Machine Learning Research Engineer - Jobs - Careers at Apple
- Research various components of ML-based approaches to image/video processing problems: invent models, design appropriate datasets and pipelines to train them, prototype new architectures to improve performance, study existing literature, and so on
- Collaborate closely with team members to optimize the efficiency of the models and deploy them on particular hardware architectures
- Work with cross-functional teams to achieve quality and computational requirements towards shipping the technology
- Communicate: demonstrate the technology, present to leadership, discuss progress with colleagues, and so on
- BS and a minimum of 3 years relevant industry experience
- 3+ years of hands-on experience in ML research, which can include Ph.D. work
- Proven track record of success in deep learning, with publications in top ML/CV venues
- Familiarity with the latest ML and CV innovations, including GenAI modeling techniques
- Proficency in Python and Software skills in common ML tools such as PyTorch or TensorFlow
- Knowledge of ML and specifically deep learning: principles, model prototyping and architecture design, training procedures, visualization and debugging methodology, objective function design, and so on
- Ph.D. or Master’s degree specializing in ML
- Experience implementing custom ops in CUDA
- Experience in designing practical ML implementations and having ML experience in industry
- Experience with generative modeling, optical flow, perceptual quality, ML for video or data compression
- Excellent written and oral communication skills
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Apple accepts applications to this posting on an ongoing basis.
Required Skills
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🇬🇧 English