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)

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:


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


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


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.


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







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


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


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


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


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


You are proficient in English


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.


Job ID: 177426

Organization: Digital Industries

Company: Siemens Factory Automation Engineering Ltd.

Experience Level: Experienced Professional

Job Type: Full-time

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