Dimiour - Senior Data Scientist - POS Modeling

JOB DESCRIPTION : We are looking for individuals to support the development of our propriety in-house POS modeling solution called IRIS. Domain experience in one or more of the following areas would be helpful : - Advanced marketing measurement - Revenue growth management and optimization - Point-Of-Sale Modeling preferred Responsibilities : - Build Proof-of-Concept data science models: acquire, cleanse, and harmonize data, analyze, and identify appropriate algorithms, build models that are interpretable, explainable, and sustainable at scale and meets the business needs - Collaborate with Enterprise AI/ML teams and DTS Delivery teams to scale proven high value - Proof-of-Concept models where enterprise certified products are required Critical Technical Skills : - 8 to 10 years of experience with hands-on involvement in data science projects (experience in CPG/Retail, Digital Marketing, e-Commerce, or Revenue Management preferred) - A bachelor's degree in a quantitative field (e.g., Engineering, Computer Science, Statistics, Economics, or Mathematics) - An advanced degree in a quantitative field is preferred - Proficiency in SQL and one other programming language (e.g., R, Python, C++, Minitab, SAS, Matlab, VBA - knowledge of optimization engines such as Gurobi is a plus) - Proficiency in any data visualization software (e.g., Power BI, Tableau, Qlik, D3, Shiny) - Demonstrated experience in machine learning and mathematical optimization methods (e.g. multivariate regression, feature engineering, random forests, XGBoost, elastic nets, hierarchical bayesian regression, unsupervised learning, clustering/segmentation, linear optimization, mixed integer programming etc.) - Specific experience in Bayesian regression, Hierarchical linear regression, clustering/segmentation, and unsupervised learning would be a preferred (ref:hirist.tech)

Location: Bangalore, IN

Posted Date: 4/29/2024