AI Model Optimization Lead
6 days ago
Large Machine Learning Model Optimization Engineer
Sunnyvale, California, United States
Machine Learning and AI
Role Overview
We are seeking a highly skilled Large Machine Learning Model Optimization Engineer to join our team. As an applied research and engineering team responsible for developing real-time on-device Language, Computer Vision, and Machine Perception technologies across Apple products, we focus on technology research and development to deliver Apple quality, state-of-the-art experiences.
Main Responsibilities
This role will involve implementing and delivering various optimization techniques that improve the performance of large language and diffusion models on devices. You will work closely with a diverse range of organizations within Apple to drive the development of the on-device Apple Intelligence LLM and diffusion model developments.
Your Key Contributions
- Develop and implement novel optimization techniques for large machine learning models.
- Collaborate with cross-functional teams to drive the development of Apple's on-device intelligence capabilities.
- Design and lead the execution of model compression, distillation, and integration to full Apple Intelligence user experiences.
Requirements
To be successful in this role, you should have strong software engineering skills in Python, experience in developing large computer vision and machine learning models, particularly on hardware-aware model optimizations. A BS degree and at least 3 years relevant industry experience are required.
Preferred Qualifications
Familiarity with model compression algorithms including quantization, pruning, distillations, and experience on optimizing large diffusion models or language models is desired. Leadership experience in driving large-scale projects in the industry and strong communication skills are also valuable assets.
Benefits
The base salary for this role is between $143,100 and $264,200, depending on your skills, qualifications, experience, and location. You will also receive comprehensive medical and dental coverage, retirement benefits, a range of discounted products, and free services. Additionally, you may be eligible for discretionary bonuses or commission payments, relocation assistance, and reimbursement for certain educational expenses related to advancing your career at Apple.
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