Develop machine learning models ( Logistic Regression, Linear Regression , Decision Trees and Timeseries)
Perform model development proof of concept, research model methodology, explore internal & external data sources, design model development data, and develop preliminary model
Deliver model performance reports to Model Risk Management (MRM), regulators, senior business leaders, and other stakeholders regarding the health of the Bank’s internal commercial scorecard models
Conduct extensive data research to investigate potential reporting anomalies or support new analytical capabilities
Collaborate with peers in the development of new reporting and analytics as required by MRM or partner groups
Identify and resolve process improvement opportunities across the team
Liaise with technology groups on data infrastructure enhancements
Develop knowledge capital and presentations to facilitate awareness of analytical processes
Education*
NA
Experience Range*
7 - 9 Years
Foundational Skills*
Python (Primary)
Machine Learning( Primary)
SQL( Secondary)
Excel
LaTeX
Advanced knowledge of Python programming in order to develop models and analyze large datasets efficiently
Good understanding of machine learning concepts
Strong communication and project management skills in order to collaborate with other groups such as Model Development, MRM, and Business/Technology teams on various data analytics efforts
Intermediate SQl/SAS knowledge throughout the data lifecycle (e.g. data sourcing, aggregation, transformation, analysis, reporting) for assisting with the team’s code migration from SAS to Python
Knowledge of good data management principles in order to further build out the team’s capabilities, including implementation of data quality checks, technology enhancements, and validation reports
Familiarity with general regulatory reporting processes and timelines (e.g. requirement gathering and approval, data execution, report compilation, submission and review)
Ability to dedicate significant overtime on a quarterly basis to ensure that ongoing monitoring reports and related deliverables are submitted within deadlines
Desired Skills*
Prior work experience in financial services industry
Experience with machine learning
Strong independent self-driven professional
Strong analytical and problem-solving skills
Work Timings*
11.30 AM to 8.30 PM IST (Need to flexible as per business need)