Senior AI/ML scientist in Computational Toxicology driving advanced AI/ML solutions for safer drug discovery and regulatory methodologies.
About the role
- Senior Data Scientist at Stefanini developing analytics models for banking with Azure and Python. Leading feature design and model validation with focus on explainability and monitoring.
Responsibilities
- Desarrolla y operacionaliza modelos de analítica avanzada para banca, trabajando sobre datasets gobernados y pipelines robustos en Azure. Usa KNIME y Python para acelerar experimentación y producción, con foco en explainability, validación y monitoreo.
- Liderar diseño de features y experimentos; definir criterios de aceptación para producción.
- Co-definir con Data Engineer datasets “curated” y feature sets; participar en diseño de scoring batch/real-time.
- Documentación de modelos para auditoría/MRM y prácticas de explicabilidad.
- Monitoreo continuo: drift, performance, umbrales, estabilidad (PSI/CSI).
Requirements
- Requisitos: Azure, KNIME, Python.
- Stack: Azure ML, ADLS/Synapse/SQL, Python (pandas, sklearn), KNIME, Power BI; SHAP/explicabilidad.
- Feature engineering, modelado, validación, deploy/monitoring de modelos con criterios de negocio.
Job title
Job type
Experience level
Salary
Not specified
Degree requirement
Tech skills
Location requirements
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