Bangalore, Karnataka, India Post Date: May 9, 2023 Full Time
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Job Description
Responsibilities:
Build ML models & amp; credit strategy for the life cycle of consumer lending -
Underwriting/RCM/Collections for our lending products e. g., Personal Loan
Setup scalable, efficient, automated processes for model development, validation, implementation & amp; Monitoring
Provide actionable data-driven recommendations to stakeholders' business questions
Perform ad hoc analysis for business teams, and leadership and help them build business cases and models to quantify new opportunities, using data and business judgment.
Liaison with the tech team to build fully automated best fintech products. Role
Build ML models & amp; credit strategy for the life cycle of consumer lending -
Underwriting/RCM/Collections for our lending products e. g., Personal Loan
Setup scalable, efficient, automated processes for model development, validation, implementation & amp; monitoring
Provide actionable data-driven recommendations to stakeholders' business questions
Perform ad hoc analysis for business teams, and leadership and help them build business cases and models to quantify new opportunities, using data and business judgment.
Liaison with the tech team to build fully automated best fintech products.
Requirements:
Understanding of Data Science lifecycle
Good exposure to Supervised (e. g., logistic, tree-based models) and
Unsupervised Modelling techniques.
Strong background in statistical concepts (Descriptive & amp; Inferential Statistics)
Proficiency in Python with respect to Data Science - sci-kit-learn, jupyter notebook.
Proficiency in relational databases - MySQL or PostgreSQL
Excellent critical thinking skills, combined with the ability to present your beliefs clearly, compellingly verbally, and in written form.