(FinTech Unicorn) Credit Risk Modelling

<p><strong>About the Company:</strong><br /> <br /> Our client is a leading banking and digital finance platform in Southeast Asia that operates in 4 major countries: Indonesia, Philippines, Vietnam and Malaysia.<br /> Targeting an emerging market with an underserved but creditworthy and fast-growing consumer group, This Company currently provides users with digital banking, consumer credit, digital investment and insurance brokerage services, fulfilling financial needs for a wide range of customers.<br /> Just now, This Company has raised a total of $438.1M in funding over 10 rounds. Their latest funding was raised on Feb 15, 2022 from a Series E round.</p> <p><strong>Responsibilities:</strong></p> <ul> <li>Develop credit risk measurement models, which include credit line models, credit scoring models, and anti-fraud models</li> <li>Responsible for model monitoring and maintenance, writing monitoring analysis reports and risk reports, etc., and continuously optimizing the model</li> <li>Responsible for compiling the development requirements of the model and coordinating the implementation process of the entire model;</li> <li>Combine the model with current risk control policies to provide strategy optimization suggestions based on data analysis;</li> <li>Develop feature mining work, and be responsible for the proposal and arrangement of feature library requirements.</li> </ul> <p><strong>Requirements:</strong></p> <ul> <li>Bachelor degree or above which is relate to economic, mathematic, and statistics.</li> <li>2+ work experience relate to banking/fintech, experience which is relate to data analysis and credit risk modeling</li> <li>Familiar with this industry's data analysis model and algorithms and deep understanding of logistic regression, decision trees, neural networks, GDBT, and SVM models</li> <li>Fluent with hive SQL for data collection and analysis and complete analysis report</li> <li>Fluent with Python/R and other programming language</li> <li>Strong logical thinking, good communication skill, team work and ability to self-learn and complete project independently</li> </ul>