A Data Scientist applies statistical analysis, machine learning, and data modeling techniques to uncover actionable insights.
Key Responsibilities:
️ Identify business problems and design data-driven solutions
️ Collect, process, and clean large datasets for modeling
️ Build predictive and prescriptive models using ML algorithms
️ Analyze data trends and patterns to influence strategy
️ Use Python, R, and SQL for data analysis and manipulation
️ Design dashboards and visualizations using Power BI or Tableau
️ Collaborate with cross-functional teams to integrate findings
️ Ensure data integrity and governance throughout the process
️ Develop NLP and computer vision models for advanced analytics
️ Evaluate model accuracy and update based on performance
️ Present insights to stakeholders in non-technical language
️ Implement solutions that improve operational efficiency
️ Apply AI ethics and bias reduction practices
️ Document methodologies, models, and outcomes
️ Contribute to research papers and internal data science initiatives
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