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Senior Software Engineer (Machine Learning and Artificial Intelligence)

Technical professionals are defined by what they create. Samsung has the risk taking corporate culture, strategic R&D investments, and global know-how to imagine, develop, and market products that lead the industry. Samsung s Visual Display Intelligence Lab located in Mountain View, California is currently recruiting world-class engineers who share our Innovation through passion philosophy and thrive in a fast-pace, results-driven environment.

Responsibilities

  • Research and develop machine learning systems that help train or serve models
  • Research and develop new ML algorithms to aid in voice processing and recommendation systems
  • Quickly prototype new ideas/technologies to create proof of concept and demos
  • Contribute to the organization s strong drive to be on the cutting edge of technology through the generation of patentable ideas
  • Effectively communicate with global engineering teams

Requirements

  • MS or PhD degree in Computer Science, Artificial Intelligence, Machine Learning, or related technical field.
  • 5+ years of academic or industrial experience in AI/ML domain.
  • Experience with ML frameworks such as: Tensorflow, Caffee, Keras, Numpy, etc.
  • Experience in Python and/or C++.
  • Experience with Deep learning and neural networks.
  • Experience with both supervised and unsupervised machine learning models.
  • Familiar with ML algorithms such as but not limited to Regression, Classification, Clustering, etc.
  • Experience with regularization techniques such as but not limited to: Dropout, weight decay, generative pre-training, etc.
  • Ability to read recent ML research papers and adapt those models to solve real world problems
  • Solid understanding on various software development tools, software process, and environments: IDE, debugger, source control, bug tracking, etc.
  • Ability to multi-task effectively under considerable pressure and deadlines and easily adapt within a fast-paced environment.
  • Excellent communication and organizational skills.

Plus

  • Voice/Audio processing background.
  • Natural Language Processing background.
  • Familiarity with building cloud systems and/or using cloud services for machine learning.
  • Familiarity or experience using knowledge graphs.
  • Familiarity with convolutional and recurrent neural networks.
  • Familiarity with state-of-the-art optimization algorithms.

Samsung is an EEO/Veterans/Disabled/LGBT employer. We welcome and encourage diversity as we strive to create an inclusive workplace.



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