Job Location: Thane
Role Title: Manager Data Science & AnalyticsDepartmentBIU FunctionData Science & AnalyticsLevelMDesignationManagerReporting toSenior Manager Location Head Office, Navi Mumbai
Note: candidate needs to be from BFSI domain with insurance expertise .Any BFSI domain will be highly proffered.
Key Responsibilities:
This job would have the following responsibilities:
- Managing the entire cycle of ML Models from Data extraction, Feature engineering, Model development, Training, Verification, Deployment, monitoring to validation at the defined frequencies
- Embed automated processes for model deployment, and implementation
- Would require thorough understanding of machine-learning algorithms
- Excellent understanding of ML techniques such as: Linear regression, logistic regression, decision tree, random forests, bagging & boosting techniques, SVM, neural networks and clustering techniques like K-means, h-clustering
- Work with stakeholders to identify opportunities to leverage data to drive business decisions
- Data extraction, preprocessing, analysis of structured & unstructured data, and data visualization
- Analyze large amounts of information to discover trends and patterns
- Ad-hoc analysis and sharing insights with the business users
- Hands on experience with any of the visualization tools to share the insights quickly with the business teams, if required (experience using Power BI- not mandatory)
Work experience:
- Minimum 4 years of experience (BFSI domain with insurance expertise will be preferred )
- Proven experience as a Data Scientist or Data Analyst
- Experienced in data mining & statistical model development
- Understanding of machine-learning and operations research
- Hands on with Python/R is a must along with knowledge of querying; familiarity with Scala, Java or C++ will be an advantage
- Analytical mindset and business acumen
- Strong math skills (e.g. statistics, algebra)
- Problem-solving aptitude
- Excellent communication and presentation skills
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