Data Scientist
Apple
- Beijing
- Permanent
- Full-time
- Strong background in statistics or econometrics: regression analysis, causal inference, time series analysis, GLM, logistic regression, probability theory, regularization
- Strong practical experience with experimental designs such as A/B testing and quasi experiments
- Experience with machine learning modeling is a plus but not required
- Proficient in R/Python and SQL
- Advocate and practitioner of version control and reproducible code
- Experienced in sharing technical concepts and results with a non-technical audience
- Experienced in working cross-functionally
- Excellent verbal and written communication skills, in both Mandarin Chinese and English
- Work with various teams to understand business problems, identify opportunities and provide analytical solutions • Mine and analyze data to drive optimization and improvement of products and processes • Design and analyze experiments; Make recommendations on rollout and future iteration plans • Develop internal visualization and modeling to facilitate data-driven decisions • Present analytical findings and results to business partners • Provide consultancy on data techniques and conduct knowledge sharing sessions
- PhD in Economics, Statistics or related fields with 2+ years of data science/quantitative modeling experience • M.S. in Economics, Statistics or related fields with 5+ years of data science/quantitative modeling experience