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The Machine Learning Engineer role at Capgemini involves designing, developing, and deploying machine learning models to help leading organizations leverage technology for sustainable and inclusive growth. The position requires extensive experience in machine learning, data analysis, and model deployment, with a focus on utilizing advanced tools and techniques to enhance data-driven decision-making.