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Al Futtaim Private Company (LLC) is recruiting a senior data scientist to design, develop and deploy advanced demand forecasting and pricing models. You will leverage ARIMA, XGBoost and LSTM, and use GenAI to simulate future demand scenarios and improve accuracy.
Role emphasizes collaboration with marketing, product and sales, and applying MLOps for scalable deployment on cloud platforms such as Azure or GCP, enabling real-time monitoring and governance across environments.
Design develop and deploy demand forecasting models using traditional and machine learning techniques like ARIMA XGBoost and LSTM Leverage Generative AI GenAI to enhance demand forecasting accuracy by simulating future demand scenarios and improving model predictions Implement dynamic pricing models using advanced algorithms to optimize pricing strategies based on demand predictions inventory levels and competitor data Analyze customer behavior by applying clustering algorithms and predicting customer lifetime value CLV with machine learning models to drive personalized pricing strategies Monitor evaluate and fine-tune model performance using metrics such as MAE RMSE and Precision Recall continuously improving model accuracy and robustness Apply MLOps practices including version control model deployment pipelines and automated testing to ensure seamless integration monitoring and scaling of models across environments Collaborate with cross-functional teams including marketing product and sales to ensure alignment between forecasting models and business objectives Deploy and scale forecasting and pricing models on Azure cloud platform leveraging CI CD pipelines and model monitoring tools for real-time performance tracking and proactive issue resolution Advanced machine learning model development and optimization skills.Expertise in Generative AI techniques for demand forecasting.Proficiency in MLOps practices and model deployment pipelines.Strong communication and collaboration abilities with cross-functional teams.