Job Description
The Process Industries and Drives Division is a reputed global provider of future-proof automation and drive technology, industry software and services based on innovative technology platforms. With our standard components, complemented by industry-specific solutions, we successfully fulfill specific customer requirements from various industries. As a Trusted Partner across the entire lifecycle of industrial plants – from design and engineering to modernization – Siemens PD paves the ways towards digitalization in the process industries, enabling long-term growth.
Duties and Responsibilities
Your main responsibilities in this role include the following:
You solve business problems with machine learning methods, signal processing, optimization methods and relevant techniques and create data analytics solutions based on business requirements
You design and implement robust data driven algorithms on a massively parallel platform (i.e. Hadoop, HBase, MapReduce, AWS)
You combine signal processing, machine learning and knowledge based methods in order to realize i.e. anomaly detection, fault classification, diagnosis and prognosis
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 power generation
Job Requirements
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 preferably have background know-how within the process automation and oil and gas industry
You have extensive knowledge in data mining processes, signal processing, image processing, time series analysis 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)
Ideally, you have first experience with massively parallel processing i.e. Hadoop, Spark, Pig, Hive, AWS etc.
You have excellent English skills.
Job Details
Company/Organization: Siemens
Employment Type: Full-time Job
Job Functions: Research & Development
Job Location: Abu Dhabi, United Arab Emirates
Application Deadline: N/A
