Senior Data Scientist (ML, DataScience, Railway/Industry, BigData in AWS, Python, Project Management, SAFe, Scrum) Remote/Frankfurt
Job description:
** Under the contract, the contractor provides services independently and** **self organized:** * Identification and evaluation of machine learning use cases in the context of predictive maintenance * Implementation of explorative data analysis to identify patterns and trends * Development of machine learning models for pattern recognition and prediction * Creation and presentation of data visualizations and reports * Development of data models for data storage * Extraction, transformation and loading of data from different sources (v.a AWS Cloud) * Development of data pipelines for data acquisition and processing in AWS Cloud * Consultancy in optimizing data processing processes **Requirements:** * Experience in the analysis and modelling of environmental influences (minimum one-year industry - or research project experience with reference to modeling environmental/weather influences in CV detectable) * Experience in the mediation and teaching of Data Sciene / ML Methodology and Procedure (Reportable by at least one year corresponding teaching) - or training - Orders in CV) * Experience in the field of rail infrastructure maintenance (revealable by at least one corresponding project in the CV) **Muss requirements:** * Experience in the development and implementation of Data Science & Machine Learning applications in the context of predictive maintenance in the railway - or industrial sector (in the CV by appropriate referenences detectable at least. 2 years of experience in a corresponding project) * Experience in the processing and analysis of sensor data/big data in the AWS Cloud In the CV can be detected by corresponding references (at least 2 year experience in one corresponding project) * Knowledge in the programming language Python in the use of Data Science and ML projects (In CV by at least. 2 project projects renzen and at least 7 years of project use detectable) * Skills and experiences in project management, including stakeholder communication with technical experts, specialist experts and decision-makers, including C level. (At least 2 years corresponding project experience is broken down into the CV. If validated in an interview) * High methodological competence in agile projects (SAFe, SCRUM) in the group environment In CV can be detected by at least one year project references in the group environment