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Senior machine learning platform engineer, Evaluation & Privacy

Apple Inc
  • Cupertino, CA
    30+ days ago

    Job Description

    Imagine what you could do here. At Apple, new ideas have a way of becoming great products, services, and customer experiences very quickly. Bring passion and dedication to your job and theres no telling what you could accomplish. Apple delivers great features and great privacy to our users. The Privacy Preserving Machine Learning team works with teams all across the company to provide tools and support for state of the art privacy-preserving measurement and machine learning. Join us and help build amazing products while our commitment to privacy. In this role you will work with engineers and scientists across many Apple products to bring their machine learning investigations onto our platform for privacy-preserving machine learning. You will partner with them to understand the goals of each feature and the data required to improve the experience, then design the systems that turn those investigations into production capabilities. The results of this work will be better features deployed to billions of devices, all while protecting the privacy of every person using them.Design, build, and operate the platform that supports privacy-preserving ML training and evaluation, including private federated learning systems that run across millions of user devices. Scale distributed training and evaluation infrastructure to support a growing portfolio of teams and products across Apple. Partner with applied scientists to take novel privacy-preserving algorithms from research prototype to production-grade systems. Collaborate with product teams across Apple who depend on the platform, helping them adopt it and meet Apples industry-leading privacy bar. Successful candidates will need a strong technical background and the ability to work effectively across a wide range of technologies - from device runtimes to large-scale distributed backends. Adaptability to new problems and systems is a core skill, as is the technical breadth to reason about a system end to end.2+ years of industry experience with a Bachelors degree or equivalent experience in Computer Science or a related technical field. Proficiency in one or more programming languages such as Python and Swift. Experience building software that runs in the background or on a schedule on largely autonomous systems like iPhone - not as a self-contained app. Experience designing and operating distributed systems at scale. Strong problem-solving skills, creativity in finding effective solutions, and the ability to collaborate with teams across the company.Passion for customer privacy. Experience with privacy-enhancing technologies such as differential privacy, secure multi-party computation, private federated learning, or PII redaction frameworks. Experience training, evaluating, and deploying machine learning models to production. 5+ years of industry experience. Masters degree or PhD or equivalent experience in Computer Science, Software Engineering, or a related technical field.

    Numbers & Facts

    LocationCupertino, CA
    IndustryComputer/IT Services
    Company Size10,000 employees or more
    Year Founded1976
    Websitehttps://www.apple.com/jobs

    About Company

    We bring amazing people together to make amazing things happen.

    We’re a diverse collection of thinkers and doers, continually reimagining what’s possible to help us all do what we love in new ways. The people who work here have reinvented entire industries with the Mac, iPhone, iPad, and Apple Watch, as well as with services, including iTunes, the App Store, Apple Music, and Apple Pay. And the same passion for innovation that goes into our products also applies to our practices — strengthening our commitment to leave the world better than we found it.

    About Apple

    There’s a place here for every kind of brilliant. Everyone here is an innovator, or an innovator-to-be, no matter what your team or your role. So bring your passion, courage, and original thinking and get ready to share it, because every new product, service, or feature we invent is the result of people working together to make each others’ ideas stronger. Innovation at this level depends on people who represent the variety of the human experience and inspire us with their own fresh perspectives. Together, we’ll do amazing work that can make a difference in people’s lives. Including your own. Learn more about working at Apple.

    Skills

    • Algorithmsunmatched
    • Appleunmatched
    • Apple iPhoneunmatched
    • Computer Scienceunmatched
    • Computer Skillsunmatched
    • Customer Experienceunmatched
    • Distributed Computingunmatched
    • Identity Federationunmatched
    • Machine Learningunmatched
    • Privacy Controlsunmatched
    • Problem Solving Skillsunmatched
    • Product Developmentunmatched
    • Production Systemsunmatched
    • Programming Languagesunmatched
    • Prototypingunmatched
    • Python Programming/Scripting Languageunmatched
    • Software Designunmatched
    • Software Engineeringunmatched
    • Swiftunmatched
    • Team Playerunmatched

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