Apple

AIML - Machine Learning Researcher, Foundation Models

Apple Cupertino, California, United States

Computers and Electronics Manufacturing · 10,001+ employees

9 h ago
machine-learning Senior (5-10 yrs) Full-time United States
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About the role

You will develop algorithms, techniques, and systems for foundation models to improve Apple products. This involves working with a team to address challenges in deep learning, natural language processing, and multi-modal understanding.

What they look for

Deep learning Foundation models Python JAX PyTorch Tensorflow Natural language processing Multi-modal understanding Information retrieval Algorithm development Machine learning research Data analysis Computer science

Requirements

Candidates must have a PhD or equivalent practical experience in Computer Science or a related field. Expertise in deep learning with a strong publication record or product application history is required, along with proficiency in Python and deep learning frameworks.

Full description

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.

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 you ideas not only published in papers, but also improve the experience of billions 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, ICASSP, InterSpeech) or a track record in applying deep learning techniques to products 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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