We are looking for highly skilled individual in ML and Deep-Learning algorithms, frameworks and application development. This is a great opportunity to join Samsung Emoji team to build next generation AI based Avatars. The team is focused on building Samsung AR-Emoji platform with AI features. This is an exciting area for Samsung, especially the Mobile Graphics team that enables numerous applications in AI Avatar space. Come join the Mobile Communication Lab and help us build next generation avatars.
Design, implement and evolve data models for AI-based avatars with focus on face and body expressions for avatar while classifying audio segments
Extend AI-based avatars that interacts with virtual and real objects
Perform extensive research and analysis to make optimal architecture and design decisions that enhances the quality of Avatar SDK on PC/mobile
Collaborate with Android team for ML-model integration to mobile space.
Write large amounts of code and perform code reviews
Participate in new product concepts and create proof-of-concept prototypes
Actively participate and contribute in scrum meetings
MS/PhD in Computer Science or equivalent experience
4+ years of industry experience with strong Computer Science fundamentals in Data Structures, Algorithm Design, and Complexity Analysis
Expert knowledge of Machine Learning / Deep Learning algorithms -- classification, clustering, regression, reinforcement learning, Bayesian modeling, algorithm design and theory of computation
Excellent working knowledge of at least one of the frameworks - Tensorflow/Keras/PyTorch
Proficiency in programming languages including but not limited to Python/C++
Experience with Machine Learning technologies for application to speech recognition is a plus
Hands-on experience with data analysis and building real-life data models using pandas, numpy, nltk, matplotlib etc.
Samsung is an EEO/Veterans/Disabled/LGBT employer. We welcome and encourage diversity as we strive to create an inclusive workplace.