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Key skills: Proficiency in analytics tools like Spark and SQL, knowledge of statistical and machine learning methods, and experience with data visualization tools such as Tableau or PowerBI. CitizenDataScientist: Uses existing analytics tools but may lack formal training and earn a salary more aligned with general activities.
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