Scaling An ML Team (0–10 People)

You have to think about how to create the right team structure to make ML projects successful. Here’s some lessons drawn from our own experiences of building and scaling ML teams.

The recommendations in this post are not shocking, but I've never actually seen a post that presents quite as well-structured, grounded-in-practical-reality advice on building an ML team from scratch. It's super super different than the roadmap for building an internal analytics team from scratch! What I found particularly interesting is just how cross-functional the ideal 10-person team is.


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