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Aiml – Machine Learning Researcher – Mlr
| Company | Apple |
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| Location | Cupertino, CA, USA |
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| Salary | $143100 – $264200 |
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| Type | Full-Time |
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| Degrees | |
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| Experience Level | Junior, Mid Level |
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Requirements
- Demonstrated expertise in machine learning research working on at least some of the following topics – LLMs, Reasoning, Chain of Thought, Diffusion Language Models, Audio Generative Models, Speech Generative Models, and Speech Recognition Models, and Multimodal generative models.
- Publication record in relevant conferences (e.g., NeurIPS, ICML, ICLR, AAAI, CVPR, ICCV, ECCV, ACL, EMNLP, etc).
- Hands-on experience working with deep learning toolkits such as Tensorflow or PyTorch.
- Strong mathematical skills in linear algebra and statistics.
Responsibilities
- Advance the frontier of machine learning through a combination of self-directed research – proposing your own research ideas and demonstrating their feasibility, and collaborative research working with your colleagues on larger problems, sharing implementation and experimentation.
- Provide technical mentorship and guidance.
- Prepare technical reports for publication and conference talks.
- Collaborate with broader teams across Apple.
Preferred Qualifications
- Ability to formulate a research problem, design, experiment, implement and communicate solutions.
- Ability to work in a diverse collaborative environment.
- PhD, or equivalent practical experience, in Computer Science, or related technical field.
- Hands on experience on at least some of the following: Torch Titan or Lingua, Sharded models, FSDP, DDP, fine-tuning pipelines for common models such as Llama, Mixtral, etc.
