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Apple Sr Data Scientist Apple Services Engineering United States, California, Cupertino 302219316
19.12.2024
Description
Experimentation: Improve quality of experimentation planning, design and analysis, use advanced techniques and processes to address statistical challenges and accelerate testing.Metrics design: translate business requirements into analytical solutions, explore, validate, standardize and automate pipelines to increase coverage for appropriate KPIs in reporting tools. Presenting and communicating complex analytical concepts and findings in a clear and concise manner to stakeholders at all levels of the organization.
Minimum Qualifications
- 6+ years of relevant industry experience
- Master of Science degree in Data Science, Biostatistics, Statistics, Computer Science, related engineering field
- Must have: extensive background and proven expertise in statistical experimentation methods, such as AB testing, experimental design, power analysis and non-parametric statistics.
- Knowledge and hands on experience with Natural Language Processing (NLP) and text data analysis. This includes collecting and cleaning data, performing exploratory data analysis, identifying patterns and trends, feature extraction, modeling and developing sentiment analysis.
- Proficiency in one or more of: SQL, Spark, Python/R/Scala.
- Deep understanding of common data science toolkits, such as pandas, NumPy, dplyr, etc.
- Experience using data visualization tools, such as Tableau, GGplot, matplotlib, seaborn, etc.
- Great communication skills and the ability to explain findings and concepts in layperson terms to key decision makers.
Preferred Qualifications
- PhD is preferred.
- Knowledge and/or experience in one or more in: Bayesian methods, multi-armed bandit, multivariate testing, and causal inference is a plus.
- Proven track record of working openly and collaboratively in x-functional environment and lead multiple projects simultaneously.
- Statistical modeling, Machine Learning experience is a plus.
Pay & Benefits
- At Apple, base pay is one part of our total compensation package and is determined within a range. This provides the opportunity to progress as you grow and develop within a role. The base pay range for this role is between $165,500 and $293,800, and your base pay will depend on your skills, qualifications, experience, and location.Note: Apple benefit, compensation and employee stock programs are subject to eligibility requirements and other terms of the applicable plan or program.
Apple is an equal opportunity employer that is committed to inclusion and diversity. We take affirmative action to ensure equal opportunity for all applicants without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, Veteran status, or other legally protected characteristics.
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