Data Scientist_SUPPORT SERVICES_0789_1288_1081157

Kotak Mahindra Bank; Mumbai; On-site; INR 900,000 - 1,500,000; Full time

Job summary

Kotak Mahindra Bank in Mumbai is seeking a Data Scientist/Sr Data Scientist to build analytical models for banks and NBFCs. You will develop model pipelines, deploy them, and support adoption across customer journeys, collaborating with cross-functional teams to create predictive models for credit risk and personalized customer experiences.

The role emphasizes turning business needs into data-driven solutions and maintaining feature repositories for models, with a focus on robust performance

Responsibilities

• Writing Optimized Code: Develop and maintain efficient, scalable code for model pipelines
• Writing Optimized Code: Implement best practices in coding to ensure performance and resource optimization
• Version Control and Lifecycle Configuration: Familiar with best practices to manage codebase changes with available resources
• Version Control and Lifecycle Configuration: Maintain and update configuration files to manage the lifecycle of data science models
• Extracting Usable Information from Data: Translate business needs into data-driven solutions and actionable insights
• Extracting Usable Information from Data: Conduct thorough exploratory data analysis to uncover trends and patterns
• Extracting Usable Information from Data: Create and maintain feature repositories to document and manage features used in models
• Building Robust Models: Develop models that are reliable and generalize well across different time periods and customer segments
• Building Robust Models: Continuously monitor and improve model performance to adapt to changing data and business conditions
• Publishing Model Outcomes: Communicate model results and insights effectively to stakeholders
• Publishing Model Outcomes: Facilitate the adoption of models by ensuring they meet business needs and are user-friendly

Job description

Job Description:

Role: Data Scientist/Sr Data Scientist

Business: Not Applicable Department: Analytics Sub-Department: Not Applicable

Location: Mumbai

As a Data Scientist specializing in to building Analytical Models for Banks/NBFCs/Insurance industry, your primary responsibility is to utilize machine learning algorithms or statistical models to optimize Business Processes across Customer Life Journey. You will be required to build the model pipeline, work on its deployment and provide the required support until its last leg of adoption. Your role involves collaborating with cross functional teams to develop predictive models that assess Credit Risk and/ or personalize Customer Experience. You will also be responsible for identifying relevant base for targeting (cross-sell/up-sell) and running these campaigns from time to time.

Key Responsibilities

1. Writing Optimized Code:

• Develop and maintain efficient, scalable code for model pipelines
• Implement best practices in coding to ensure performance and resource optimization

2. Version Control and Lifecycle Configuration:

• Familiar with best practices to manage codebase changes with available resources
• Maintain and update configuration files to manage the lifecycle of data science models

3. Extracting Usable Information from Data:

• Translate business needs into data-driven solutions and actionable insights
• Conduct thorough exploratory data analysis to uncover trends and patterns.
• Create and maintain feature repositories to document and manage features used in models

4. Building Robust Models:

• Develop models that are reliable and generalize well across different time periods and customer segments.
• Continuously monitor and improve model performance to adapt to changing data and business conditions

5. Publishing Model Outcomes:

• Communicate model results and insights effectively to stakeholders.
• Facilitate the adoption of models by ensuring they meet business needs and are user-friendly.