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AI/ML Product Dream Team: Part I

AI/ML Product Dream Team: Part I

Get familiar with the roles in the AI/ML product dream team.

Building a dynamic AI product team

In this section, we will be spending some time understanding the various roles that will empower our AI product team to maximize success. We’ll also be grouping these functions across the stages we outlined in the preceding sections so that we can get a sense of when these roles come into play. Note that not all these roles will be necessary in our organization. Every organization is different and will have different needs. Use our discretion when building our AI teams. We may include other stakeholders in our AI program, but the following is a relatively complete list of the main stakeholders we will want to include in our hiring process as our AI/ML product team grows.

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We’ll now look at a cumulative list of roles that will likely apply to our ideal AI dream team. We have listed the roles in order of common appearance.

AI product manager

Here, we start on our journey of creating a dream team. All organizations are different. Some won’t hire PMs until they’re further along with building an MVP. Others might hire founding PMs. Others might already be mature organizations and are just ready to launch their first AI product. No matter where our organization lies, we will eventually need all ...