Data Science - Future Opportunities
Core
Building production ML models, analytics strategies, and ML platforms for a full-stack banking platform serving millions of Canadians.
Role type
Senior/Staff/Principal Data Scientist (Fintech)
Builds
Production models for credit risk, fraud, marketing, and loyalty; ML platform infrastructure; strategic analytics.
Domain
Fintech / Banking / Regulated Financial Services
Deliverable
production ML models
Required skills
Python, SQL, model design, training, validation, production deployment, model governance, experimental design, cross-functional collaboration
Preferred skills
Fintech/lending/payments experience, cloud infrastructure, team mentorship, strategy setting
Technologies
Python, SQL, Cloud platforms, ML pipelines, Observability tools
Responsibilities
Frame ambiguous business problems, ship end-to-end models from prototype to production, define validation strategies, mentor team members, align with Product/Engineering/Risk, maintain model reliability and monitoring
Seniority
Senior, Staff, or Principal, hands-on IC with leadership potential
