52. Raw Data Clean Data
ModelData Product
Source: Educating the Next Generation of Data Scientists.
Data Science Data Lifecycle
53. Data Engineers
Raw Data Clean Data
ModelData Product
Data Analysts
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Product Managers
Adapted from: 資料科學團隊⼈人才培育分享 ─ 以 DSP 為例
Data Science Professional Roles