Manager, Applied Researcher
Core
Lead applied research to build AI foundation models and deliver AI-powered products that change how customers interact with their money.
Role type
Manager, Applied Researcher (AI/ML)
Builds
AI foundation models, production AI systems, and scalable AI infrastructure for banking customers.
Domain
Financial Services / Artificial Intelligence / Machine Learning
Deliverable
production ML models
Required skills
AI foundation model development, deep learning (language, images, graphs), training optimization, self-supervised learning, RLHF, large-scale model training and inference, open-source tools, cloud computing platforms, research agenda ownership, stakeholder collaboration
Preferred skills
LLM expertise, NLP research, pre-training large language models, model sparsification/quantization, compiler design, instruction tuning, transfer learning, publications at top AI conferences (ACL, NeurIPS, ICML)
Technologies
PyTorch, AWS Ultraclusters, HuggingFace, Lightning, VectorDBs
Responsibilities
Partner with cross-functional teams to deliver AI products, build AI foundation models through full development lifecycle, engage in high-impact applied research, translate technical complexity into business goals, mentor team members
Seniority
Manager, hands-on IC with leadership responsibilities
