Data Scientist

Beijing, Beijing, China
Machine Learning and AI

Summary

Posted:
Role Number:200505098
At Apple, we believe in hard work, a fun environment, and the creativity and innovation that only comes about when hardworking people from diverse backgrounds approach problems from varying perspectives The people here at Apple don’t just build products — they craft the kind of wonder that’s revolutionized entire industries. It’s the diversity of those people and their ideas that encourages the innovation that runs through everything we do, from amazing technology to industry-leading environmental efforts. Join Apple, and help us leave the world better than we found it! Building this environment starts with YOU! At Apple, new ideas have a way of becoming extraordinary products, services, and customer experiences very quickly. If you bring passion and dedication to your job and there's no telling what you could accomplish. This is a visible and important role at Apple in China and will have great impact on Sales Team. The individual in this role will be responsible for interpreting quantitative data and developing statistical models to forecast and monitor sales demand & supply for sales analytics team.

Key Qualifications

  • 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

Description

• 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

Education & Experience

• 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

Additional Requirements