Lead Marketing Experimentation Data Scientist, Apple Media Products Data Science job

AppleCupertino, CA
Apple jobs

Company

Job Description

Lead Marketing Experimentation Data Scientist, Apple Media Products Data Science

Santa Clara Valley (Cupertino),California,United States

Software and Services

  • 5+ years of experience in a Data Scientist, Data Analyst, or, Data Engineer. Preferably for a digital media, MarTech, digital subscription business, and/or technology business.

  • 2+ years experience in experimentation design, A/B testing, propensity score analysis, linear regression modeling and/or probabilistic modeling.

  • 2+ years applied experience in building complex production datasets that enable data science and BI. Experience working with structured and unstructured data stored in distributed files systems such as HDFS and S3.

  • Strong proficiency with SQL, Python or R. Experience with data visualization tools such as Tableau as plus!

  • We seek a strong background and knowledge in statistics, probability distributions, and likelihood estimations for optimization. Experience in optimizing test methods through multi-arm bandit and Bayesian approaches a plus.

  • Integrating production ML models with experiments.

  • Experience and/or knowledge in distributed processing frameworks such as Hadoop and Spark. Knowledge of cloud and real-time orchestration such as Kubernetes a plus!

  • Curious business mindset with an ability to condense complex concepts and analysis into clear and concise takeaways that drive action

  • Demonstrate ability to take on projects with a sense of ownership and ambitious attitude.

  • Excellent communication, social and presentation skills with meticulous attention to detail.

Description

Lead the build out of a foundational reporting platform for Marketing experimentation and testing. Work closely with Data Scientists, Engineers, and Product Mangers to implement extensible data products. Work with large petabyte-scale datasets by leveraging distributed computing systems to ingest, data mine, and analyze the data. Define logic for A/B test assignment and experiment measurement using generally accepted methods of confidence testing. Work with Data Engineering teams to enable automation of datasets for a variety of marketing use cases. Take ownership in leading ETL design, feature building, and dataset deployment. Document and QA data pipelines to ensure accuracy. Apply best practices in the area of data science. Partner closely with stakeholders to prioritize and deliver results to specifications and advocate for optimization opportunities. Partner with ML Data Science team incorporate predictive / probabilistic ML models passionate about CRM, retention, and customer journeys. Have a deep understanding of model inputs and outputs. Partner with other Apple organizations on data gathering, data governance, evangelizing key performance indicators and democratizing data. Communicate and present project results and impact effectively. This is a pivotal role that will have visibility at executive levels.

Education & Experience

Minimum of a Bachelors degree in Computer Science, Statistics, Mathematics, Engineering, Econometrics or related field. Ideally, Masters or PhD in related field

Additional Requirements

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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. Learn more about your EEO rights as an applicant at http://www1.eeoc.gov/employers/upload/eeocselfprintposter.pdf (Opens in a new window) at http://www1.eeoc.gov/employers/upload/eeocselfprintposter.pdf .

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Apple will consider for employment all qualified applicants with criminal histories in a manner consistent with applicable law. If you’re applying for a position in San Francisco, review the San Francisco Fair Chance Ordinance at https://sfgov.org/olse/sites/default/files/Document/FCO%20Poster%20Set%20All%20Languages%2010%2001%2018.pdf guidelines at https://sfgov.org/olse/sites/default/files/Document/FCO%20Poster%20Set%20All%20Languages%2010%2001%2018.pdf (opens in a new window) at https://sfgov.org/olse/sites/default/files/Document/FCO%20Poster%20Set%20All%20Languages%2010%2001%2018.pdf applicable in your area.

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Apple is committed to working with and providing reasonable accommodation to applicants with physical and mental disabilities. Apple is a drug-free workplace. Reasonable Accommodation and Drug Free Workplace policy at https://www.apple.com/jobs/us/accommodationdrugfree.html Learn more at https://www.apple.com/jobs/us/accommodationdrugfree.html (Opens in a new window) at https://www.apple.com/jobs/us/accommodation_drugfree.html .

Posted Information This position is open.This job was posted on Wed Feb 12 2020 and expires on Fri Mar 13 2020.

Apple

Type

Company - Public

Size

1-50

Revenue

$5M to $10M

Location

Multiple locations

Industry

Retail

Founded

1976

CEO

Tim Cook

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