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Senior Manager/ Manager, Risk Modeling and Machine Learning

2 months ago


Toronto, Ontario, Canada Royal Bank of Canada> Full time
Job Summary

We are seeking a highly skilled Senior Manager to join our Risk Modeling and Machine Learning team. As a key member of our team, you will be responsible for managing, monitoring, and building predictive risk models that support retail and small business Credit Strategies in Personal banking.

Key Responsibilities
  • Develop predictive risk models that support credit decisions in Portfolio Management and Credit Strategies (adjudication, account management, and collection)
  • End-to-end project management, continuous interaction with key stakeholders, and comprehensive model documentation
  • Resolve issues raised by independent validation, Internal Audit, and ongoing model monitoring
  • Documentation related to existing models (annual assessment and re-validation, model updates)
  • Monitor existing models, identifying potential weaknesses and limitations, conduct deep dives if necessary
  • Explore and leverage best practices in model development and management
  • Make decisions on technical details around the modeling solution, development, ongoing management, and deployment of models
Requirements
  • University Degree, preferably in computer science, actuarial science, mathematics, statistics, physics, engineering, or a related quantitative field
  • 4+ years of working experience in advanced statistical methods (logistic/linear regression, survival analysis, optimization, time-series forecasting, supervised/unsupervised machine learning)
  • Expert in data manipulation on large datasets with advanced programming skills (SQL, SAS, Python, R, Spark)
  • Exceptionally strong conceptual, analytical, and problem-solving skills combined with strong written and verbal communication skills, especially in explaining complex concepts to a non-technical audience
What We Offer
  • A comprehensive Total Rewards Program including bonuses and flexible benefits
  • Leaders who support your development through coaching and managing opportunities
  • Ability to make a difference and lasting impact
  • Work in an agile, collaborative, progressive, and high-performing team
  • The opportunity to interface with executives from many different parts of the organization
Job Skills

Automation Engineering, Big Data Analytics, Client Counseling, Credit Bureau Reporting, Critical Thinking, Financial Instruments, Financial Regulation, Logistic Regression Models, Machine Learning, Model Development, Python (Programming Language), Quantitative Methods, Retail Banking, Retail Lending, Risk Management, Risk Models, SAS Language, Structured Query Language (SQL), Survival Analysis, Time Series Forecasting

About Us

We thrive on the challenge to be our best, thinking progressively to keep growing, and working together to deliver trusted advice to help our clients thrive and communities prosper. We care about each other, reaching our potential, making a difference to our communities, and achieving success that is mutual.