What You Will Work On
- Prototype machine learning models in Python or Ruby.
- Analyze query performance to ensure calculation efficiency.
- Write tests for the implementation of machine learning models.
- Collaborate with back-end engineers to understand the raw data being collected.
- Collaborate with front-end engineers to create data visualizations for both external and internal customers.
- Conduct ad-hoc data analysis based on requests from the Sales, CSM or Contents team.
- Present results of various data analysis.
Experience We Are Looking For
- Master’s degree or above in mathematics, statistics, or computer science.
- 3+ years applied experience in business intelligence, data mining, analytics, or statistical modeling in technology or mobile industries OR 2+ years applied experience in data science in mobile market intelligence.
- Ability to write code that is ready for production (Python and Ruby preferred).
- Experience with adjusting data for bias.
- Substantial experience with databases, querying data, and data structure manipulation.
- Ability to communicate effectively with technical developers and non-technical marketing business partners.
- Ability to produce rough timelines for deliveries plus solid understanding of steps necessary to complete a project.
- Ability to come up with a rough project structure from scratch.
- Ability to critically analyse given data, ask probing questions, and perform own research.
- Substantial knowledge of statistical modeling techniques.
- Mastery of one or more statistical visualization or graphing toolkits such as Excel, Jupyter Notebooks, or Google Spreadsheets.
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