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Apple Data Scientist United States, California, Cupertino 709027426
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- Master’s degree or foreign equivalent in Data Science or related field and 2 years of experience in the job offered or related occupation.
- 2 years of experience in each of the following skills:
- Utilizing Regression and Machine Learning Model Development for site traffic analysis
- Utilizing Natural Language Processing, linear and logistic regression, decision trees, gradient boosting, and feature importance models
- Designing multivariate experiments to measure site KPIs, such as conversion metrics
- Performing post-test hypothesis testing
- Applying ANOVA, Bayesian statistical analysis, regression principles, and statistical techniques (such as seasonal ARIMA) for data analysis
- Providing actionable business insights and decision support for site updates based on statistical analysis
- Building, testing, implementing and analyzing A/B and multivariate testing programs
- Communicating statistical and technical topics to non-technical business partners
- Utilizing Python (Pandas, SciPi, ScikitLearn, NLTK, Keras, Tensorflow, and Statsmodels), and R
- Utilizing SQL for data mining, including writing database queries for performance efficiency, including utilizing table indices and implementing database techniques to reduce cardinality, create tables, and partition data
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