AIML - ML Prototyping Engineer, Machine Learning Research

The Machine Learning Research Prototyping team sits at the intersection of cutting-edge research and real-world impact. We serve as the bridge between groundbreaking AI and ML discoveries and the innovative products that define tomorrow's user experiences. Our nimble, collaborative team transforms theoretical breakthroughs into tangible prototypes that help Apple understand where AI could go next, and help the broader ML community build on Apple research.

We're a small team of engineers who blend ML expertise, product intuition, and design sensibility. We learn by building-our prototypes range from novel architectures to complete interactive experiences, whatever best illuminates a research idea. We work at the boundary between what models can do today and what Apple products and the ML community will need tomorrow.

Description

This role spans the full stack of AI development: from training and fine-tuning models, to building the systems that serve them, to crafting the interfaces that let people experience them. You'll iterate rapidly and communicate what you've learned.

We value diverse experiences and unconventional paths-what matters is that you can build, learn, and communicate what you've discovered. We're looking for someone who brings something we don't already have, whether that's a novel technical specialty, an unusual background, or a way of thinking we haven't encountered. If you build things to understand them, we want to hear from you.

Responsibilities:

Train, fine-tune, and adapt foundation models for novel applications

Experiment with emerging ML techniques and architectures

Build end-to-end prototypes that demonstrate ML capabilities in context

Create interactive experiences that communicate ideas across Apple and to the broader ML community

Collaborate with researchers to translate emerging techniques into working systems

Iterate rapidly based on critique, treating prototypes as questions rather than answers

Preferred Qualifications

Experience with LLMs: prompting, fine-tuning, RLHF, inference optimization

Experience reproducing results from ML papers

Familiarity with Apple platforms and frameworks (CoreML, Metal, SwiftUI)

Experience building native apps for iOS or macOS

Background in an R&D, research, or prototyping environment

Ability to work on ambiguous problems where the goal is learning, not shipping

Bias toward building-you'd rather make something to test an idea than debate it

Initiative to pursue ideas without waiting for direction

Eye for detail and craft in how you present work

Comfort communicating ML research to diverse technical audiences

Experience presenting at or attending ML conferences (NeurIPS, ICML, etc.)

Interest in AI education or open-source community building

Work you can share: models you have trained, systems you have built, ideas you have explored

Minimum Qualifications

Experience training or fine-tuning ML models (PyTorch, JAX, or MLX)

Strong understanding of ML fundamentals: model architectures, training dynamics, evaluation

Familiarity with current ML research landscape

Experience reading and implementing techniques from ML papers

Proficiency in Python and Swift; experience with C++ or Rust a plus

Track record of building complete, working systems rather than isolated components

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 $184,700 and $324,800, 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 Apple's 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 Apple's Employee Stock Purchase Plan. You'll 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 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.