Apple

Machine Learning Engineer - AI & ML Evaluation Frameworks

Apple$130K — $180K *
Healthcare
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • BS in Computer Science, Machine Learning, Statistics, or related field
  • 3+ years of ML Engineering or Applied ML experience
  • Strong experience in evaluating supervised, unsupervised, and deep learning models
  • Proficient in Python with the capability to write production-grade code
  • Hands-on experience in failure analysis and model improvements
  • Experience building data pipelines and automated evaluation systems
  • Strong communication skills for explaining technical concepts

Responsibilities

  • Architect and build large-scale evaluation frameworks for unimodal and multi-modal ML systems
  • Lead deep-dive ML evaluations to perform failure analysis and identify performance gaps
  • Translate evaluation findings into actionable insights
  • Collaborate with algorithm teams to enhance the safety and reliability of health features
  • Empower teams across Apple to evaluate multi-modal sensor fusion
  • Uphold Apple's privacy standards during the evaluation process

Benefits

  • Collaborative and innovative work environment
  • Opportunity to work on cutting-edge technology
  • Engagement with multi-disciplinary teams
  • Focus on AI safety and ethical AI practices
  • Contribution to health technology advancements
Full Job Description
In this role, you will architect and build large-scale evaluation frameworks to interrogate unimodal ML systems and multi-modal foundation models. Beyond infrastructure, you will lead deep-dive ML evaluations, performing failure analysis to uncover performance gaps, reasoning flaws, and edge cases. You will translate findings into actionable insights and work directly with algorithm teams to improve the safety and reliability of our health features. Your work will empower teams across Apple to rapidly evaluate multi-modal sensor fusion while upholding Apple's privacy standards. BS in Computer Science, Machine Learning, Statistics, or related field 3+ years of experience in ML Engineering or Applied ML Strong experience in evaluating supervised, unsupervised, LLMs and deep learning models. Proficiency in Python with the ability to write production-grade code (OOP, CI/CD, Git) Hands-on experience in failure analysis, evaluating LLMs and driving subsequent model improvements Experience building data pipelines, inference frameworks, and automated evaluation systems Strong communication skills to articulate complex technical concepts across technical and non-technical audiences MS/PhD in Computer Science, Machine Learning, Statistics, or related field Experience evaluating LLMs or agentic systems (e.g., LLM-as-a-judge, RAG evaluation) Experience with synthetic data generation and prompt engineering Experience in parallel data processing (Spark, Kubernetes, Airflow) or privacy-preserving ML (Federated Learning) Background in AI Safety, model interpretability, or adversarial testing Interest in digital health and clinical rigor

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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