Apple

Senior Data Engineer - Music Services Operations Analytics & Strategy

Apple$130K — $180K *
Consumer Technology
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • 7+ years of experience in data engineering or systems architecture at massive scale
  • Expertise in Python and SQL, with a focus on distributed data frameworks like PySpark/Spark
  • Experience with CI/CD pipelines and automated deployment workflows
  • Strong capabilities in data quality management and taxonomy mapping
  • Exceptional communication skills for engaging non-technical stakeholders
  • Bachelor's Degree in Computer Science, Data Engineering, or related field

Responsibilities

  • Architect and deploy data pipelines for Apple's media services
  • Manage complex content taxonomies and provider data
  • Lead projects and influence technical consensus across teams
  • Design and implement robust data quality and anomaly detection systems
  • Develop strategic, long-term data architecture vision

Benefits

  • Access to innovative technologies, including AI-driven tools
  • Opportunity to work in a dynamic, cross-functional team environment
  • Involvement in shaping the data landscape for Apple media services
  • Professional development opportunities focused on data engineering excellence
  • Flexible work arrangements and support for a balanced lifestyle
Full Job Description
The Music Services Operations Analytics & Strategy team builds the intelligence infrastructure that powers Apple's media services. Processing billions of records monthly, we manage complex content taxonomies, variable provider data, and hundreds of analytical dimensions - delivering accurate, actionable insights to cross-functional teams, partner organizations, and executive leadership. We are seeking a Senior Data Engineer to architect and deploy the robust, AI-ready data pipelines that serve as the foundation for our analytics capabilities. This role demands both deep systems engineering rigor and strong business partnership - the ideal candidate brings battle-tested experience at massive scale and the strategic foresight to build extensible, modular systems that span across Music, Video, and Books. 7+ years of professional experience in data engineering or systems architecture, with a demonstrated history of owning production data systems at massive scale - processing billions of records in complex, high-volume environments Advanced proficiency in Python and SQL, with expertise in distributed data processing frameworks (e.g., PySpark/Spark), modular software design, and automated testing methodologies Extensive hands-on experience designing and operating CI/CD pipelines, automated deployment workflows, and version-controlled data infrastructure Proven expertise in data quality management, resolving complex taxonomy mapping issues, and implementing programmatic anomaly detection on high-volume datasets Proven ability to lead projects, influence cross-functional teams, and drive consensus in a matrixed organization - translating stakeholder needs into scalable, well-scoped technical solutions Exceptional written and verbal communication skills, with the ability to articulate complex technical concepts to non-technical audiences and effectively influence stakeholders at all levels Exceptional aptitude for logical reasoning, critical thinking, and complex problem-solving Bachelor's Degree in Computer Science, Data Engineering, Information Systems, or a related technical field Strategic mindset with the ability to define long-term data architecture vision, anticipate upstream and downstream challenges, and make data-informed decisions aligned with broader organizational objectives A resourceful, action-oriented innovator who consistently cuts through ambiguity and engineers creative solutions - particularly through the application of AI-driven technologies, intelligent automation, and emerging data tooling Experience leveraging AI-enabled tools and workflows within data engineering contexts - including familiarity with LLMs, RAG pipelines, and intelligent automation - with a demonstrated ability to apply these technologies to meaningfully improve speed, quality, and operational output Deep familiarity with open table formats (Apache Iceberg, Delta Lake), cloud-native data systems, and self-service data platform principles including data mesh architectures Familiarity with graph databases and SPARQL as a forward-looking capability Demonstrated expertise implementing data privacy frameworks - including hands-on experience building systems compliant with global regulations (e.g., GDPR, CCPA) Proficiency with data visualization and reporting tools such as Tableau, Superset, or equivalent platforms - with an ability to translate complex data into clear, consumable insights for business audiences Familiarity with the structural nuances of diverse digital media catalogs - audio, video, and publishing data models Experience mentoring peers and championing a culture of data engineering excellence across the team A genuine passion for Apple products and services, with deep familiarity with the Apple ecosystem and an understanding of the content and media landscape that drives Apple Music and beyond

