Bachelor’s degree with at least five years of relevant experience, or a Master’s degree with at least three years of experience in data science, analytics, research, or a related field Strong programming experience, particularly with SQL and Python, including API integrations, authentication, pagination, and JSON data handling Hands-on experience with large-scale data processing and storage technologies such as Hadoop, Hive, Presto, and Spark Proven experience with data visualization and dashboarding tools, such as Apache Superset, Looker Studio, or similar platforms Solid working knowledge of collaborative tools, including Google Workspace and advanced spreadsheet usage Familiarity with ethical data practices, privacy considerations, and responsible data management