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02.10.2020

Data scientist

Luxoft
IT - разработка ПО
    • Project Description:We are seeking a Senior Data Scientist to work within our data monitoring team experienced in using statistical, algorithmic, mining and/or visualisation techniques to address complex business problems and have demonstrable relevant experience.
    • Responsibilities:
    • Mandatory Skills:
    • Nice-to-Have Skills:
    • Languages:
    • - Work with subject matter experts to identify opportunities for leveraging company data to solve data monitoring use cases.- Mine, wrangle and analyse company data to provide insights and drive R&D activities and model preparation.- Collaborate with colleagues/stakeholders on data acquisition, modelling and deployment.- Assess the effectiveness and accuracy of data sources and data gathering techniques.- Develop custom models and algorithms to applying to both real-time and non-real-time data.- Use predictive modelling to increase and optimize pricing / service outage anomaly detection and other related use cases.- Coordinate with different functional teams to implement models and monitor outcomes.
    • - 7-10 years working as a Data Scientist- Able to articulate complex data science concepts to both technical and non-technical audiences- Experience in Deep Learning and other Machine Learning techniques (e.g. regression, classification, topic modelling, time series, ).- Experience designing, implementing and testing Predictive Analytics models- Strong Experience with machine learning in Python, SQL, Pandas, Numpy, Scikit Learn, Tensorflow, Keras, PyTorch or equivalent- Development of advanced algorithms in Python / JVM based languages where required- Experience in Agile development methods- Experience of working in cloud environments (Azure, GCP, AWS etc)- Excited about data science
    • - Financial services industry experience- Previous experience in Anomaly Detection- Spark / Hive / Big Data Experience- AWS /Athena / AWS Sagemaker- DevOps experience (Git, CI etc)
    • English: B2 Upper Intermediate