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AIML - Machine Learning Researcher, Foundation Models

Apple
Posted 5 days ago, valid for 22 days
Location

Cupertino, CA, US

Salary

Competitive

Contract type

Full Time

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Sonic Summary

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  • We are seeking engineers and researchers to develop foundation models at Apple, focusing on text, images, speech, and other modalities.
  • Candidates should have a proven track record in training large models or building distributed systems, with proficiency in Python and deep learning toolkits like JAX, PyTorch, or TensorFlow.
  • A PhD or equivalent practical experience in Computer Science or a related field is required, along with a collaborative mindset.
  • The role offers the chance to tackle challenging problems in deep learning and apply novel applications to enhance Apple products.
  • The salary for this position is competitive, and we prefer candidates with experience in web-scale information retrieval and multi-modal perception.
We are a group of engineers and researchers responsible for building foundation models at Apple. We build infrastructure, datasets, and models with fundamental general capabilities such as understanding and generation of text, images, speech, videos, and other modalities and apply these models to Apple products. We are looking for researchers who are passionate about developing algorithms, techniques, and systems that push the frontier of deep learning and delight millions of users with Apple products powered by foundation models. We are looking for engineers who are passionate about building systems that push the frontier of deep learning in terms of scaling, efficiency, and flexibility and delight millions of users in Apple products.

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. Further, 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


Proven track record in training or deployment of large models or building large-scale distributed systems. Proficient programming skills in Python and one of the deep learning toolkits such as JAX, PyTorch, or Tensorflow. Ability to work in a collaborative environment. PhD, or equivalent practical experience, in Computer Science, or related technical field.

Preferred Qualifications


Web-scale information retrieval Human-like conversation agent Multi-modal perception for existing products and future hardware platforms On-device intelligence and learning with strong privacy protections



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