Computer Vision Algorithm Specialist
2 weeks ago
The Video Computer Vision organization at Apple is a leading applied research and engineering team dedicated to advancing real-time on-device Computer Vision and Machine Perception technologies across a variety of Apple products. We are engaged in pioneering work that shapes the future of technology.
Role Summary
We are seeking a highly driven and diligent professional with a strong background in optimizing machine learning and computer vision algorithms designed for ANE, GPU, and CPU platforms. This role involves collaborating with cross-functional teams to deliver innovative technologies and experiences for both current and upcoming Apple products.
Key Responsibilities
- Enhance the performance of 3D algorithms specifically tailored for Apple platforms.
- Identify and analyze bottlenecks within machine learning networks across various processing units.
- Work closely with the ML network compiler and hardware architecture teams to strategize both immediate on-device ML model enhancements and long-term hardware design initiatives.
Essential Qualifications
- Extensive experience with widely-used CNN, Transformer, and Diffusion networks, particularly their energy-efficient adaptations for mobile and embedded vision applications.
- Proficient in popular machine learning frameworks such as PyTorch and TensorFlow, including their deployment techniques.
- Knowledgeable in various ML network optimization methods, including quantization, pruning, distillation, low-rank factorization, and compression strategies.
Preferred Qualifications
- Familiarity with Apple's ML ecosystem, including ANE, CoreML, and MPS/Metal.
- Understanding of 3D computer vision concepts, multi-view geometry, and Structure from Motion (SfM).
Education & Experience
A Bachelor's degree along with a minimum of 10 years of relevant industry experience is required.
Compensation & Benefits
At Apple, the base salary is just one component of our comprehensive compensation package, which is determined within a specified range. The base salary for this position falls between $175,800 and $312,200, influenced by your skills, qualifications, experience, and geographical location.
Apple employees have the opportunity to participate in stock programs and receive discretionary stock unit awards, as well as discounts on Apple products.
In addition to competitive pay, employees enjoy a wide array of benefits, including:
- Comprehensive medical and dental insurance.
- Retirement plans.
- Discounted products and free services.
- Reimbursement for educational expenses related to career advancement.
Equal Opportunity Employer
Apple is committed to fostering an inclusive and diverse workplace. We actively promote equal opportunity for all applicants, ensuring a fair hiring process regardless of race, color, religion, sex, sexual orientation, gender identity, national origin, disability, Veteran status, or any other legally protected characteristics.
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