10 Magna Hire Jobs
Data Scientist - Fraud Analytics (2-5 yrs)
Magna Hire
posted 5 days ago
Key skills for the job
The position is in the Fraud & Operational Analytics Team. This team is mainly responsible for creating Machine Learning/ AI solutions for effective fraud prevention and driving operational scalability to improve customer experience, reduce operational cost, risk mitigation, etc. The role will focus on building cutting-edge ML solutions.
Responsibilities :
- Analyze large amounts of data to derive business insights and create innovative solutions.
- Understanding business nuances and associated fraud patterns.
- Develop advanced ML models for fraud identification.
- Innovate with a focus on better and newer approaches.
- Explore alternate data sources that can add value on top of traditional data sources.
- The role requires exhibiting a high level of expertise in data strategy and model training pipelines.
- She/He will drive insights in generating data-driven, actionable strategies.
- Supporting the business and risk teams with bespoke and strategic analysis.
Requirements :
- Proficiency and experience in econometric, statistical, and machine learning techniques.
- Proficiency in Python, SQL, Pandas, Numpy, Sklearn, Tensorflow/PyTorch, etc.
- Strong understanding of statistical concepts and modeling techniques for regression, classification, and anomaly detection.
- Good understanding of evaluation metrics.
- Logical thought process, ability to scope out an open-ended problem into data data-driven solution.
- Engg, MBA, Master of Economics, Master of Statistics from Top Tier colleges.
- 3-4 years of experience in Fintech, Banking Domain.
- Worked on Anomaly Detection and unbalanced datasets previously.
- Good understanding of Machine learning systems and Machine learning pipelines.
Functional Areas: Other
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