Samsung Research America's Visual Display Intelligence Lab is building a next-generation data platform to support Smart TV products and services, focusing on research and development in multimodal content/scene understanding, large language models, and on-device deployments of models.
Requirements
- Experience with ML frameworks such as: PyTorch, Tensorflow, Keras, etc
- Technically deep in the principles of building large-scale machine learning systems
- Experience with deep learning and neural networks
- Strong Computer Science fundamentals in data structures and algorithm design
- Strong fundamentals in applied statistics and probability
- Experience with both supervised and unsupervised machine learning models.
- Familiar with ML algorithms such as but not limited to Regression, Classification, Clustering, etc.
Responsibilities
- Conduct advanced research for deep learning, computer vision, and natural language understanding
- Collaborate with other colleagues to apply research results to prototypes and real-world applications
- 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
- Summarize research findings in high-quality papers and make submissions to top-tier conferences
Other
- PhD in Computer Science or related discipline (with focus on Machine Learning) or equivalent combination of education, training, and experience
- 4+ years of research science in machine learning experience in the industry
- A strong publication record in top-tier machine learning conferences and journals
- Self-directed, flexible, goal oriented and strong sense of ownership
- Excellent verbal and written communications skills; experience presenting complex technical information, succinctly, to technical and non-technical audiences
