The business problem Rose International is looking to solve is to produce innovative solutions driven by exploratory data analysis from complex and high-dimensional datasets in the social media industry.
Requirements
- Python
- Experience with causal inference models (impact measurement)
- Experience with different Difference in Difference (DID) models
- Methodology experience and ability to track it using Python
- Experienced in either programming languages such as Python and/or R, big data tools such as Hadoop, or data visualization tools such as Tableau.
- Experience working with large datasets
- Survey data analysis
Responsibilities
- Apply knowledge of statistics, machine learning, programming, data modeling, simulation, and advanced mathematics to recognize patterns, identify opportunities, pose business questions, and make valuable discoveries leading to prototype development and product improvement.
- Use a flexible, analytical approach to design, develop, and evaluate predictive models and advanced algorithms that lead to optimal value extraction from the data.
- Generate and test hypotheses and analyze and interpret the results of product experiments.
- Work with product engineers to translate prototypes into new products, services, and features and provide guidelines for large-scale implementation.
- Provide Business Intelligence (BI) and data visualization support, which includes, but limited to support for the online customer service dashboards and other ad-hoc requests requiring data analysis and visual support.
- Testing a new method - back testing a new method for historic marketing campaigns - comparing to existing methods in production
- Track methodology using Python
Other
- Must have a Master's Degree
- 8+ years of experience
- Only those lawfully authorized to work in the designated country associated with the position will be considered
- Ability to communicate effectively in writing, including conveying complex information and promoting in-depth engagement on course topics
- Please note that all Position start dates and duration are estimates and may be reduced or lengthened based upon a client's business needs and requirements
