Apple Inc.
ML Data Scientist - Marketplace, Apple Ads
Apple Inc., Cupertino, California, United States, 95014
ML Data Scientist - Marketplace, Apple Ads
Cupertino, California, United States | Software and Services Description
Support Marketplace Product, Engineering, and the Executive Team with analyses and data products to improve product performance, deepen customer insights, and deliver business impact. Empower the product and algorithm engineering team with insights to advise and fulfill strategic objectives. Quantify the impact of marketplace initiatives on advertiser impact and business performance. Design experiments to define opportunities for pricing, matching, and prediction models, leading to improved marketplace performance and positive advertiser impact. Monitor usage metrics and explain large-scale trends in advertiser lifecycle behavior. Develop reusable models and data products in collaboration with Data Engineering to ensure scalability. Lead business analytics projects from investigation to presentation of results. Minimum Qualifications
1+ years of recent experience in a data science role. Programming skills in Python and SQL; familiarity with machine learning frameworks like scikit-learn, xgboost, PyTorch, SciPy. Knowledge of statistical analysis methods, including regression, causal inference, statistical learning, and A/B testing. Experience applying statistics and machine learning to generate actionable insights. Familiarity with data stores such as Hadoop and Snowflake; experience with distributed analytics engines like Spark/PySpark. Excellent communication skills for technical and executive audiences. Ability to collaborate with engineering teams and develop prototypes for complex business problems. Comfort in fast-paced, evolving environments. Bachelor's degree in Data Science, Applied Mathematics, Statistics, Computer Science, or related field. Preferred Qualifications
3+ years of experience in a data science role. Experience in mobile advertising or related fields. Knowledge of job orchestration frameworks like Airflow. Ability to build visualizations and dashboards for broader insights. Post-Bachelor's degree in relevant fields. Base pay ranges from $147,400 to $220,900, depending on skills and experience. Apple offers comprehensive benefits, stock programs, and educational reimbursement. Eligibility for bonuses, stock options, and relocation varies. Learn more about Apple Benefits. Apple is an equal opportunity employer committed to diversity and inclusion. We promote equal opportunity regardless of race, color, religion, sex, sexual orientation, gender identity, national origin, disability, veteran status, or other protected characteristics. Learn more about your EEO rights as an applicant.
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Cupertino, California, United States | Software and Services Description
Support Marketplace Product, Engineering, and the Executive Team with analyses and data products to improve product performance, deepen customer insights, and deliver business impact. Empower the product and algorithm engineering team with insights to advise and fulfill strategic objectives. Quantify the impact of marketplace initiatives on advertiser impact and business performance. Design experiments to define opportunities for pricing, matching, and prediction models, leading to improved marketplace performance and positive advertiser impact. Monitor usage metrics and explain large-scale trends in advertiser lifecycle behavior. Develop reusable models and data products in collaboration with Data Engineering to ensure scalability. Lead business analytics projects from investigation to presentation of results. Minimum Qualifications
1+ years of recent experience in a data science role. Programming skills in Python and SQL; familiarity with machine learning frameworks like scikit-learn, xgboost, PyTorch, SciPy. Knowledge of statistical analysis methods, including regression, causal inference, statistical learning, and A/B testing. Experience applying statistics and machine learning to generate actionable insights. Familiarity with data stores such as Hadoop and Snowflake; experience with distributed analytics engines like Spark/PySpark. Excellent communication skills for technical and executive audiences. Ability to collaborate with engineering teams and develop prototypes for complex business problems. Comfort in fast-paced, evolving environments. Bachelor's degree in Data Science, Applied Mathematics, Statistics, Computer Science, or related field. Preferred Qualifications
3+ years of experience in a data science role. Experience in mobile advertising or related fields. Knowledge of job orchestration frameworks like Airflow. Ability to build visualizations and dashboards for broader insights. Post-Bachelor's degree in relevant fields. Base pay ranges from $147,400 to $220,900, depending on skills and experience. Apple offers comprehensive benefits, stock programs, and educational reimbursement. Eligibility for bonuses, stock options, and relocation varies. Learn more about Apple Benefits. Apple is an equal opportunity employer committed to diversity and inclusion. We promote equal opportunity regardless of race, color, religion, sex, sexual orientation, gender identity, national origin, disability, veteran status, or other protected characteristics. Learn more about your EEO rights as an applicant.
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