Lab Summary:

Samsung is the world’s largest consumer electronics company and the leading provider for smart phones and smart TVs. Samsung smart TVs connect homes to the Internet, providing a full range of intelligence capabilities such as speech recognition, gesture recognition, advanced video processing and personalized recommendation.

The VD intelligence lab at Samsung Research America is building a next-generation intelligence platform to support Smart TV products and services. We have two office locations in California: Irvine and Mountain View. Our research and development include content generation, content understanding, TV analytics, ads targeting, and personalized services.

The Applied General Intelligence research team at Samsung Research America (SRA), part of Samsung’s Visual Display Intelligence Lab, located in Irvine, CA, is looking for an outstanding and highly self-motivated senior staff research scientist with extensive expertise in deep learning, language modeling and content generation.

Position Summary:

You will work with a team of research scientists and engineers tackling real-world problems. You will also have the opportunity to publish at top-tier conferences in deep learning, computer vision, speech, and language understanding. As a research scientist, you will be involved in very promising team projects with talented people at Samsung. You will benefit a lot by working in a fun and creative environment.

 Position Responsibilities:

• Keeping abreast of the latest advancements in deep learning, generative AI research.
• Work with team to design and implement solutions for image and video generation from text, image and video.
• Design and implementing cutting-edge personalization services.
• 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.

Requirements Skills:

• PhD in Computer Science or related discipline (with focus on Machine Learning) or combination of education, training and experience.
• A strong publication record in top-tier machine learning conferences and journals.
• Experience with ML frameworks such as: Py Torch, 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.
• Familiar with GAN, transformer and diffusion models.
• 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.

Special Attributes:

• Experience with prompt engineering, RAG, personalization services.
• Experience with model compression and optimization.
• Experience with image inpainting/outpainting.
• Experience with AWS.