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Machine Learning/Neural Rendering Algorithm Engineer

3 weeks ago

Sunnyvale, California, United States Apple Full time
Machine Learning/Neural Rendering Algorithm Engineer
Sunnyvale, California, United States Hardware
Summary
Posted: Jan 13, 2025
Role Number: 200586653
The Video Computer Vision team is working on exciting technologies for future Apple products. We're looking for an algorithm engineer to join the team that ships gaze tracking for VisionPro. The gaze team is continuing to work on Apple's next generation products to deliver high impact and delightful user experiences. Our work involves the full-stack of Apple products including hardware definition, algorithm development in both 3D computer vision and deep learning methods, and on-device performance optimization.
Description
We are looking for a machine learning engineer who has hands-on expertise and enthusiasm for neural rendering to join us to build next generation gaze tracking for products. In this role, you will design and develop algorithms for generating domain specific data and work on gaze tracking algorithms towards shipping products. Your responsibilities will include:
Design and implement SOTA algorithms to solve challenging problems
Collaborating with other teams and provide SW/HW requirement for CVML applications
Present your work to leadership and in relevant world-class venues
The team works on complex problems in computer vision that require robust, efficient, well tested, and clean solutions. The ideal candidate will possess the self-motivation, curiosity, and initiative to achieve those goals. Analogously, the candidate is a lifelong learner who passionately seeks to improve themselves and the quality of their work. You will work together with similar minds in a unique development team where your skills and expertise can be used to influence future user experiences and hardware that will be used by millions.
Minimum Qualifications
Proficient in Python, good C++ programming background
Domain expertise in designing, training and evaluating deep networks and proficiency in deep learning framework such as PyTorch
Extensive knowledge and experience in one or more of these areas: Gaussian Splatting, NeRF, 3D reconstruction, Computer Graphics
Publication record in relevant venues (e.g. NeurIPS, ICML, CVPR, SIGGRAPH etc) or track record of success in shipping computer vision products
BS and 3+ years of experience
Preferred Qualifications
Proactive, analytical thinking, excellent problem solving and communication skills
Good understanding in 3DCV areas including: camera calibration, multi-view stereo, numerical optimization for CV problems
Knowledge of professional software engineering and best practices for the full software development life cycle, including coding standards, code reviews, source control management, and testing
PHD in Computer Vision, Machine Learning, or Computer Graphics
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 $143,100 and $264,200, and your base pay will depend on your skills, qualifications, experience, and location.
Apple employees also have the opportunity to become an Apple shareholder through participation in Apple's discretionary employee stock programs. Apple employees are eligible for discretionary restricted stock unit awards, and can purchase Apple stock at a discount if voluntarily participating in Apple's Employee Stock Purchase Plan. You'll also receive benefits including: Comprehensive medical and dental coverage, retirement benefits, a range of discounted products and free services, and for formal education related to advancing your career at Apple, reimbursement for certain educational expenses — including tuition. Additionally, this role might be eligible for discretionary bonuses or commission payments as well as relocation. Learn more about Apple Benefits. ( https://www.apple.com/careers/us/benefits.html )
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. Learn more about your EEO rights as an applicant. ( https://www.eeoc.gov/sites/default/files/2023-06/22-088_EEOC_KnowYourRights6.12ScreenRdr.pdf )

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