The audio team within Reality Labs Research is looking for an experienced, innovative Machine Learning Research Scientist, with a specialty in audio and speech processing to join our growing team. You will be doing research and conducting applied research in technologies that improve interactions with an AI agent under challenging acoustic conditions, with a team of dedicated researchers, developers, and engineers. You will operate at the intersection of acoustics, speech, 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 machine learning, acoustics, and signal processing with applications in VR and AR
• Develop sensor fusion solutions with limited compute and memory
• Develop ML algorithms that deliver on engineering best practices and product quality
• 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
Minimum Qualifications
• Currently has, or is in the process of obtaining a Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience. Degree must be completed prior to joining Meta
• Ph.D. or equivalent experience in Applied Mathematics, Audio Engineering and Signal Processing, Acoustics, Electrical Engineering, Computer Science, Biomedical Engineering, or a related field
• Experience in developing and shipping speech input solutions
• 3+ years of experience in developing, implementing, and evaluating algorithms and signal processing techniques for speech
• 3+ years of experience in programming in C++, MATLAB, or Python
• Experience collaborating with geographically distributed or cross-functional teams
Preferred Qualifications
• Demonstrated experience in designing, executing, and analyzing perceptual studies to evaluate audio performance
• Proven track record of successfully leading complex research projects with significant impact on products or company's strategy
• 3+ years of experience developing, implementing, and evaluating algorithms and signal processing techniques for beamforming and machine learning solutions
