Manager, Model Development
5 days ago
Job Title: Manager, Model Development
Job Summary:
We are seeking a highly skilled and experienced Manager, Model Development to join our team at Scotiabank. As a Manager, Model Development, you will be responsible for leading the development and implementation of advanced risk prediction and loss estimation forecasting models that will be used to make decisions worth billions every month.
Key Responsibilities:
- Lead the development and implementation of advanced risk prediction and loss estimation forecasting models
- Collaborate with risk management, vendors, technology and compliance + audit to ensure effective governance, measurement & communication of model performance
- Accurately estimate impacts and implement the models developed, recalibrated and maintained in production platforms
- Identify, promote and lead process improvements for model development and monitoring
- Ensure that the data used for model development is reliable and robust and that it adheres to industry and regulatory standards
Requirements:
- Bachelor's Degree in Mathematics, Computer Science, Engineering or an equivalent technical field
- Demonstrated history of analytic problem solving and sound judgment
- Experience as an analyst or data scientist with a track record of accomplishments working on cross-functional teams
- Strong English-language verbal and written communications skills
- Able to work remotely and on-site on multiple activities simultaneously and meet deadlines
Technical Requirements:
- Strong fundamental understanding of statistics
- 2+ years of overall experience in analytic roles developing and using predictive, risk and/or forecasting models
- Highly proficient in 1 or more analytical programming languages (Python, R, SAS, etc.), SQL (Teradata, Oracle, DB2, SQL Server) and multiple environments (Unix & Windows)
- 1 or more years of experience with big data platforms / integration (Hadoop, Spark, Hive, Avro)
- Knowledge about credit risk models / scorecards
Nice to Have's:
- Proficient reading, writing and speaking Spanish
- Experience with credit risk forecasting and/or financial reporting frameworks
- Experience working within loss forecasting, AIRB or IFRS9 frameworks
- Domain expertise with any retail & small business banking products and/or risk management practices
- FRM, CFA credentials
- Experience training and deploying machine learning models using common Python open source frameworks (i.e., scikit-learn) and/or Python DevOps
- Microsoft Office (Excel, Word, PowerPoint, Teams, PowerBI) power user
- Experience working with FICO / TSYS / CGI decision systems (TRIAD, OM, ACE, CACS)
What's in It for You?
- We have an inclusive and collaborative work environment that values curiosity & ownership, encourages pragmatic creativity (i.e. true innovation), and celebrates success
- You'll get to work with and learn from an incredibly friendly and diverse group of accomplished leaders
- Access to thousands of online and in person courses so you can brush up on skills, or learn new ones
- Multiple career paths and innumerable progression opportunities
- A competitive rewards package that includes a base salary, a performance bonus, company matching programs on pension and profit sharing, paid vacation, personal & sick days, medical, vision and dental benefits that start from day one and much more
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