Financial Crime Analyst
3 days ago
Job Overview
EXL is seeking a skilled Financial Crime Analyst to join our team. As a key member of our fraud prevention group, you will develop and deploy advanced machine learning models to detect and prevent financial crimes across banking products and services.
Key Responsibilities:
Design and build predictive models for real-time fraud detection systems using machine learning algorithms.
Evaluate and optimize existing models for performance, scalability, and explainability.
Apply deep learning techniques and advanced analytics for behavior analysis and risk profiling.
Analyze transaction data to identify patterns, anomalies, and fraud trends.
Perform exploratory data analysis (EDA) to understand customer behavior and potential fraud vulnerabilities.
Translate data-driven insights into actionable recommendations for leadership and stakeholders.
Collaborate with cross-functional teams to enhance fraud prevention frameworks.
Requirements:
3-10+ years of experience in analytics preferably in Banking and Financial Services.
A minimum of 3 years of hands-on experience working on Machine Learning models to solve analytical use cases.
Solid understanding of banking products, fraud types (e.g., account takeover, synthetic fraud, identity theft), and transaction systems.
Excellent problem-solving and analytical skills, with the ability to work on complex projects and deliver high-quality results.
Proficiency in programming languages such as Python, and experience with ML related libraries.
Experience with large-scale data processing and distributed computing frameworks is a plus.
Strong communication skills, both written and verbal, with the ability to convey complex ideas to diverse stakeholders.
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