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The Data Science Team at Acerta is responsible for developing and refining machine learning algorithms to enhance the company's SaaS platform in detecting malfunctions and predicting failures in real-time. They collaborate closely to analyze data, build predictive models, and ensure the effective integration of these solutions into the platform, ultimately driving product innovation and improving customer outcomes.