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Senior Manager, Risk Modelling and Machine Learning

RBC

This is a Contract position in Toronto, ON posted January 5, 2021.

What is the opportunity?

Are you interested in the opportunity to explore the latest machine learning algorithms and develop models on state of the art distributed computing infrastructure?  RBC Risk Modeling and Machine Learning team is hiring a Senior Manager.  Reporting to Director, Risk Modeling & Machine Learning, you will responsible for managing, monitoring and building predictive risk models that support retail and small business Credit Strategies in Personal & Commercial banking.

What will you do?

  • Develop predictive risk models that support credit decisions in Portfolio Management and Credit Strategies (adjudication, account management and collection)
  • Responsible for end-to-end project management, continuous interaction with key stakeholders  & comprehensive model documentation
  • Resolve issues raised by independent validation, Internal Audit and ongoing model monitoring
  • Responsible for 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
     

What do you need to succeed?

Must-have

  • University Degree, preferably graduate in computer science / actuarial science / mathematics / statistics / physics / engineering or related quantitative field
  • 5+ years 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)
  • Exceptionally strong conceptual, analytical and problem solving skills combined with strong written and verbal communication skills, especially in explanation of complex concepts to a non-technical audience 

 

Nice-to-have

  • Financial Risk Manager (FRM) / Chartered Financial Analyst (CFA) / Society of Actuaries (SOA) designation is preferred
  • Knowledge of bank retail products and credit lending processes, working experience with financial and credit bureau information
  • Knowledge on data access, data modeling, data architecture and data storage techniques
  • Experience in automation and scheduling of data pipeline for end-to-end modeling solutions

 

What’s in it for you?

We thrive on the challenge to be our best, progressive thinking 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.

  • Comprehensive Total Rewards Program including bonuses and flexible benefits,  and competitive compensation
  • Leaders who support your development through coaching and managing opportunities
  • Ability to make a difference and lasting impact
  • Work in a dynamic, collaborative, progressive, and high-performing team
  • Flexible work/life balance options
  • Access to a variety of job opportunities across business and geographies
     

 

 

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Expand your limits and create a new future together at RBC. Find out how we use our passion and drive to enhance the well-being of our clients and communities at jobs.rbc.com.
 
JOB SUMMARY
City:  Toronto 
Address:  88 Queens Quay W 
Work Hours/Week:  37.5 
Work Environment:  Office 
Employment Type:  Permanent 
Career Level:  Experienced Hire/Professional 
Pay Type:  Salaried 
Required Travel (%):  0 
Exempt/Non-Exempt:  N/A 
People Manager:  No 
Application Deadline:  01/10/2021 
Platform:  Personal & Commercial Banking 
Req ID:  305961
Ad Code(s):