
Data Driven Fraud Risk Manager
4 days ago
We are seeking a seasoned Fraud Risk Manager to contribute as a subject matter expert and support data, machine learning models, and generative AI technology.
The ideal candidate thrives in a fast-paced environment where creativity and practicality lead to innovative solutions.
- Hands-on experience in analytics and data science is required.
- Model development and exposure to fraud detection are also expected.
- A good understanding of large language models and other new techniques is necessary.
- Data deep dive, insight generation, dashboard reporting, and presentation skills are essential.
- End-to-end project delivery and stakeholder management are crucial.
- Data Analytics & Business Insights
- Identify valuable data sources and automate collection processes.
- Analyze large amounts of information to discover trends and patterns.
- Combine models through ensemble modeling.
- Present information using data visualization techniques.
- Propose solutions and strategies to business challenges.
- Collaborate with engineering and product development teams.
- Create and enforce policies for effective data management.
- Assist with reports and data extraction when needed.
- Formulate techniques for quality data collection to ensure adequacy, accuracy, and legitimacy of data.
- Identify troubleshoot data-related problems and work on modifications to rectify the same.
- Monitoring fraud trends, investigating emerging threats, and quickly developing and deploying new strategies to manage those threats.
- Build predictive models and machine-learning algorithms.
- Analyze structural requirements for new software and applications.
- Optimize new and current database systems.
- Monitor and analyze information and data systems (indicator management, loss ratio pattern) and evaluate their performance to discover ways of enhancing them (new technologies, upgrades etc.).
- Review of existing control environment and assess effectiveness against known fraud schemes. Identify control gaps and create insightful analysis to support the implementation of new controls.
- Provide insight as Subject Matter Expert (SME) on Process and control fraud leakages.
- Develop complex technical rules/scenarios to maximize the effectiveness of fraud detection and prevention programs. Analyze fraud detection alerts and assess need for further investigation.
- Research/survey activity regarding Fraud and Risk
- Analytics related to claims/dashboard reporting/presentation department/content writing/framework preparation.
- Present information using data visualization techniques.
- Manage and optimize processes for data intake, validation, mining, and engineering as well as modeling, visualization, and communication deliverables.
- Work collaboratively with a diverse team of operational agents, fraud risk manager, data analysts/scientists, business insight analysts, subject matter experts.
- Support to Team members to Locate and define new process improvement opportunities.
- Build, develop, and maintain data models, reporting systems, data automation systems, dashboards, and performance metrics support that support key decisions.
- M.Sc in Statistics, Economics or Engineering degree or Professional education in Data Science
- Good knowledge of Python, R, SQL, MS Excel, and SQL database & coding
- At least a bachelor's degree in mathematics, Computer Science, Engineering, Economics, Statistics
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