Role description
JOB DESCRIPTION
APosition Overview
Position Title
Manager - Risk Management
Department
Risk Management
Grade
401 / Manager
Role Summary :
For Data Scientist role
- . Build and execute machine learning models to solve given business problems.
- . Track & monitor new and existing models as per best practices as used in the industry and technical spheres.
- . Finetune models in production.
- . Perform Business Analysis to discover hidden patterns and trends to answer business questions.
- . Track & Monitor business impact of the machine learning models and data solutions deployed to solve the business problems.
- . Modify, change, or make additions to the model as desired by the client-side stakeholders
For Data Engineering role :
. API development for model implementation. Development of feature library. Integration with various databases for data fetch. Testing of API, feature library and integration pointsBOrganizational Relationships
Reports To
Vice President RMO
Supervises
All departments
CJob Dimensions
Geographic Area Covered
Across India
Stakeholders Internal
All Departments
External
DKey Result Areas
Build AI / ML models
. Build and execute machine learning models to solve given business problems.Deploy ML models
. The main objective of these models will be to help reduce mortality and / or persistency risks. Perform Business Analysis to discover hidden patterns and trends in mortality and persistency.. Track & Monitor business impact of the machine learning models and data solutions deployed to solve the risk problems.. API development for model implementation. Development of feature library. Integration with various databases for data fetch. Testing of API, feature library and integration pointsDevelop a risk model management system
. Develop a model risk management systemPublish reports
. Publish periodic reports on model performance and risk.ESkills Required
Technical
Expert knowledge of Python and Data Science
Behavioral .
Essential
Desired
Interpersonal skills
Communication skills
Creative thinking skills
Supervising / Leadership skills
Teamwork Skills
Influencing skills
Relationship Building skills
Decision making skills
FIncumbent Characteristics
Essential
Desired
Qualification
Bachelors Degree (preferably Statistics, Mathematics, Engineering, Physics, Economics)
Masters in Statistics, Mathematics, Physics, Engineering, Data Science
Experience
Minimum 4 years of experience of building and deploying AI / ML models on Cloud
Successful record of delivering / deploying AI / ML models using Python
Skills Required
Data Science, Python, Api Development, Machine Learning