Job Location: Pune

Roles & Responsibilities:

• Lead building of advanced Data Science/Machine Learning models to create significant business impact.
• Responsible for developing all aspects of data mining, predictive analytic, solution development.
• In depth knowledge of Machine Learning algorithms for NLP, Forecasting, Prediction and Analytics
• Strong understanding in areas of traditional statistical analysis, Bayesian modeling, traditional ML, Deep Learning, RL and optimization
• Build strong understanding of traditional statistical analysis, Bayesian modeling, traditional ML and optimization through self-study, project exposure and guidance of senior team members.
• Maintain robust documentation including all steps of model objective, development, algorithm, validation, implementation, etc.
• Rich experience in at least one production ready deployment of Machine Learning algorithms is a plus.

Requirements

• Degree in computer science, Mathematics, Statistics or Engineering from a premier institution
• Minimum experience of 3-5 years in data science and analytics (preferably with a US consumer lending or Credit Card company)
• Good Experience in working with Credit Bureau data, Feature Creation and Risk Modeling (at least 2 years)
• Working proficiency in effective use of analytics software (R, Python, SQL) and technology tools, especially related to analytics, data and modeling.
• Engage with business and product teams on the problem formulation and create solution framework
• Good understanding of statistics and probabilistic methods.
• Fully comfortable working in a hybrid (virtual and face-to-face) environment.

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