Applied Researcher 4 (AI Foundations: Recommendation Systems)
Core
Build AI foundation models and apply state-of-the-art AI methodologies to create real-time, intelligent customer experiences in banking.
Role type
Senior Applied Researcher (AI Foundations)
Builds
AI foundation models, production systems, and scalable AI infrastructure for banking products.
Domain
Financial Services / Artificial Intelligence / Machine Learning
Deliverable
production ML models
Required skills
Deep learning model development, training optimization, self-supervised learning, explainability, RLHF, open-source frameworks, cloud computing platforms, research agenda ownership, controlled experiment design
Preferred skills
LLM pre-training, model compression, compiler design, instruction tuning, transfer learning, publications at top AI conferences (ACL, NeurIPS, ICML)
Technologies
PyTorch, AWS Ultraclusters, HuggingFace, Lightning
Responsibilities
Partner with cross-functional teams to deliver AI-powered products, build AI foundation models through all development phases, engage in high-impact applied research, translate technical complexity into business goals, collaborate on internal tech reports or conference submissions
Seniority
Senior, hands-on IC with research leadership
