Model Monitoring & Data Team Lead
Core
Lead a team responsible for ensuring the quality of modeling datasets and overseeing model monitoring activities to maintain accuracy and reliability standards.
Role type
Senior Team Lead, Model Monitoring & Data
Builds
Production ML models and monitoring frameworks for sustainable mobility fleet management
Domain
Sustainable mobility / Fleet management / Financial risk modeling
Deliverable
production ML models
Required skills
Statistical analysis, Data governance, Model validation, Team leadership, Regulatory compliance (CRR/RTS/IFRS 9), SQL, Python, R, Data visualization (Tableau/Power BI), Cloud platforms (AWS/Azure)
Preferred skills
DevOps practices, Git, Statistical modeling expertise
Technologies
Python, R, SQL, Tableau, Power BI, AWS, Azure, Git
Responsibilities
Oversee collection, cleaning, and maintenance of large datasets for model development; Conduct advanced analysis of data quality impacts on modeling; Lead continuous monitoring of model performance and identify anomalies; Develop strategies for model recalibration or redevelopment; Prepare detailed reports on model performance and risk assessments for senior management; Mentor a team of data analysts and data scientists; Conduct regular audits to ensure adherence to internal policies and external regulatory requirements.
Seniority
Senior, hands-on IC with team leadership