Applied Researcher 5
Core
Building AI foundation models and conducting high-impact applied research to translate state-of-the-art AI developments into production systems for banking customer experiences.
Role type
Senior Applied Researcher (AI/ML)
Builds
AI foundation models, production ML 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, robustness, explainability, RLHF, open-source tooling, cloud computing platforms, research agenda ownership, cross-functional collaboration
Preferred skills
LLM development, NLP research, large language model pre-training, model sparsification, quantization, training parallelism, gradient checkpointing, model compression, compiler design, supervised/instruction tuning, transfer learning, model adaptation
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, lead research threads bridging prototype and deployment, translate scientific insights to production impact
Seniority
Senior, hands-on IC with research leadership
