Lead Data Scientist (Foco em Sust)

Аналитика рынка

Стек

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Описание

Accountabilities: - Lead the technical support, maintenance, evolution, and reliability of Data Science, Machine Learning, and AI products. - Ensure the availability, performance, scalability, security, and operational continuity of production models, machine learning pipelines, and analytical applications. - Oversee the operational management of the AI and analytics model portfolio, ensuring compliance with service-level agreements (SLAs), timely incident resolution, and continuous improvement. - Provide technical leadership to teams responsible for supporting and evolving data and AI products, establishing priorities, technical direction, and quality standards. - Serve as a technical reference for Data Science, Machine Learning Engineering, and MLOps teams, promoting operational excellence and consistent engineering practices. - Establish and enhance monitoring and observability capabilities for data, models, pipelines, and inference services to detect risks, performance degradation, and operational issues proactively. - Maintain model quality, relevance, and performance through monitoring, validation, retraining, and effective lifecycle governance. - Prioritize and negotiate requests across relevant teams, balancing stakeholder expectations, risks, deadlines, and business value. - Act as a liaison between business areas, technical teams, and external providers, ensuring effective communication, alignment, and data-driven decision-making. - Drive technological improvements

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