Siemens - R&D Data Scientist (Machine learning, Data mining)

paid / full-time / St Petersburg, Moscow Russia

R&D Data Scientist (Machine learning, Data mining)

  • Sankt Petersburg, Russian Federation; Moscow, Russian Federation
  • Research & Development
  • 217410

Job Description

Siemens Corporate Technology department is looking for a passionate data scientist with a solid analytical background. You should be excited with conducting data analysis in a large multinational corporation and creating data mining / machine learning assets while digging into customer’s domain area. You will be involved in state-of-the-art application of machine learning to massive datasets coming from real world engineers and end-product users, from sensors installed at water/oil supply networks and gas turbines to steel production systems and high speed trains.

What are the responsibilities?

• Participate in development of analytic components in industrial intelligent systems for anomaly detection, predictive analytics, forecasting, signal processing

• Dive into huge, noisy, and complex real-world behavioral data to produce innovative analysis and new types of predictive models of engineering behaviors and manufacturing processes performance

• Explore the untapped potential of big data for design, engineering and analysis tasks and devise revolutionary approaches

• Advance the state-of-the-art in the field, including generating patents and publications in top journals and conferences

• Apply deep learning techniques to large-scale, real-world problems

• Fast prototyping, feasibility studies, specification and implementation of data analysis product components

• Working with customers to understand algorithm requirements and deliver high-quality solutions

What are the requirements?

• Degree in mathematics and/or statistics

• Practical experience in data mining, machine learning, knowledge discovery, artificial intelligence, signal processing, time series forecasting

• Hands-on advanced proficiency in handling and analyzing large data sets

• Knowledge in optimal computational environment required for data processing, mining and machine learning

• Programming languages: Python, R

• Scientific publications and references or proven successful industry experience

• Great interest and motivation for applied research

• Upper intermediate English

Would be beneficial:

• Experience in Deep Learning tools like - Pylearn2, Caffe, Theano, PyTorch

• Experienced with the information technology aspects of data collection, organization, and integration

• Experience with AWS, GCP, Azure

What do we offer?

• Full time position

• A-class office in the city center

• Corporate trainings

• Corporate medical insurance

• Corporate pension program

• Fitness compensation

• Lunch compensation

Organization: Corporate Technology

Company: OOO Siemens

Experience Level: Experienced Professional

Job Type: Full-time

Apply for this position.

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