列分析、仿真和相关领域的知识

    You have experience in one or more of the following data analytics frameworks or libraries and programming (i.e. KNIME, Python, R, Anaconda, Scikit-Learn, Tensorflow, Java)

你具备一项或多项数据分析框架、库和程序实现的经验(KNIME, Python, R, Anaconda, Scikit-Learn, Tensorflow, Java

    Ideally, you have first experience with massively parallel processing i.e. Hadoop, Spark, Pig, Hive, AWS etc.

你最好具备在大规模并行处理上的经验(如:Hadoop, Spark, Pig, Hive, AWS etc

    You have a strong interest within apps and digitalization especially in industrial environment

你对工业背景下的应用和数字化充满兴趣

    You preferably have background know-how about process and control within the process automation industry and learn fast

你最好在过程自动化领域的工艺和控制有一些认识和理解并且具备快速学习的能力

    You are proficient in English

你具有出色的英语口头和书面表达能力





SFAE introduction:

Established in 1993, Siemens Factory Automation Engineering Ltd. (SFAE) is a professional, leading and trustworthy engineering and service Company fully owned by Siemens in digital industry field. SFAE owns broad and profound industry knowhow and on the way of transforming itself and its customer into digitalization.

Our solution and service covers all phases of plant/production lifecycle including design, engineering, manufacturing, commissioning and operation optimization service. Business of SFAE PA covers Chemical & Petrochemical, Pharmaceutical, Food & Beverage, Glass & Solar, Water and Waste Water, etc in process automation field.



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Job ID: 108626

Organization: Digital Industries

Experience Level: Experienced Professional

Job Type: Full-time





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