Senior Software Engineer (Machine Learning and Artificial Intelligence)
at Samsung Research America
Mountain View, CA
Title: Senior Software Engineer (Machine Learning and Artificial Intelligence)
Company: Samsung Research America (SRA)
Lab: Visual Display Intelligence Lab
Location: Mountain View, CA or Irvine, CA
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.
Research and develop machine learning systems that help train or serve models
Research and develop new ML algorithms to aid in user behavior understanding
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
MS degree in Computer Science with Artificial Intelligence (Machine Learning/Deep Learning)
3+ years of industrial experience
Experience with ML frameworks such as: Tensorflow, Keras, Numpy, Caffee, 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 understand recent ML research papers and adapt those models to real world products.
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.
Prior experience with productizing ML research.
Worked on projects involving coding skills outside of ML related work (all-rounder)
Familiarity with building cloud systems - using AWS (or Azure) cloud services.
Familiarity or experience using knowledge graphs.
PhD in Machine learning
Samsung is an EEO/Veterans/Disabled/LGBT employer. We welcome and encourage diversity as we strive to create an inclusive workplace.