Team Leader-Fraud Analytics-SUPPORT SERVICES-Fraud Risk Management Unit
Mumbai, Maharashtra, India
Kotak Mahindra Bank
Kotak Mahindra Bank, India’s trusted bank offers personal & business banking services - accounts, deposits, loans, cards, insurance, investments & more.Level M5-M6 Department Fraud Analytics Location Mumbai Role Requirements
- Conceptualize and implement early warning triggers & strategies from fraud perspective in both assets and liabilities
- Develop analytics to identify suspected frauds in both credit and non-credit areas
- Monitor effectiveness of triggers and rules set for fraud identification and suggest refinements/additional rules to improve efficacy and accuracy
- Design fraud monitoring framework through data analytics and collaboration with first line of defense
- Analyze historical data on EWS, RFA and credit frauds across industry to develop and implement EWS triggers
- Validate model performance metrics, process production data, and conduct deep-dive analytics to improve fraud detection accuracy.
- Leverage Python, PySpark, and ML frameworks to develop scalable solutions.
- Develop real-time analytics solutions to detect fraud transactions instantly.
- Utilize supervised (regression, classification) and unsupervised learning techniques to address business challenges.
- Lead collaboration between stakeholders – RCU, product, analytics, IT, BSG & business to design/implement solutions w.r.t. Fraud identification and monitoring
- Collaborate with FinTechs / external vendors for exploring on new ideas / innovations and implement the same
- Presentation to relevant committees and senior management
- Candidate should have minimum 5-6 years’ experience in analytical/statistical modelling and data analytics in Fraud Risk with overall experience of at least 8 years.
- Experience in
- Machine Learning & Statistical modeling, with expertise in supervised and unsupervised techniques.
- Python, PySpark, SQL, and software engineering fundamentals.
- Fraud analytics, risk modeling, and anomaly detection.
- Building dashboards & reports using Power BI and Python for model monitoring.
- Candidate should have excellent logical thinking and solution building skills.
- Good written and verbal communication skills
- Professional Qualifications - MSc Statistics/ MTech/BTech/MBA from Tier1 colleges or universities with CFE certification preferred
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
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Categories:
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Tags: Classification Data Analytics Engineering Fraud risk Machine Learning Power BI PySpark Python R SQL Statistical modeling Statistics Unsupervised Learning
Region:
Asia/Pacific
Country:
India
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