Machine Learning Video Algorithms Engineer
Location
Cupertino, CA | United States
Job description
Imagine the impact you can make here at Apple! A billion users will use the technologies you helped craft almost daily. At Apple, you will have the opportunity to work on products that are always leaders in the industry and occasionally, change the world!
The Video Engineering group at Apple is responsible for crafting the image/video core technologies used in almost all Apple products and services. We are looking for a highly self-motivated and enthusiastic individual, who is able to excel in a technically meaningful environment, to fill in the position of video algorithm engineer.
Are you ready to help us deliver the next groundbreaking Apple products?
Key Qualifications
- Excellent problem solving skills
- Expert knowledge of the principles, algorithms, and tools of deep learning, including models, training strategies, training dataset building, cost functions, quality metrics, etc...
- Expert knowledge of the principles, algorithms, and techniques in video/ image processing, and low-level computer vision, such as spatial scaling, optical flow estimation, segmentation, frame rate up conversion, noise reduction, color processing, etc.
- Excellent written and oral communication skills
- Proven programming skills using common ML tools such as Python, PyTorch, CUDA Metal, and C/C++
Description
In this role, you will work together with colleagues in a fast-paced environment, developing ML-based video processing solutions for current and future Apple products. This position requires a highly self-directed individual with strong creative and analytic skills, and a passion for applying deep learning technologies in video processing and low level vision tasks. Your responsibilities include, but are not limited to:
- Working with our own team as well other teams, on developing a DL-based solution for a video processing/low level vision problem, building training dataset, training the DL model, prototyping and demonstrating to leadership
- Working with multi-functional teams on implementing the solution on iOS/macOS platforms, including DL model simplification and retraining, model porting, code integration, performance acceleration, power tuning, quality tuning, etc.
- Working with the SoC design team on accelerating the solution using hardware
Education & Experience
BS and a minimum of 3 years relevant industry experience
Additional Requirements
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 $138,900.00 and $256,500.00, 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. 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.
In this role, you will work together with colleagues in a fast-paced environment, developing ML-based video processing solutions for current and future Apple products. This position requires a highly self-directed individual with strong creative and analytic skills, and a passion for applying deep learning technologies in video processing and low level vision tasks. Your responsibilities include, but are not limited to:
- Working with our own team as well other teams, on developing a DL-based solution for a video processing/low level vision problem, building training dataset, training the DL model, prototyping and demonstrating to leadership
- Working with multi-functional teams on implementing the solution on iOS/macOS platforms, including DL model simplification and retraining, model porting, code integration, performance acceleration, power tuning, quality tuning, etc.
- Working with the SoC design team on accelerating the solution using hardware BS and a minimum of 3 years relevant industry experience
Job tags
Salary
