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Company | Heights Finance Corporation |
Address | Greater Toronto Area, Canada |
Employment type | FULL_TIME |
Salary | |
Category | Financial Services |
Expires | 2023-10-10 |
Posted at | 8 months ago |
CURO is one of the largest, fastest growing full-spectrum consumer credit lenders in the United States and Canada. Our licensed, direct lending products and heightened customer service focus are at the core of what we offer.
- Own the full lifecycle of statistical and machine learning model development, utilize cash flow, bureau and marketing etc. data to develop tool to drive the business, from data exploration, model design, algorithm testing and design, development and deployment, strategy design and monitoring in production
- Improve efficiency in various areas of the business, including credit risk, fraud, marketing, and collections by deploying modeling solutions and helping stakeholders develop strategies to use them optimally
- BS or higher in a quantitative discipline (Statistics, mathematics, qualitative social science, operation management, finance, physics) or equivalent working experience
- Conduct regular model performance tracking and monitoring, provide recommendation on model upgrade or retirement
- Engage with cross-functional team to translate business questions into statistical and machine learning paradigms
- 2
- Research and develop new methods and tools that can potentially improve the business
- Explore datasets, looking for insights, performing analysis, and comparing lift between models using different data
- Strong business acumen with ability to translate analytical efforts to business results
- Strong machine learning and statistics track record and expertise on Regression Methods, Classification Methods, Clustering, Neural Networks, Unsupervised Learning Methods, GBM, Xgboost Etc.
- Strong organization skills and the ability to communicate effectively, both verbally and in written
- Summarize your findings and results clearly and concisely to inform stakeholders
- Adhere to quality assurance standards, documentation standards, using version control, and code repositories
- Solid analytical skills and an understanding of how to utilize data to target improvements, solve problems, and provide data-driven insights
- Years of hands-on experience with data science and statistical modeling
- Work with Legal and Compliance on model review and approval, satisfy governance requirement
- Exceptional problem-solving skills and ability to work effectively with minimal Comfortable working both independently and in a team environment.
- Familiarity with Python, SQL, SnowFlake, Git
-
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