Predictive Modeling Expert

3 weeks ago

Toronto, Ontario, Canada Northbridge Financial Corporation Full time

About the Role

The Data Science Team at Northbridge Financial Corporation is a central partner to the business for predictive and prescriptive capability using applied statistics, machine learning, or artificial intelligence to build business solutions.

Key Responsibilities

  • Participate in the data science lifecycle to develop and deploy analytical models, tackling a breadth of challenges from data wrangling to delivering results to business stakeholders.
  • Perform data extraction and wrangling, and conduct exploratory data analysis to identify trends and patterns.
  • Train and evaluate applied statistics and machine learning models using open-source and cloud-based proprietary software.
  • Develop deployment scripts for batch and real-time delivery of model output, ensuring seamless integration with business operations.
  • Maintain deployed models by running and delivering model output, debugging scripts as needed, and ensuring model performance and accuracy.

Requirements

  • Undergraduate degree in Statistics, Mathematics, Computer Science, or a relevant field.
  • 2-4 years of professional experience in applied statistics and/or machine learning model development and implementation.
  • 2-4 years of professional experience in data wrangling and feature engineering, including SQL writing queries to integrate data from multiple sources.
  • 2+ years of programming experience with SQL and Python/R.
  • Proficiency in operational procedures, workflow, and processing functions.
  • Experience in scalable data engineering, software engineering, and/or MLOps practices is an asset.

About Northbridge Financial Corporation

We are a 100% Canadian-owned company, part of the Fairfax Financial group. We offer our services through our brands Northbridge Insurance, Federated Insurance, and TruShield Insurance. We are recognized as one of the largest business insurance companies in Canada. Our employees are committed to understanding our clients' needs and working to help Canadian businesses achieve a better and more secure future. We are a company formed by passionate people who put people at the heart of their concerns. If you want to join a team that believes in working hard and having fun while improving things, look no further than Northbridge.

We are committed to creating an inclusive work environment where we celebrate and welcome employees as they are. Regardless of who you are or what makes you unique, we welcome you with open arms. Please simply let us know how we can help or accommodate you during the selection process.

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