Oculus VR
Research Scientist Multi-channel Audio Processing and Machine Learning
Oculus VR, Burlingame, California, United States, 94012
Research Scientist Multi-channel Audio Processing and Machine Learning
We are developing technologies to enable breakthrough Smartglasses, AR glasses, and VR headsets. The audio team within RL Research is looking for an experienced Signal Processing and Machine Learning Research Scientist to join our growing team. You will be doing research and applied research in technologies that improve listener’s hearing abilities under challenging listening conditions, with a team of dedicated researchers, developers, and engineers. You will operate at the intersection of acoustics, hearing, and signal processing algorithms with hardware and software co-design. 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 Minimum Qualifications: 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 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 Meta is proud to be an Equal Employment Opportunity and Affirmative Action employer. We do not discriminate based upon race, religion, color, national origin, sex, sexual orientation, gender, gender identity, gender expression, transgender status, sexual stereotypes, age, status as a protected veteran, status as an individual with a disability, or other applicable legally protected characteristics. Meta is committed to providing reasonable accommodations for candidates with disabilities in our recruiting process. If you need any assistance or accommodations due to a disability, please let us know at accommodations-ext@fb.com.
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We are developing technologies to enable breakthrough Smartglasses, AR glasses, and VR headsets. The audio team within RL Research is looking for an experienced Signal Processing and Machine Learning Research Scientist to join our growing team. You will be doing research and applied research in technologies that improve listener’s hearing abilities under challenging listening conditions, with a team of dedicated researchers, developers, and engineers. You will operate at the intersection of acoustics, hearing, and signal processing algorithms with hardware and software co-design. 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 Minimum Qualifications: 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 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 Meta is proud to be an Equal Employment Opportunity and Affirmative Action employer. We do not discriminate based upon race, religion, color, national origin, sex, sexual orientation, gender, gender identity, gender expression, transgender status, sexual stereotypes, age, status as a protected veteran, status as an individual with a disability, or other applicable legally protected characteristics. Meta is committed to providing reasonable accommodations for candidates with disabilities in our recruiting process. If you need any assistance or accommodations due to a disability, please let us know at accommodations-ext@fb.com.
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