Our reading notes

How to Structure a Data Science Team

An overview of data-science roles and organizational models, useful when deciding where specialists should sit and how they connect to product teams.

What to look for

  1. 01

    Compare centralized expertise with work embedded in business teams.

  2. 02

    Make collaboration and ownership explicit rather than beginning with job titles.

Keep in mind

A consultancy overview with historical examples and technology references. Use the organizational questions rather than treating vendor comparisons as current.

Put it to work

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Draw who owns data access, problem selection, model evaluation, and deployment for one proposed project.

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Notes and exercises by Awesome CTO. The original work belongs to AltexSoft editorial team.

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