Data Scientist

22 февраля 2019    68

Qualifications for Data Scientist:
— Strong product-oriented person: you should be able to bring your idea from requirements till MVP.
— Strong problem-solving skills with an emphasis on product development.
— Experience using statistical computer languages (R, Python, c# - as a big plus), Experience of OOP languages(C, C# as a big plus), experience working with MS SQL database(querying, prototyping data structures etc)
— Knowledge of a variety of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.) and their real-world advantages/drawbacks.
— Knowledge of advanced statistical techniques and concepts (regression, properties of distributions, statistical tests, and proper usage, etc.) and experience with applications.
— Good written and verbal English, for communication across teams.
— A drive to learn and master new technologies and techniques.
— Coding knowledge with Python, C#.
— Experience querying databases: MS SQL is preferable
— Experience with big teams collaboration processes: Git flow, Jira, Confluence etc

— Strong product-oriented person: you should be able to bring your idea from requirements till MVP.
— Mine and analyze data from databases to drive optimization and improvement of product development.
— Create MVP of your product solutions.
— Assess the effectiveness and accuracy of data sources and data gathering techniques.
— Develop custom data models and algorithms to apply to data sets.
— Use predictive modeling to increase and optimize customer experiences, revenue generation, fraud detection, churn prevention etc.
— Develop processes and tools to monitor and analyze model performance and data accuracy.

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