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Mark Freeman, Senior Data Scientist at Humu, joins Jon Krohn to talk about all things data engineering and offers listeners some critical tips for their data science career journey \u2013 from what it takes to get promoted to his number one tip for getting hired at a fast-growing capital-backed startup.\n\nIn this episode you will learn:\n\nHow Humu leverages data and machine learning to improve workplace behaviors [10:38]\n\nWhat is data engineering? [14:21]\n\nWhat it takes to get promoted into more senior data science roles [20:55]\n\nThe differences between junior, senior, and staff data scientists [30:21]\n\nMark\u2019s top tools for data extraction, modeling, and pipeline engineering [37:08]\n\nMark\u2019s number one tip for getting hired at a fast-growing venture capital-backed startup [53:10]\n\nWhy all data scientists should be interested in Web3 [1:11:53]\n\n\nAdditional materials: www.superdatascience.com/587