Data Scientist - Forecasting
仕事内容
A Data Scientist at Sony Interactive Entertainment develops machine learning models and extracts insights from large behavioural data sets to enhance user experiences. They translate complex business problems into effective modelling solutions, collaborating with cross-functional teams including engineering and product managers. Their responsibilities include developing predictions for churn, purchase propensity, and lifetime value, while ensuring models are scalable and aligned with business objectives. The ideal candidate possesses strong skills in Python, SQL, and machine learning techniques, with experience in handling extensive datasets, and demonstrates excellent communication abilities. Continuous learning of advanced methodologies such as deep learning and sequence models is encouraged to address complex challenges. Technical expertise, analytical thinking, and collaborative skills are essential for success in this dynamic environment.
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