Credit Risk Analyst
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Key skills for this role
About the Role
ClearGrid is hiring an on-site Credit Risk Analyst in Dubai. Role Overview We are searching for a Credit Risk Analyst with a track record of delivering innovative, data-driven solutions and a bias for action.
Key Skills for This Role
Full Job Posting
Cleargrid
is hiring an on-site
Credit Risk Analyst
in Dubai.
Role Overview
We are searching for a
Credit Risk Analyst
with a track record of delivering innovative, data-driven solutions and a bias for action.
In this role, you will be responsible for the financial modeling and valuation of distressed consumer loan portfolios (BNPL and unsecured personal loans).
You will translate complex data signals, such as demographic indicators and borrower behavior, into actionable recovery forecasts and competitive investment bids.
Key Responsibilities
- The candidate will be able to perform:
- **Advanced Recovery Modeling:**
- Develop and maintain recovery rate models using "ClearGrid" methodology, specifically focusing on identifying high-potential segments (top 5%) using data signals and explicitly define downside cases and sensitivity of recovery assumptions
- **Statistical Correlation Analysis:**
- Construct correlation matrices to test recovery sensitivity against existing borrower signals to establish eligibility criteria and concentration limits.
- Clearly articulate where data is directional rather than definitive
- **Lookalike Modeling & Interpolation:**
- Utilize machine learning or statistical grouping to identify "lookalike" borrowers within unidentified portfolios, applying scenario assumptions for risk mitigation.
- **Portfolio Bidding & Strategy:**
- Design and execute the final Portfolio Bid models, integrating recovery forecasts with operational costs, concentration limits, and required profit margins to determine the purchase price.
- Produce pricing ranges and downside scenarios, not just point estimates.
- Support live transaction pricing discussions and iterative bid refinement under time constraints
- **Visual Reporting:**
- Build and manage Tableau dashboards to communicate conversion rates and recovery performance to senior stakeholders.
Requirements
- **Data Tools:**
- Advanced proficiency in
Sql
and
Python And R
- for data manipulation and lookalike modeling.
- **Visualization:**
- Expert level in
Tableau
- or other tools for large data sets to visualize recovery trends.
- **Financial Modeling:**
- Expert Excel/Financial modeling skills, specifically for NPL valuation (DCF, IRR, and NPV analysis of recovery streams).
- **Domain Expertise:**
- Deep understanding of
Bnpl
or consumer credit lifecycles and the impact of "soft" signals on repayment behavior.
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