Apple - Cambridge, MA

posted about 1 month ago

Full-time
Cambridge, MA
Computer and Electronic Product Manufacturing

About the position

The AMT Audio team at Apple is seeking a dedicated research and development machine learning engineer to create models for speech and audio applications. This role is pivotal in enhancing Apple's innovative products, including the Mac, iPhone, iPad, and more, by developing audio software that improves user experience and contributes to future audio technologies.

Responsibilities

  • Develop machine learning model architectures for audio-related problems such as sound event detection and scene classification.
  • Train, fine-tune, and compress models for production use.
  • Contribute to team workflows by building pipelines, writing datasets, and creating evaluation frameworks.
  • Participate in cross-functional teams to develop features and ship products.
  • Create intellectual property through patents and publications.

Requirements

  • Practical and theoretical knowledge of machine learning architecture design and training/testing methodologies.
  • Experience building machine learning pipelines.
  • Excellent software architecture and programming skills in Python, C, C++.
  • Knowledge of audio technologies.
  • MS in Computer Science or Electrical Engineering, with industry and research experience.

Nice-to-haves

  • Proven experience in machine learning development, particularly in audio and speech applications.
  • Experience optimizing and compressing machine learning models for resource-constrained platforms.
  • Familiarity with multimodal large language models (LLMs).
  • Demonstrated innovation in machine learning through patents or publications.
  • Fundamentals of audio and speech signal processing.

Benefits

  • Equal opportunity employer committed to inclusion and diversity.
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