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Financial Crime Data Scientist
Desjardins. Design, calibrate and refine advanced financial crime analytics models by contributing to improvements in the monitoring system .
Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in financial crime analytics model design and compliance, with a strong foundation in data science and proficiency in Python and Spark. Capable of collaborating across teams to enhance analytical strategies and ensure robust governance.
Highest-signal resume keywords
Financial Crime Certification (CAMS, CFCS)Data Science Expertise (ML, Statistics)Proficiency in Python and SparkExperience with Azure/DatabricksKnowledge of Financial Crime Regulatory Frameworks (FINTRAC, FATF)
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Data ModellingModel DevelopmentIndustrialization Practices (Git, MLflow, MLOps)Advanced Financial Crime AnalyticsStatistical Analysis
Soft Skills
Ability to Explain Complex ConceptsCollaboration
Tools & Technologies
AzureDatabricks
Certifications & Qualifications
CAMSCFCS
Industry Keywords
Financial CrimeComplianceGovernanceAnalytics EcosystemFCP Analytical Strategy
Tech Stack
Tools & technologiesAzurePythonSpark
About the role
Key responsibilities & impact- Design, calibrate and refine advanced financial crime analytics models by contributing to improvements in the monitoring system
- Contribute to the FCP analytical strategy and ensure the performance, robustness and compliance of models
- Ensure documentation, governance and compliance of models
- Serve as an expert with partners to explain methodologies, recommend solutions and support decision making
- Participate in the modernization and industrialization of the analytics ecosystem
- Monitor trends in analytics and integrate best practices and innovations
- Collaborate with IT, operations and compliance teams to ensure overall consistency of the FCP system
Requirements
What you’ll need- Bachelor’s degree in data science, statistics, computer science, mathematics or a related field
- A minimum of six years of relevant data modelling or data science experience
- Please note that other combinations of qualifications and relevant experience may be considered
- Financial crime certification (CAMS, CFCS)
- Experience with Azure/Databricks and interest in approaches that include generative AI
- Experience in an influential role and experience structuring a long-term analytical vision
- Knowledge of French is required
- Intermediate knowledge of English due to the nature of the duties or work tools or because the position involves interactions with English-speaking partners, members and/or clients
- In-depth expertise in data science (ML, statistics) and understanding of model limitations
- Proficiency in Python, Spark and model development and industrialization practices (Git, MLflow, MLOps)
- Ability to explain complex concepts in plain language
- Knowledge of financial crime regulatory frameworks (FINTRAC, FATF)
Benefits
Comp & perks- Competitive salary and annual bonus
- 4 weeks of flexible vacation starting in the first year
- Defined benefit pension plan that provides predictable, stable income throughout retirement
- Group insurance including telemedicine
- Reimbursement of health and wellness expenses and telework equipment