Head Of Data Science & Credit Risk
A AED 240K-396K (estimate) Executive-level Full Time
Tasks
- Apply causal inference approaches
- Build early warning systems
- Build near real time decisioning pipelines
- Build portfolio risk frameworks
- Build real time decisioning pipelines
- Define approval strategies
- Define data science and credit risk strategy
- Design decisioning systems
- Develop credit risk policies
- Develop customer segmentation models
- Develop machine learning credit scoring models
- Develop machine learning fraud detection models
- Develop underwriting models
- Establish MLOps standards
- Integrate external data providers
- Model expected credit loss
- Monitor model performance in production
- Optimize capital allocation
- Optimize customer value
- Partner on unit economics and provisioning
- Recruit and mentor data scientists and risk analysts
- Run A/B testing
- Run portfolio risk analytics
- Run stress testing
- Set risk thresholds
- Track model versioning
- Translate analytics into executive insights
Perks/Benefits
- Access to modern ML stack
- Autonomy and ownership
- Equity participation
- Experimentation driven culture
- High-impact role
- Opportunity to build capabilities from scratch
- Strong career progression
Skills/Tech-stack
A/B | A/B Testing | Alternative data | B testing | Causal Inference | Cloud Platforms | Cloud platform | Credit Risk | Credit Scoring | Customer Value | Customer Value Optimization | Data Pipelines | Decisioning systems | Early Warning | Early warning systems | Expected Credit Loss | Fraud Detection | Google BigQuery | Google Cloud | Google Cloud Platform | MLOps | MLflow | Machine Learning | Machine Learning Experimentation | Model Monitoring | Model versioning | Near real-time analytics | Near-real-time | Production Machine Learning | Real Time | Real-time analytics | SQL | Segmentation | Statistical modeling | Stress Testing | Underwriting | Value optimization
Education
N/A
Related jobs
-
Artificial Intelligence | Cloud infrastructure | Data Engineering | Low Latency | Low latency programmingExecutive-level Full TimeDubai, Dubai, United Arab Emirates1d ago
-
Head of AI AED 360K-420KAI Governance | AI Operating Model | Artificial Intelligence | Change Management | Cloud ComputingExecutive-level Full TimeDubai, Dubai, AE9d ago
-
Curriculum Development | Data Science | Data Visualization | Data analytics | Instructional DesignEmployee resource groups | Flexible work environment | Healthcare offerings | Leadership development programs | Matched donationsMid-level Full TimeDubai, Dubai, AE1mo ago
-
Agentic AI | Artificial Intelligence | Data Governance | Data platform | Intelligent AutomationExecutive-level Full TimeDubai, United Arab Emirates1mo ago
-
Head of Artificial Intelligence & Data Intelligence AED 240K-396KApache Spark | Big Data | Data Engineering | Data Governance | Data PrivacyCareer advancement | Collaborative culture | Employee well-being | Work-life balanceExecutive-level Full TimeDubai, Dubai, United Arab Emirates1mo ago