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Senior Data Scientist
Job Description Roles & Responsibilities 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. Desired Candidate Profile 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. What Qualifies You For The Role: Master's degree in Statistics, Data Science, Machine Learning, Mathematics, Computer Science, or a related quantitative field. 10+ years of experience in data science, with at least 5+ years focused on demand forecasting, price optimization, and customer analytics. Strong hands-on experience with ARIMA, XGBoost, LSTM, and OR models. Proficiency in Python, SQL, Databricks, and cloud platforms (Azure, GCP). Employment Type Full Time Company Industry IT - Software Services Department / Functional Area IT Software Keywords Research ScientistA/B TestingBig DataAnalytics DirectorAdvanced Analytics LeadMachine LearningPrincipal Data ScientistDeep LearningSQLAI ScientistRData Science ManagerSenior AI EngineerStatistical Modeling Get real-time job updates only on our App
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- CompanyAl Futtaim Private Company (LLC)
- LocationDubai, UAE
- CategoryData
- SourceNaukrigulf
- Listed1 month ago
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