Teams at Sony

Research and develop machine learning algorithms, propose customer value through data science, build prototype applications, collaborate with Sony business divisions, analyze commercial product data, and publish research papers. The role focuses on personalization, user engagement, behavioral insights, recommender systems, causal inference, and human-centered data science across entertainment, financial, sports, and electronics services.

Research novel generative and protective AI algorithms for video, sound, 3D geometry, and human motion creation. Investigate ethical issues in generative models, including memorization detection, mitigation, concept erasure, and data attribution. Implement innovative deep-learning approaches, analyze results, collaborate with scientists and engineers, and publish findings at top-tier conferences.

Conduct novel research on efficient and scalable deep generative model training and sampling, safe generative AI, memorization mitigation, concept erasing, data attribution, and multimodal representation learning. Implement innovative algorithms, collaborate with internal researchers, analyze large-scale deep learning results, and publish findings as academic papers.