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Apple Computer Vision Architect United States, California, Sunnyvale 944457533
13.06.2024
Key Qualifications
- Ability to evaluate existing and emerging imaging systems against use case requirements, including, understanding of hardware engines (CPU, GPU, Neural Network Accelerator, DSP, etc.)
- Understanding of difference between classes of algorithms and how to optimize their efficiency on available hardware engines
- Understanding of the impact processing flow selection will have on overall system performance, power consumption and resource sharing by various algorithms.
- Deep knowledge of sensors and camera technologies, including, image acquisition (sensor+lensing+ISP), rolling vs global, color vs monochrome, rectilinear vs equidistant and their impacts on algorithms, color management, performance optimization in low light conditions, etc.
- Understanding of system resources supporting image collection and camera calibration in multi-camera systems and ability to define common system pre-processing blocks for camera streams.
- Showed strength in system architecture and performance analysis, including, input interface definition/optimization of image streams serving multiple algorithms, estimation of system compute requirements based on required performance.
- Ability to define system-wide policies optimizing resources in multi-sensor streaming systems with memory constraints
- Ability to translate product goals to feature level architectures and the ability to derive for each feature the end-to-end requirements (with rationale) and decompose them down to module/component specific requirements.
- Ability to work multi-functionally (Algorithms, Embedded, ML, Mechanical, Electrical, Optical, Human Factors, Vision science etc.)
Education & Experience
BS and a minimum of 10 years relevant industry experience
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 $170,700 and $300,200, and your base pay will depend on your skills, qualifications, experience, and location.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 take affirmative action to ensure 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.
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