Typically 5+ years
Strong knowledge of statistical analysis, machine learning, predictive modeling, and data science methodologies.
Proficiency in Python and SQL, with experience using machine learning and analytics tools and libraries.
Experience developing, deploying, and monitoring analytical models and data science solutions.
Ability to work with large, complex datasets using cloud-based and modern data platforms
Experience conducting experimentation, model validation, and performance measurement.
Knowledge of data governance, privacy, security, and responsible AI practices.
Experience with data visualization and reporting tools such as Tableau, Power BI, or similar platforms.