Head Of Data Science & Credit Risk
Tasks
- Analyze portfolio risk metrics
- Build real time decisioning pipelines
- Build underwriting models
- Create early warning systems
- Create segmentation models
- Define data science and credit risk strategy
- Deploy fraud detection models
- Design credit scoring models
- Develop credit risk policies
- Develop real time monitoring pipelines
- Establish MLOps standards
- Lead causal inference experiments
- Model expected credit losses
- Monitor model performance in production
- Optimize customer value predictions
- Optimize provisioning strategies
- Partner with external data providers and credit bureaus
- Recruit and mentor data science team
- Run A/B testing
- Run portfolio stress testing
- Set approval strategies
- Set risk thresholds
- Support capital allocation decisions
- Translate analytics into executive insights
Perks/Benefits
- Access to modern ML stack
- Career progression
- Contribution to Financial Inclusion
- Equity participation
- Fast paced mission driven environment
- Ownership and autonomy
Skills/Tech-stack
A/B | A/B Testing | B testing | BigQuery | Causal Inference | Cloud platform | Credit Risk | Credit Scoring | Customer Value | Customer Value Optimization | Data Pipelines | Expected Credit Loss | Fraud Detection | GCP | Google Cloud | Google Cloud Platform | MLOps | MLflow | Machine Learning | Portfolio Risk | Portfolio risk analytics | Real Time | Real-time Decisioning | Risk Analytics | SQL | Stress Testing | Underwriting | Value optimization
Education
N/A
Roles
Data Science | Data Science Manager | Head | Head of Credit | Head of Credit Risk | Head of Data | Head of Data Science | Manager
Related jobs
-
A/B | A/B Testing | Artificial Intelligence | B testing | Data PipelinesFlexible working hours | Fully remote | Knowledge-sharing workshops | Learning and development budget | Mental health supportMid-level Full TimeItaly R1d ago
-
AI strategy | Artificial Intelligence | Change Management | Data Ethics | Data GovernanceRemote workSenior-level Full Time(HE)Remote Lodi, Italy R2d ago
-
AI Lead Product Manager - Data EUR 56K-62KAgile | Artificial Intelligence | Continuous discovery | Data Governance | Data LakesSenior-level Full TimeITA - Milan - Trinita, Italy3d ago
-
Data Science Lead EUR 53K-65KAUC | Backtesting | Calibration | DBT | Data ValidationClient-facing engagement | Full time engagement preferred | Leadership of distributed teamSenior-level Full TimePoland6d ago
-
Engagement Manager (Services Sales) EUR 40K-60KAWS | Agile | Development Lifecycle | Google Cloud | KubernetesParental leave | Remote work | Travel for engagementsMid-level Full TimeRome9d ago
-
Data Mapping | Data Science | Data cleaning | Document parsing | FMEAEntry-level InternshipAgrate Brianza, Italy10d ago
-
Churn modeling | Data Feeds | Data Modeling | Data integration | GenAIAccident insurance | Car allowance | Corporate discounts | Employee assistance program | Health insuranceEntry-level Full TimeMilan - Broletto, Italy R11d ago
-
Data science applications engineer EUR 66K-80KArtificial Intelligence | Contract Management | Data Fusion | Data Processing | Decision Support SystemsSenior-level Full TimeFrascati, IT14d ago
-
Martech / AI integration Lead EUR 62K-100KArtificial Intelligence | Data Governance | Delivery management | Digital Transformation | Machine LearningBirthday day off | Flexible smart working | Free water and coffee | Physical and Mental Well Being | Training & development opportunitiesSenior-level Full TimeMILAN, Italy21d ago
-
Lead AI and Computer Vision specialist EUR 54K-75KArtificial Intelligence | CI/CD | Computer Vision | Containerization | Deep learningFlexible working hours | International travelSenior-level Full TimeIT-FI-FLORENCE-VIA FELICE MATTEUCCI 2, Italy22d ago
-
Technical Product Manager - Data Platform EUR 56K-62KAWS | Access Management | Cost Optimization | Data Governance | Data PipelinesFlexible work schedule | Growth plan | Gym discounts | Learning resources | Mental health supportMid-level Full TimeMilan R1mo ago