Meta Reality Labs (RL) Sensors Team is helping build novel sensor products in Augmented and Virtual Reality. Meta AR/VR research in computer vision, localization, sensor fusion, and machine learning is driving the state-of-the-art forward through relentless innovation. Our team explores, develops, and delivers new cutting-edge technologies that serve as the foundation of current and future AR/VR products at Meta. This position will work with cross functional teams’ researchers and engineers to architect low power, small size, on-sensor ML algorithms and HWs. We are looking for candidates with experience in optimization of DNN with power and size trade-offs.
Machine Learning Researcher Responsibilities:
Collaborate with cross functional team engineers and researchers across Meta to develop novel concepts and algorithms that advance the state-of-the-art in AR/VR systems.
Work with the team to architect on-sensor machine learning algorithms and HW.
Optimize DNN for size and power.
Benchmark NNs for accuracy, size, and power.
Work with cross functional teams to architect on-sensor machine learning algorithms and HW.
Experience in DNN performance benchmarking.
Interpersonal experience with cross-group and cross-culture collaboration.
Working knowledge in a Linux environment.
Experience in optimization of DNN for low power and small area implementations.
Industry experience in low power, small size machine learning algorithms and the HW architectures.
Facebook is proud to be an Equal Opportunity and Affirmative Action employer. We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, or related medical conditions), 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. We also consider qualified applicants with criminal histories, consistent with applicable federal, state and local law. Facebook 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 [email protected].
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