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Ai/Ml Credit Risk Modeler
Company | Money Mart Financial Services |
Address | Toronto, Ontario, Canada |
Employment type | FULL_TIME |
Salary | |
Category | Financial Services |
Expires | 2023-07-22 |
Posted at | 10 months ago |
Company Description
- Leverage software engineering best practices for quality, scalability, maintainability and robustness
- Work in a cross functional capacity across all business units including product, marketing, operations, risk, fraud, compliance and finance
- Evangelize AI and ML across the company as we make the AI transformation of the company.
- This is an individual contributor role which requires hands on expertise in building and deploying credit risk models. This role has the potential to grow into a managerial role in the future.
- Scope and build model monitoring services for the team.
- Present model results to senior management and appropriate committee
- Use every dataset at disposal to enhance existing feature store for AI/ML models.
- Perform on going model monitoring, model testing and update the developed model as required
- Responsible for AI/ML model development and deployment end to end including problem definition, data collection and analysis, feature engineering and model monitoring
- Work on a modern AI/ML platform including a newly built feature store.
- Master’s degree (PhD. Preferred) in a quantitative field such as Decision Science, Data Science, Mathematics, Statistics, Physics, Computer Science, Operations Research or Engineering
- 5-7 years experience with building and deploying ML models into production especially in the area of unsecured personal lending
- Experience in SQL and database optimization
- Experience working in a fintech or finance/banking institutions is nice to have but not required
- Strong development experience with Python is a must along with ML libraries (pandas, numpy, scikit learn, TensorFlow)
- Ability to thrive in in a fast paced, team oriented environment.
- Familiarity with H2O, Azure ML and Amazon Services
- Strong communications skills and ability to translate technical verbiage to business and senior management
- PTO / 401K / Tuition Reimbursement
- All your information will be kept confidential according to EEO guidelines.
- Company paid life insurance
- Medical / Dental/ Vision benefits available
- Paid holidays
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