Data Scientist, Validation of Financial and AI Models
Complexe Desjardins Montréal, Canada
R
CAD 81K-115K (estimate) Mid-level Full Time
Tasks
- Advise and train teams on validation methods
- Analyze business needs for models
- Assess model robustness performance stability explainability
- Develop evaluate and manage machine learning models
- Draft governance documents for model validation
- Ensure data quality and processing
- Evaluate model risks like bias and drift
- Mine multiple data sources
- Monitor industry trends in analytics and AI
- Represent teams with internal stakeholders
- Test statistical machine learning and AI methods
- Validate predictive models
- Validate risk and financial valuation models
Perks/Benefits
- Flexible vacation
- Group insurance
- Health and wellness reimbursement
- Pension plan
- Telemedicine
- Telework equipment reimbursement
Skills/Tech-stack
Algorithmic bias | Anomaly Detection | Artificial Intelligence | Basel Regulations | C++ | Credit Scoring | Decision Optimization | EAD | Economic Capital | Expected Credit Loss | Generative AI | IFRS 9 | LCR | LGD | Language Models | Language Processing | Large Language Models | Liquidity modeling | MATLAB | Machine Learning | Model Drift | Model Explainability | Model Governance | Model Monitoring | Model Validation | Natural Language | Natural Language Processing | PD | Prepayment models | Python | Quantitative Model Validation | R | Recommendation Systems | Responsible AI | SAS | SQL | Speech Recognition | Statistical modeling | Stress Testing | Supervised Learning | Unsupervised Learning
Education
Roles
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