Location: Yerevan, Armenia
Category: information technology
Type: Full Time
Deadline: 19-Dec-18 12:00:00 AM
Salary:
Description
Responsibilities
- Identify optimization opportunities
- Determine data quality and marketing effectiveness of the Company's current campaigns and recommend enhancements where necessary
- Use data to develop new business strategies
- Support in strategic decision making
- Work with internal teams to process and apply data to a variety of marketing initiatives; track ROI
RequiredQualifications
- Bachelor's degree in Mathematics or Computer Science;
- Knowledge of R, Python and SQL;
- Rigorous statistical intuition, deep understanding of core statistical principles, and extensive experience with core methods (e.g. linear regression, GLMs, random forest, dimensionality reduction, tree-based models, bootstrapping, maximum likelihood estimation, and Bayesian modeling)
- Knowledge of a variety of machine learning techniques (clustering, decision tree learning, artificial neural networks)
- Knowledge of advanced statistical techniques and concepts (regression, properties of distributions, statistical tests and proper usage) and experience with applications
- Experience creating and using advanced machine learning algorithms and statistics: regression, simulation, scenario analysis, modeling, clustering, decision trees, neural networks
Benefits
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