Data Scientist AI Research & Innovation
Core
Design and develop AI-powered automation solutions, knowledge management, and semantic search systems to advance next-generation AI capabilities for credit, fraud, insurance, and marketing applications.
Role type
Senior IC AI Research Scientist (Reasoning & Knowledge Systems)
Builds
Proof-of-concepts and repeatable frameworks for emerging AI technologies (neuro-symbolic AI, agentic AI, causal AI) transitioning to production-ready solutions.
Domain
Financial services, risk analytics, and applied AI research.
Deliverable
production ML models
Required skills
Classical AI, machine learning, knowledge representation via ontology, knowledge graphs, graph neural networks, automated reasoning systems, search and planning algorithms, causal inference, probabilistic graphical models, explainable AI, Python, modern AI development frameworks
Preferred skills
Agentic workflows, multi-agent systems, tool calling, retrieval-augmented generation (RAG), vector search, natural language processing (NLP), text classification
Responsibilities
Design AI-powered automation solutions for enterprise workflows; design knowledge management and semantic search systems; drive innovation in neuro-symbolic AI, reasoning systems, and agentic AI; design, build, and evaluate proof-of-concepts; create frameworks for assessing AI capabilities and risks; collaborate with engineering teams to transition research to production; represent the company through publications and patents.
Seniority
Senior, hands-on IC