Optimize and Deploy Large-Scale Machine Learning Models at Apple
6 days ago
Job Overview
We are seeking a highly skilled Machine Learning Model Optimization Engineer to join our team at Apple. As a key member of our applied research and engineering team, you will be responsible for developing real-time on-device Language, Computer Vision, and Machine Perception technologies across Apple products.
About the Role
In this role, you will have the opportunity to contribute to the successful shipping and delivery of Apple intelligence by implementing and delivering various optimization techniques that improve the performance of large language and diffusion models on devices. You will collaborate with a diverse range of organizations within Apple and drive the development of the on-device Apple Intelligence LLM and diffusion model developments.
Key Responsibilities
- Implement and deliver optimization techniques to improve the performance of large language and diffusion models on devices
- Collaborate with cross-functional teams to develop and deploy real-time on-device technologies
- Define and lead the execution of model compression, distillation, and integration into the full Apple Intelligence user experiences
Requirements
To succeed in this role, you will need:
- Software engineering skills in Python
- Experience in developing large computer vision and machine learning models, particularly on hardware-aware model optimizations
- BS degree and a minimum of 10 years relevant industry experience
Preferred Qualifications
If you have experience with model compression algorithms, including quantization, pruning, distillations, and optimizing large diffusion models or language models, you will be well-suited for this role. A MS or PhD degree in Computer Science or equivalent industry research experience is also preferred.
Benefits and Salary
The base pay for this role is between $166,600 and $296,300 per year, depending on your skills, qualifications, and location. Apple employees also have access to comprehensive medical and dental coverage, retirement benefits, and a range of discounted products and services. This role may also be eligible for discretionary bonuses or commission payments, as well as relocation assistance.
Diversity and Inclusion
Apple is an equal opportunity employer committed to diversity and inclusion. We welcome applicants from all backgrounds and strive to create an inclusive work environment where everyone can thrive.
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