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Apple ML Research Engineer United States, California, Cupertino 118011943
13.06.2024
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Description
In this role you will work together with colleagues to develop ML-based video approaches for current and future Apple products. This position requires a highly self-directed individual, who is comfortable working at the cutting edge of research: strong and analytical skills will be critical towards solving challenging problems in uncharted technical territories. Your responsibilities will include:Research various components of a DL-based approach to a video processing problem: invent models, design appropriate datasets and pipelines to train them, prototype new architectures to improve performance, study existing literature, and so onCollaborate closely with team members to optimize the efficiency of the models and deploy them on particular hardware architecturesWork with cross-functional teams to achieve quality and computational requirements towards shipping the technologyCommunicate: demonstrate the technology, present to leadership, discuss progress with colleagues, and so on
Key Qualifications
- Expert knowledge in ML and specifically deep learning: principles, model prototyping and architecture design, training procedures, visualization and debugging methodology, objective function design, and so on
- Strong familiarity with the latest ML and CV innovations
- Proven track record of success in deep learning, with publications in top ML/CV venues
- Excellent software skills in common ML tools such as Python, PyTorch or TensorFlow; experience implementing custom ops in CUDA is a plus
- Excellent written and oral communication skills
- Experience with one of the following is a big plus: generative modeling, optical flow, perceptual quality, ML for video or data compression
- Experience in designing practical ML implementations and having ML experience in industry is a plus
- 5+ years of hands-on experience in ML research is a must
Education & Experience
BS and a minimum of 3 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 $138,900 and $256,500, 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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