Manager, Forecasting Models

2 weeks ago

Toronto, Ontario, Canada Scotiabank Full time
Requisition ID: 182866

Join a purpose driven winning team, committed to results, in an inclusive and high-performing culture.

Overview:

The world is changing faster than ever and so are we

"Big data", "machine learning" and "AI" are not just buzzwords; they are an ever-increasing part of our daily life. We have decades of data powering hundreds of models deployed across a multitude of systems that are crying out for smart talented team players who are results-oriented, embrace transformational challenges and relish the opportunity to help us turn our vision into reality.

Our goal is to be nothing less than The Leading Bank in The Americas by putting Customers First.

Achieving this requires a Winning Team that can build, manage and govern stable high-performing models and provide our business partners with the best analytic insights and advice possible.

To put things in perspective, the models that we build underpin automated risk-management decisions and forecasts that impact millions of customers and keep hundreds of $billions safe every single day.


What Are We Looking For?


To be a Manager in Forecasting arm of Retail Models & Analytics, it isn't enough to just be a great model developer (though that is incredibly important as well); you also need to be a collaborative team player who actively listens to stakeholders and customers because you are passionate about helping them win and you need to be interested in building something lasting and great.

Working with internal customers (stakeholders) across the bank to understand and translate their needs into outcomes, exploring both novel and legacy data sets and methodologies, collaborating with technology partners to get things implemented flawlessly, and monitoring, tuning up (when necessary), and governing the models that your team "owns" will all be equally important.


We are results driven, we work hard, we play hard, we nerd out and we bring service, smiles and solutions to every problem that we face; so should you.


Make an Impact

As a Manager, you will report directly to a Senior Manager or Director and be a critical member of a team overseeing a portfolio of forecasting models and analytic processes.

You will support - from conception through execution and governance - the regulatory capital (AIRB) models covering all of the Bank's retail and small business product lines.

You will collaborate, on a regular basis, with a wide range of stakeholders and internal partners including Provisioning, Model Operations, Finance, Collections, Model Validation and Governance, Technology & Data, Compliance and Audit.


You will have access to both traditional SAS tools and a modern machine learning stack that includes on-premise GPU computing, open source Jupyter development environments, a Hadoop cluster, containerized API model deployment and data visualization business intelligence tools.


Under the guidance of your Director, your team of risk modeling experts will use these tools to develop advanced risk prediction and loss estimation forecasting models that will be used to make decisions worth $billions every month and therefore they need to be not only precise and accurate, but highly stable, explainable, compliant, secure and useful.

You will be responsible for understanding the goals & priorities set for you, executing them efficiently with a perpetual eye on quality, asking questions often and delivering results in harmony with your teammates.


Is This Role Right for You?

  • You believe, first and foremost, in always doing the right thing and doing things the right way
  • You are both deeply curious and highly pragmatic
  • You are comfortable with ambitious but realistic goals and are committed to achieving them
  • You are social, engaging, not afraid to ask questions and relish the opportunity to learn from global partners across the firm (who may be more, or less technical than you)
  • You relish the opportunity and yet also understand the responsibility and weight that comes with the fact that the output of your models will directly influence the bank's financial statements
  • You can read complex and lengthy regulatory requirements and identify opportunities for optimization while always remaining committed to compliance excellence
  • You understand what PDs, LGDs, EADs & RWA really are, from the ground up, and can model them precisely for any product
  • You have a genuine love, passion and talent for programming, data, and predictive modeling
  • You are committed to quality in everything you do statistically, process and governance wise
  • You look forward to sharing your insights through highquality verbal & written communications
  • You are professional, motivated AND FUN. We mean it.

Sample projects that you might work on include:

  • Complete specialized analysis, develop statistical solutions and recommend improvements to estimation techniques and/or forecasting models
  • Prepare attribution and/or stockf

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