About the role
What will you do at Apple?
Our team of applied ML and software engineers builds intelligent systems that
help Apple's OS software ship faster and with higher quality. We apply
state-of-the-art ML, LLMs, computer vision, retrieval systems, and large-scale
data analysis throughout the software lifecycle. If you're excited by using ML
to solve real, large-scale problems in software quality, we have challenging and
meaningful work to do together.
DESCRIPTION
The Intelligent Quality Systems team designs and builds ML-powered systems that
transform how Apple approaches software quality at scale. We work across the
testing lifecycle: intelligently selecting which tests are most relevant to a
code change, automatically triaging test failures to their root cause,
validating UI and audio experiences with vision models, surfacing test coverage
gaps from change descriptions and defect history, and building the data
platforms that tie it all together. In this role, you'll bring ML ideas to life
on real-world, large-scale software systems. You'll prototype and evaluate
techniques for problems like change-impact prediction, LLM-powered failure
analysis, multimodal UI regression detection, and automated test recommendation.
You'll design data collection and evaluation strategies, work with large-scale
test result and code change data, and build systems robust enough to operate
reliably across one of the world's largest software engineering organizations.
You will be a crucial bridge between research ideas and production reality,
identifying gaps in data quality, modeling assumptions, and system design before
they become issues at scale. You'll succeed here if you enjoy turning ideas into
working ML systems, care deeply about measurement and rigorous evaluation, and
find it rewarding to see your work directly improve the productivity and quality
of software shipped to hundreds of millions of people.
MINIMUM QUALIFICATIONS
3+ years of experience with machine learning in academic or professional
settings, with demonstrated work on substantial ML projects beyond coursework
Strong programming and software engineering skills; ability to write clean,
maintainable, production-quality code Practical understanding of ML
fundamentals, model training, evaluation, and debugging, and ability to
implement algorithms from papers or specifications BS or MS in Computer Science,
Machine Learning, Statistics, or a related field
PREFERRED QUALIFICATIONS
Experience with NLP, large language models, code understanding, or
retrieval-augmented generation (RAG) Background in computer vision or multimodal
ML Experience building or maintaining data pipelines and ML infrastructure at
scale Familiarity with software testing, CI/CD systems, or developer tooling
Experience working with large-scale structured or semi-structured data (logs,
test results, code diffs) Comfort operating in environments where ground truth
labels are noisy, ambiguous, or expensive to obtain
Which skills does this role require?
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