Principal Data Scientist
Core
Lead complex analytics and AI-enabled consulting engagements, translating client needs into scalable solutions involving machine learning, statistical modeling, and generative AI.
Role type
Principal Data Scientist (Consulting/Client Delivery)
Builds
Production ML models, analytic consulting solutions, and reusable data assets for financial services clients.
Domain
Financial Services / Applied AI & Machine Learning
Deliverable
production ML models | client delivery
Required skills
Advanced programming (Python/R), Data Engineering, Applied AI/ML, Statistical Modeling, Model Development & Validation, MLOps, Model Monitoring, Solution Design, Stakeholder Alignment, Leadership & Mentoring
Preferred skills
Generative AI, Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), Agentic Workflows, Responsible AI/Governance, Credit Risk Analytics, Fraud Detection, Insurance Analytics
Technologies
Python, R, SQL, Cloud Analytics, Distributed Data Platforms, MLOps Frameworks
Responsibilities
Lead end-to-end analytics engagements from opportunity shaping to deployment and monitoring; design and develop complex ML models and generative AI solutions; create reusable analytic assets and documentation standards; deliver insights and recommendations to internal and external stakeholders; mentor and coach junior colleagues; partner with Sales, Product, and Technology teams to shape data-driven strategies.
Seniority
Principal, hands-on IC with leadership & mentorship
