VP, Data Science / Machine Learning Lead - Capital Markets & Fixed Income
Core
Designing and deploying production AI systems and LLM pipelines to automate investment banking and capital markets workflows, delivering decision-ready insights for senior stakeholders.
Role type
Senior IC machine learning engineer (capital markets)
Builds
Production LLM-powered products, analytics for fixed income/credit, and reusable AI platform components
Domain
Financial services, capital markets, fixed income, investment banking
Deliverable
production ML models | product features
Required skills
Python, LLM orchestration (RAG, multi-agent systems), statistical modeling, NLP, information extraction, investment banking valuation, credit analysis, MLOps, cloud infrastructure (AWS/GCP)
Preferred skills
Enterprise data/AI platforms (Palantir), CFA/FRM certification, client-facing experience in financial services
Technologies
PyTorch, scikit-learn, LangChain, LangGraph, vector databases, LLM APIs
Responsibilities
Design and deploy AI systems automating high-impact workflows; Build and own production LLM pipelines end-to-end; Evaluate and champion emerging AI techniques; Partner with researchers to translate models to production; Own development of reusable AI capabilities; Collaborate with senior business stakeholders; Mentor engineers and data scientists
Seniority
Senior, hands-on IC