Your main duties in flying with us :
Work with stakeholders throughout the organization to identify opportunities for leveraging company data to drive business solutions.
Mine and analyze data from company databases to drive optimization and improvement of product development, marketing techniques and business strategies.
Develop custom data models and algorithms to apply to data sets.
Use predictive modeling to increase and optimize customer experiences, revenue generation, ad targeting and other business outcomes.
Develop company A/B testing framework and test model quality.
Coordinate with different functional teams to implement models and monitor outcomes.
Develop processes and tools to monitor and analyze model performance and impact to business.
Mandatory belongings that you must prepare :
Min. 8 years of experience in data analysis and modeling
A Bachelor in Computer Science, Statistics, Mathematics, or another quantitative field.
Strong problem solving skills with an emphasis on product development.
Proficient in programming skills (R, Python, SQL, etc.) for data acquisition, processing and analysis from large data sets.
Knowledge of data science concepts (regression, classification, clustering, properties of distributions, statistical tests and proper usage, etc.) and experience with applications.
Knowledge of a variety of machine learning techniques (Random forest, SVM, artificial neural networks, etc.) and their real-world advantages/drawbacks.
Excellent written and verbal communication skills for coordinating across teams.
A drive to learn and master new technologies and techniques.
