When: Once you start needing more sophisticated analyses and deeper insights for your campaigns and overall marketing efforts.
Hire a data scientist with advanced data analysis skills to build custom analytics frameworks. They should support the team with in-depth analytics, manage attribution models, and create reports to support campaign optimizations.
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