AIML - ML Researcher, AFM

Apple Inc.
Seattle, United States of America
yesterday

Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Working hours
Regular working hours
Languages
English

Job location

Seattle, United States of America

Tech stack

Computer Programming
Python
Natural Language Processing
TensorFlow
Reinforcement Learning
PyTorch
Large Language Models
Deep Learning
Information Technology
BIG-IP Advanced Firewall Manager (AFM)
Artificial Intelligence Markup Language (AIML)

Job 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 end-to-end voice interactions, natural language processing, and combining learning with knowledge.

Requirements

  • Demonstrated expertise in deep learning with publication record in relevant conferences (e.g., NeurIPS, ICML, ICLR, COLM, ACL, NAACL, EMNLP, 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

  • Code Large language models.

  • Experience in building end-to-end voice models.

  • Experience in speech recognitions and generations.

  • Experience in reinforcement learning, on-policy distillation.

  • Experience in post-training, mid-training large language models.

About the company

Apple

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