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Apple AIML -Machine Learning Research SII Switzerland, Zurich, Zurich 671555979
21.11.2024
Description
We believe that the most interesting problems in deep learning research arise when we try to apply learning to real-world use cases, and this is also where the most important breakthroughs come from. You will work with a close-knit and fast-growing team of world-class engineers and scientists to tackle some of the most challenging problems in foundation models and deep learning, including natural language processing, multi-modal understanding, and combining learning with knowledge. You will have opportunities to identify and develop novel applications of deep learning in Apple products. You will see your ideas not only published in papers, and also improve the experience of millions of users.
Minimum Qualifications
- Demonstrated expertise in deep learning with a publication record in relevant conferences (e.g., NeurIPS, ICML, ICLR, CVPR, ICCV, ECCV, KDD, ACL)
- Deep understanding of multi-task, multi-modal machine learning domain
- Proficient programming skills in Python and one of the deep learning toolkits such as JAX, PyTorch, or Tensorflow
- PhD, or equivalent practical experience, in Computer Science, or related technical field
Preferred Qualifications
- A track record in applying deep learning techniques to shipping products
- Multi-modal perception for existing products and future hardware platforms
- On-device intelligence and learning with strong privacy protections
- Ability to quickly prototype ideas / solutions, perform critical analysis, and use creative approaches for solving complex problems.
- Ability to collaborate closely with globally distributed teams.
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