The universe of “Data Science” roles demystified

The Universe of “Data Science” Roles

Data Scientist vs. Data Analyst vs. Data Engineer vs. ML Engineer vs. MLOps Engineer vs. [insert your fancy role title here]…

Visual overview of core & supporting roles across the data science lifecycle — image by author

Let me start this blog by clarifying that I do not consider myself a data scientist nor a technical expert, but I have gained a pragmatic perspective on the various roles in this space through my experiences …

data data analyst data engineering data science data scientist machine learning roles science universe