Role at a glance
- Salary
- $166.6K – $296K/yr
- Location
- Culver City, California, United States
- Work arrangement
- On-site
- Employment
- Full-time
- Experience
- 5+ years of experience extracting business insights from large datasets
- Education
- Bachelors degree in Computer Science, Economics, Engineering, Mathematics, Data Science, Statistics or equivalent professional...
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Role Summary
The Marketing Data Scientist will support Apple Services growth by applying data science and marketing analytics to attribution, causal inference, experimentation, and lifetime value prediction. The role works with Business, Marketing, Product, Engineering, Finance, and executive partners to improve marketing programs, engagement, and revenue while supporting customer privacy.
What You'll Do
- Define data collection, reporting requirements, metrics, aggregates, ETLs, experimentation, and machine learning needs with Business and...
- Investigate large-scale data to uncover trends and insights for marketing strategies.
- Develop attribution logic, datasets, and automated dashboards to monitor channel and campaign performance.
- Provide ad-hoc analysis and support for tentpole campaigns and help design marketing campaign touchpoints across customer journeys.
- Establish propensity models for campaign audience selection and determine Marketing's incremental effect on services businesses.
- Collaborate with cross-functional and Apple organization partners on presentations, data gathering, data governance, performance...
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View full postingQualifications
5+ years of experience extracting business insights from large datasets using Python and SQL; experience in a Data Scientist or Data Analyst role; experience with experimental design, linear regression, clustering, survival, and quasi-causal analysis; excellent communication and presentation skills
Required
- Python
- SQL
- Data Scientist or Data Analyst experience
- Experimental design
- Linear regression
- Clustering
- Survival analysis
- Quasi-causal analysis
Preferred
- Experience in or passion for the media and entertainment industry
- Subscription business performance analysis
- Subscription lifecycle metrics
- Causal inference techniques
- Advanced degree in a related field
Original job description
Content provided by the employer
Original job description
Content provided by the employer
Summary
Services at Apple help hundreds of millions of customers get the most out of the devices they love through amazing apps, award-winning shows and movies, immersive music in spatial audio, world-class workouts and meditations, super fun games and more.
The Apple Media Products Data Science & Analytics organization is passionate about developing discerning insights and machine learning solutions to help continually improve these services and accelerate growth while maintaining a strong dedication to customer privacy.
Description
We are currently seeking an experienced data scientist who is passionate about motivating change at the intersection of data and marketing. As a Marketing Data Scientist for Apple Services, you will help drive growth in media services and evolve our marketing programs through attribution, causal inference, A/B testing, and LTV prediction modeling. Your work will directly influence Services strategy for driving engagement and revenue growth.
As a key member of our diverse and dynamic organization, you'll have the rare and rewarding opportunity to work with datasets of unique magnitude, richness, and dedication to customer privacy that will frequently require innovative approaches. You'll work collaboratively with partners across Business, Marketing, Product, and Engineering daily to deliver material customer and business value.
Responsibilities
Partner with Business and Engineering to define data collection, reporting requirements, metrics, and aggregates for analysis, ETLs, reporting, experimentation and machine learning.
Investigate large-scale data to uncover trends and identify key insights that will propel marketing strategies.
Develop effective attribution logic that serve as benchmarks for optimization.
Build datasets and automated dashboards to monitor channel and campaign performance.
Provide ad-hoc analysis and support for tentpole campaigns.
Help design marketing campaign touchpoints along customer journeys to grow engagement.
Establish propensity models to refine campaign audience selection.
Determine Marketing's incremental effect on our services businesses.
Explore applying cutting-edge generative AI technologies to drive increased business value.
Collaborate with Business, Marketing, Finance, and Executive teams to generate regular presentations for C-level executives.
Partner with other Apple organizations on data gathering, data governance, evangelizing key performance indicators and democratizing data.
Minimum Qualifications
5+ years of experience extracting business insights from large datasets, specifically employing programming languages like Python and SQL
Demonstrated ability in a Data Scientist or Data Analyst role, preferably for a digital media, MarTech, digital subscription business, or technology business
Excellent communication and presentation skills with meticulous attention to detail with the ability to communicate effectively between marketing, business and analytics teams
Experience with standard marketing data science analysis to include experimental design, linear regression, clustering, survival, and quasi-causal analysis, with solid experience measuring both paid and non-paid campaigns
Curious business mindset with an ability to condense complex concepts and analysis into clear and concise takeaways that drive action
Bachelors degree in Computer Science, Economics, Engineering, Mathematics, Data Science, Statistics or equivalent professional experience
Preferred Qualifications
Experience in and/or passion for the media and entertainment industry
Experience analyzing the performance of subscription businesses and familiarity with subscription lifecycle metrics
Skilled at measuring advertising value through causal inference techniques
Advanced degree in a related field preferred
Pay & Benefits — Culver City, California, United States
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 $166,600 and $296,000, and your base pay will depend on your skills, qualifications, experience, and location.Apple employees also have the opportunity to become an Apple shareholder through participation in Apple’s discretionary employee stock programs. Apple employees are eligible for discretionary restricted stock unit awards, and can purchase Apple stock at a discount if voluntarily participating in Apple’s Employee Stock Purchase Plan. You’ll also receive benefits including: Comprehensive medical and dental coverage, retirement benefits, a range of discounted products and free services, and for formal education related to advancing your career at Apple, reimbursement for certain educational expenses — including tuition. Additionally, this role might be eligible for discretionary bonuses or commission payments as well as relocation. Learn more about Apple Benefits
Note: Apple benefit, compensation and employee stock programs are subject to eligibility requirements and other terms of the applicable plan or program.
Application Deadline
Apple accepts applications to this posting on an ongoing basis.
About the company
Apple
Large Enterprise
Apple Inc. is a global technology company known for its innovative products and services, including the iPhone, iPad, Mac computers, and Apple Watch. Founded in 1976, Apple has continuously pushed the boundaries of design and functionality, earning a reputation for high-quality consumer electronics and software solutions like iOS and macOS. With a strong commitment to user experience and privacy, Apple also leads in digital services, offering platforms such as the App Store, Apple Music, and iCloud. The company's focus on sustainability and corporate responsibility further enhances its standing as a leader in the technology sector.
Apple Inc. is a global technology company known for its innovative products and services, including the iPhone, iPad, Mac computers, and Apple Watch. Founded in 1976, Apple has continuously pushed the boundaries of design and functionality, earning a reputation for high-quality consumer electronics and software solutions like iOS and macOS. With a strong commitment to user experience and privacy, Apple also leads in digital services, offering platforms such as the App Store, Apple Music, and iCloud. The company's focus on sustainability and corporate responsibility further enhances its standing as a leader in the technology sector.