Data Scientist - Instructional Products

Data Scientist - Instructional Products Cupertino,California,United States Software and Services Join the team responsible for helping people learn about the exciting new features and functionality of nearly every application, operating system, and hardware product Apple creates. Work closely with human interface designers, content creators, and quality and software engineers across all of Apple. You will join your peer analyst in driving the vision, scope, and expansion of our teams data program and support new instructional technologies including key AI/ML deliverables. This role provides significant opportunities to create impactful changes to one of Apples core software engineering programs. **Description** We are seeking a senior data scientist to gather insights and drive software decisions through sound data collection, interpretation, and analysis. As a member of the Instructional Product's team, you'll drive decisions on what data to collect, build narratives about that data, and communicate findings through reports, dashboards, and presentations to a broad range of teams and leadership. We are looking for a creative and inquisitive big picture thinker that can distill complex ideas with clarity and concision. - Form a firm understanding of our instructional content and engineering strategies, goals, and KPIs. - Work with colleagues and cross-functional partners to ensure the quality and stability of our data pipelines. - Propose and drive data program initiatives and help plan and forecast scope and timelines for delivery. - Build data visualizations that will help to answer key questions about our native client application and web deliverables performance and usage. - Partner with our software engineering and content strategy teams to determine the efficacy, impacts, and reach of our instructional content and software. - Ensure data and reporting quality and accuracy by root causing and remediating issues in collection, storage, and reporting. **Minimum Qualifications** + Bachelors or masters degree in Statistics, Mathematics, Data Science, Computer Science, or related educational discipline. + Minimum of five years experience working in a data scientist or analyst in a business intelligence role or equivalent practical knowledge. + Experience working with SQL and building data visualizations using relevant tools (e.g. Splunk, Tableau, or similar). + Experience sizing and estimating timelines on analytics initiatives of varying scales. + Experience with A/B testing methodologies and supporting technologies and platforms. + Experience working cross-functionally with software engineering, legal, and data warehousing teams. + Fluency in at least one programming language like Python, R, Scala, Java, Swift, or similar. + Excellent communication skills and with the ability to distill complex or divergent results with clarity and precision. **Key Qualifications** **Preferred Qualifications** + Experience with machine learning, prompt engineering, and large language models. + Experience performing analysis on instructional content-driven products and services. + An understanding of how customers find and consume digital instructional content. + Working knowledge of content management and delivery systems. + Experience working with stream processing via Apache Spark, Apache Storm, or Kafka a plus. **Education & Experience** **Additional Requirements** **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.Apple employees also have the opportunity to become an Apple shareholder through participation in Apples 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 Apples Employee Stock Purchase Plan. Youll 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 (https://www.apple.com/careers/us/benefits.html) 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. + 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. (https://www.eeoc.gov/sites/default/files/2023-06/22-088_EEOC_KnowYourRights6.12ScreenRdr.pdf) **Apple Footer** 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 (Opens in a new window) . Apple will not discriminate or retaliate against applicants who inquire about, disclose, or discuss their compensation or that of other applicants. United States Department of Labor. Learn more (Opens in a new window) . Apple will consider for employment all qualified applicants with criminal histories in a manner consistent with applicable law. If youre applying for a position in San Francisco, review the San Francisco Fair Chance Ordinance guidelines (opens in a new window) applicable in your area. Apple participates in the E-Verify program in certain locations as required by law. Learn more about the E-Verify program (Opens in a new window) . 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