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Facebook Inc invites candidates to participate in the Machine Learning Imaging Internship in Melo Park, California, United States of America. The intern will work in the areas of machine learning, imaging systems & algorithm development and evaluation. In particular, the position holder will be doing the following qualifications
Defining, planning and executing cutting-edge imaging-related deep learning research to advance AR/VR technologies.
Novel Imaging & Machine Learning algorithm development and maintenance. Also, imaging system calibration & test method development and maintenance.
Creating proof of concepts experience demo around the latest imaging and Deep Learning / Computer Vision technologies.
Evaluating imaging system performance (MTF, SNR, etc.,) modeling and analysis.
Collaborating with software and hardware engineers to develop tradeoff curves for accuracy vs the runtime resources/constraints such as latency, energy.
Furthermore, communicating the experimental results and the recommendations clearly, both within the group as well as to the cross-functional groups.
Candidates must have the following requirements in order to be eligible for Machine Learning Internship at Facebook in the USA
Currently pursuing a Ph.D. degree in the field of Imaging Science, Image Processing, Computer Vision, Machine learning or related field.
Work authorization in the country of employment at the time of hire, and maintain ongoing work authorization during employment
One year of experience in imaging or DL/CV algorithms development.
In-depth knowledge of digital imaging system working principles and best practices with a good understanding of image quality fundamentals and their system drivers.
At least two years’ experience with deep learning ex: Deep CNNs, Supervised/Unsupervised Learning, Metric Learning, Sensor Fusion, Causal Modelling/Inference, Time Series.
Similarly, experience with at least one of the following languages: Python, Matlab, C++/C#.
Minimum one year of experience in rapid prototyping, validation, and debugging of early proof of concept work with cross-functional teams.
Furthermore, interpersonal skills: cross-group and cross-culture collaboration.
Facebook, Inc. is an American social media and technology company based in Menlo Park, California. It was founded by Mark Zuckerberg, along with fellow Harvard College students and roommates Eduardo Saverin, Andrew McCollum, Dustin Moskovitz, and Chris Hughes, originally as TheFacebook.com—today’s Facebook, popular global social networking website. It is one of the Big Four technology companies along with Amazon, Apple, and Google. Facebook is one of the world’s most valuable companies. Facebook offers other products and services. It acquired Instagram, WhatsApp, and Oculus, and independently developed Facebook Messenger, Facebook Watch, and Facebook Portal.