About Apple

Apple is a corporation that designs, manufactures, and markets mobile communication and media devices, personal computers, portable digital music players, and sells a variety of related software, services, peripherals, networking solutions, and third-party digital content and applications. Apple provides many products and services, including iPhone; iPad; iPod; Mac; Apple TV; a portfolio of consumer and professional software applications; the iOS and OS X operating systems; iCloud; and accessories, service, and support offerings. It sells its products worldwide through its retail stores, online stores, direct sales force and third-party cellular network carriers, wholesalers, retailers, and value-added resellers to the consumer and also sells third-party iPhone, iPad, Mac and iPod compatible products, including application software and accessories through its online and retail stores. Introduced in 1984, the Macintosh was the first widely sold personal computer with a graphical user interface (GUI). That feature and others such as an improved floppy drive design and a low-cost hard drive that made data retrieval faster helped Apple cultivate a reputation for innovation. Apple was named as the most admired company in the United States in 2008 and in the world from 2008 to 2012 by the Fortune magazine. The company was founded by Steven Paul Jobs, Steve Wozniak, and Ronald Gerald Wayne on April 1, 1976, and is headquartered in Cupertino, California.

Apple Careers

Join Apple, a place where extraordinary people gather to do their best work. Our ever-expanding global team is at the forefront of innovation and leadership in the tech industry. At Apple, we're not just building products—we're crafting the kind of wonder that revolutionizes entire industries. It's the diversity of our people and their ideas that inspires the innovation that runs through everything we do, from amazing technology to industry-leading environmental efforts. Work You’ll Do Embark on a journey with Apple’s market-leading team to help some of the world’s most influential companies navigate their path to digital mastery with cutting-edge technology and services. Transform industries and touch lives with your unique ideas at Apple. Here, you’ll lead through a unique position at the intersection of technology, creativity, and robust industry expertise. Collaborate with a global team of professionals who are at the top of their game in technology and design. Apple isn’t just a company, it’s a community of innovators and passionate thinkers. Introducing the Apple Innovation and Leadership Initiative We are building a market-leading team to drive our efforts in delivering groundbreaking solutions and services. At Apple, job opportunities are abundant, offering you the chance to explore diverse roles from engineering to marketing, all designed to empower your career growth. Do Innovative Work Join the largest group of creative and technical experts in the world—professionals dedicated to redefining what’s possible through technology and innovation. Deliver targeted solutions through a depth and breadth of expertise that’s unmatched, driving forward our commitment to excellence and leadership in every project we undertake. Be Part of a Great Team Engage in a wide range of projects utilizing Apple’s technology and resources. Harness the unparalleled capabilities, global scale, and joint solution development that only Apple can offer. Future-Proof Your Career Advance your career with limitless opportunities at Apple. Go as far as your ambition takes you with unmatched training, development, and certification support. Explore Discover how Apple is leading the way in tech innovation: [With iOS] Businesses can streamline operations and enhance customer interactions... READ MORE Smart home technology integration that sets the standard for convenience and security... READ MORE The Apple Experience Our combined service capabilities, global scale, and joint solution development help clients overcome challenges and lead transformation in their industries. Clients worldwide look to Apple for new strategies and solutions that drive growth and innovation in the digital era. Stay Connected Join Our Team Search open positions that match your skills and interests. We look for passionate, curious, creative, and solution-driven team players. Whether you’re seeking a professional role, an internship, or a leadership position, Apple offers a variety of employment opportunities. SEARCH APPLE JOBS Keep Up to Date Stay ahead with career tips, insider perspectives, and industry-leading insights you can put to use today—all from the people who work here. READ CAREERS BLOG Job Alert Emails Personalize your subscription to receive job alerts, latest news, and insider tips tailored to your preferences. See what exciting and rewarding opportunities await at Apple, a company committed to diversity, innovation, and leadership. Explore job opportunities, employment benefits, and the culture of growth and innovation at Apple. Prepare your resume, hone your interview skills, and ready yourself for a career at one of the most prestigious companies in the world. Join us in pushing the boundaries of what is possible.
Learn more about Apple
Size
154,000 employees
Market Cap
$2,074.3 billion
Industry
Net Income
$63.9 billion
Founded
1976
5 Year Trend
+11.5%
Revenue
$294.1 billion
NASDAQ

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