The 4 Phases of Data Science Consulting Projects

A retrospective

Ray Heberer
The Startup
Published in
5 min readOct 30, 2020

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Photo by Austin Distel on Unsplash

In some work categorization frameworks, jobs are placed into quadrants depending on whether they are routine or nonroutine, and cognitive or manual. Data science can be a rewarding and stimulating career path due to its nature as a nonroutine cognitive discipline. However, the way that demands and problems change throughout the course of projects can lead…

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Ray Heberer
The Startup

Data Scientist at Proximate Research. A little interested in a lot of things, a lot interested in a little.