Developing predictive credit scoring algorithm for Small and Medium Enterprise (SME) businesses using macro-economic and sector variables. Also develop customer segmentation, campaign design and evaluation for SME businesses and other decision support algorithms.
Designation – Decision Scientist – CRM Analytics
Location – Bangalore
About employer– Antuit
Lead the development of predictive credit profiling/ credit scoring of Small & Medium Enterprises in Japan using financial data, referential credit history, historical sector indices and other government and Macro Economic data. Also lead the development of B2B Customer segmentation, Targeting and Campaign ROI practices
Qualification and Skills Required
- CRM Modeling expertise- propensity, survival analysis, decision trees, time series techniques.
- Any experience in Bayesian probabilistic techniques will be valued. Should have worked on Credit history data/ developed credit scoring algorithms.
- Hands on with tools like Base SAS/ R etc.
- Masters in Decision Sciences with 5-7 years in decision sciences, credit scoring experience and modeling experience on CRM/ macro datasets.
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