About this role
Medior Data Scientist Als Medior Data Scientist Anti-Financial Crime bij ASN Bank bouw je AI- en machine learning-modellen en datapipelines voor transactiemonitoring, KYC en sanctiewetgeving. Je werkt in het AIKI-team aan het hele modeltraject, van use case en feature engineering tot implementatie en monitoring in productie. Direct solliciteren Neem contact op Medior Data Scientist Develop, evaluate, and deploy data-driven solutions that improve decision-making and business performance. Translate complex data into actionable insights and collaborate with stakeholders to deliver measurable outcomes.
- Analyze structured and unstructured data to identify trends, patterns, and opportunities.
- Build, validate, and maintain predictive and descriptive models using appropriate statistical and machine learning methods.
- Design experiments (e.g., A/B tests) and measure impact with clear success metrics.
- Prepare, clean, and transform datasets; ensure data quality and reproducibility.
- Create dashboards, reports, and narratives that communicate findings to technical and non-technical audiences.
- Collaborate with data engineers and software teams to operationalize models and monitor performance.
- Document methodologies, assumptions, and model limitations to support governance and auditability.
- Data science: statistical analysis, feature engineering, model selection, evaluation, and interpretability.
- Programming: Python and/or R; experience with notebooks and production-grade code practices.
- ML tooling: scikit-learn or similar; familiarity with MLOps concepts (versioning, monitoring, CI/CD) is a plus.
- Data: SQL; experience with data warehouses/lakes and ETL/ELT concepts.
- Communication: stakeholder management, clear storytelling, and ability to explain trade-offs.
- Experience with cloud platforms and scalable data processing.
- Domain knowledge relevant to the business context.
Data Scientist Anti-Financial Crime Als Da...