Research Scientist Multi-channel Audio Processing and Machine Learning

Company: Meta
Location: Redmond, WA, USA
Type: Full-Time
Salary: $85.1 - $251000

Requirements

  • Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience
  • PhD or equivalent experience in Applied Mathematics, Audio Engineering and Signal Processing, Acoustics, Electrical Engineering, Computer Science, or a related field
  • 8+ years Experience developing and productizing audio real-time solutions
  • 8+ years Experience developing, implementing and evaluating ML and DSP solutions for microphone arrays
  • 8+ years experience in programming in C++, MATLAB, or Python
  • Experience with cross-group and cross-functional collaboration

Responsibilities

  • Develop novel algorithms and signal processing techniques to solve complex problems at the intersection between beamforming, machine learning, acoustics and signal processing with applications in VR and AR
  • Develop Multi-channel audio algorithms combining DSP and ML, and limit their total footprint on memory and compute
  • Lead the development of applications to enable quick prototyping, proof-of-concept and demonstrations
  • Collaborate with teams in the larger Reality Labs organization and provide creative leadership on cross-team technologies
  • Mentor researchers and engineers, providing technical guidance and expertise
  • Drive the development of new research initiatives and contribute to the overall strategy of the audio team

Preferred Qualifications

  • 8+ years experience optimizing multi-channel real-time audio solutions on edge devices
  • Demonstrated experience designing, executing and analyzing perceptual studies to evaluate audio performance
  • Proven track record of achieving successful tech transfers in industry
  • Experience with patent filing and intellectual property protection
  • Proven track record of publication record in top-tier conferences and journals

Benefits

  • No benefits info provided.

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