SoC Machine Learning Software Engineer

Apple Inc.; Sunnyvale (CA); Sur place; USD 129 000 - 195 000; Plein temps

Avantages offerts par ce poste

Medical and dental coverage

Retirement benefits

Stock programs

Relocation assistance

Tuition reimbursement

Résumé du poste

Apple Inc. is seeking an ML SW Engineer to drive AI/ML-powered cellular firmware development on Apple Silicon. You will develop and deploy models, research DL architectures, and apply Gen AI methods to improve modem firmware performance and HW/SW bring-up.

The role requires a strong background in deep learning, Python/C++, and experience with modern ML toolchains, with Apple benefits and relocation support.

Qualifications

• Pursuing a Bachelor of Science in Electrical Engineering or related degree.
• Hands-on experience in building, training, and deploying deep learning models, including LSTM, CNN, RNN, transformers.
• Experience applying ML/AI methods to real-world data analysis and usage scenarios, using generative AI and deep neural networks.
• Strong proficiency in Python and C/C++ with solid CS fundamentals.
• Knowledge of building architectures and incorporating SOTA LLMs into application frameworks.
• Experience with Gen AI applications: RAG, Prompt engineering, and Fine-tunings.
• Familiarity with PyTorch, Langchain, CoreML, MLX.

Responsabilités

• Develop and deploy ML models on Apple Silicon, focusing on Cellular Modem algorithms.
• Research, evaluate, design, and implement deep learning architectures for firmware and HW/SW bring-up.

Connaissances

Python

C/C++

Deep learning

LLMs

RAG

Prompt engineering

Formation

Bachelor's degree in Electrical Engineering or related

Outils

PyTorch

Langchain

CoreML

MLX

Description du poste

Apple is where individual imaginations gather together, committing to the values that lead to great work. Every new product we build, service we create, or Apple Store experience we deliver is the result of us making each other’s ideas stronger. That happens because every one of us shares a belief that we can make something wonderful and share it with the world, changing lives for the better. It’s the diversity of our people and their thinking that inspires the innovation that runs through everything we do. When we bring everybody in, we can do the best work of our lives. Here, you’ll do more than join something — you’ll add something.

Description

As an ML SW Engineer, you will be at the forefront of using AI/ML to transform cellular firmware development.

Responsibilities

• Develop and deploy innovative ML models on Apple Silicon, focusing on Cellular Modem algorithms and usage scenarios.
• Research, evaluate, design, and implement deep learning and Gen AI architectures to enhance inherent model performance. Apply these architectures to cellular modem firmware development and HW/SW system bring-up applications.

Minimum Qualifications

• Pursuing a Bachelor of Science in Electrical Engineering or related degree.
• Hands-on experience in building, training, and deploying deep learning models, including LSTM, CNN, RNN, transformers.
• Have practical experience and knowledge of applying ML/AI methods to real-world data analysis and usage scenarios, using generative AI and modern machine learning methods, particularly deep neural networks and reinforcement learning.
• Solid knowledge of software engineering principles and core computer science fundamentals and excellent proficiency in Python and C/C++.
• Knowledgeable in building architectures and incorporating SOTA LLMs into application frameworks.
• Experience in building Gen AI applications to solve real-world engineering problems, demonstrating techniques like RAG, Prompt engineering, and Fine-tunings.
• Familiarity with toolchains and packages like PyTorch, Langchain, CoreML, MLX.

Preferred Qualifications

• MS with 5+ years or Ph.D. with 3+ years of industry experience in AI/ML.
• Experience with relational database (e.g Postgres), SQL, non-relational database (e.g.Mango DB) and vector DBs.
• Experience in using various analytics and statistical methods for feature extraction and abstraction, to transform data into useful insights and actionable results.
• Top-notch abilities to conduct independent research, prototype, evaluate, and complete end-to-end design iterations.
• Embedded and HW/SW integration experience.

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 $129,300 and $194,700, 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.

• Comprehensive medical and dental coverage
• Retirement benefits
• A range of discounted products and free services
• 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.

Apple is an equal opportunity employer that is committed to inclusion and diversity. We seek to promote equal opportunity for all applicants without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, Veteran status, or other legally protected characteristics. Learn more about your EEO rights as an applicant

At Apple, we believe accessibility is a fundamental human right. You’ll find that idea reflected in everything here — in our culture, our benefits and our digital tools. By welcoming as many perspectives as possible, we help you build a career where you feel like you belong.

Learn about accessibility in Apple’s workplace

Learn about reasonable accommodations for job applicants

Apple accepts applications to this posting on an ongoing basis.