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Apple Computer Vision Architect United States, California, Sunnyvale 944457533
04.05.2024
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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 $170,700.00 and $300,200.00, 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.
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