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Apple Data Scientist - Advertising Supply Forecasting Apple News United States, Texas, Austin 903619399
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- Bachelor's or equivalent experience in computer science, mathematics, or another quantitative field
- Command over Python and SQL.
- Comfort with cloud technologies such as AWS and Snowflake.
- Experience with Big Data tools such as Hadoop, Spark and PySpark.
- Experience in quantitative analysis including regression, classification, linear optimization, supply chain analytics, and time-series analyses.
- Ability to communicate the results of analyses in a clear and effective manner with product and leadership teams to influence the overall strategy of the product.
- Ability to partner with engineering, meet the data needs of the business, find creative analytical solutions, and develop initial prototypes to address business problems.
- Experience with end-to-end implementation of a model prototype specifically training, processing, feature engineering, evaluating model outputs, and putting models into production.
- Masters' degree, Ph.D. or equivalent experience in a quantitative field.
- Experience in the digital advertising industry or a related field and/or experience with demand forecasting
- Willingness to learn, both technically and in the domain of the data.
- Familiarity with packages like numpy, pandas, scikit-learn, and prophet
- Familiarity with job orchestration frameworks like git, Airflow, CI/CD, Kubernetes, Docker, Jenkins.
- Experience and/or interest in deep learning, LLMs, and Natural Language Processing.
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