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Understand business requirements and translate them into data-driven solutions that solve business problems Collect, process, and analyze large datasets using statistical methods and machine learning algorithms to extract insights and identify patterns Develop predictive models and algorithms to forecast business outcomes and improve decision-making Identify and implement data visualization techniques to communicate insights and findings to business stakeholders Work with IT teams to implement data pipelines, data warehouses, and data lakes to support analytics use cases Collaborate with business stakeholders to identify opportunities for analytics-driven innovation and improvement Stay up-to-date with the latest tools and technologies in data science and analytics
Understand business requirements and translate them into data-driven solutions that solve business problems, such as using machine learning algorithms to optimize inventory management.
Collect, process, and analyze large datasets using statistical methods and machine learning algorithms to extract insights and identify patterns, such as using clustering algorithms to segment customers.
Develop predictive models and algorithms to forecast business outcomes and improve decision-making, such as developing a sales forecasting model using time-series analysis.
Identify and implement data visualization techniques to communicate insights and findings to business stakeholders, such as creating interactive dashboards using Tableau or Power BI.
Work with IT teams to implement data pipelines, data warehouses, and data lakes to support analytics use cases, such as setting up a data lake on AWS using S3 and Glue.
Collaborate with business stakeholders to identify opportunities for analytics-driven innovation and improvement, such as identifying potential use cases for natural language processing in customer service.
Stay up-to-date with the latest tools and technologies in data science and analytics, such as learning new machine learning algorithms or experimenting with new visualization tools.
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