Category: Uncategorized
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When Companies Actually Need AI Teams (And When They Don’t)
Most companies building AI teams in 2025 are making a $500K mistake. They’re hiring data scientists and ML engineers because their competitors are doing it, or because their board asked about “our AI strategy” or because it feels like the thing you’re supposed to do. Unfortunately, the majority of companies building AI teams don’t actually…
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When to Hire Your First Data Engineer
The $175K Question Every Founder Asks Too Late You’ve been running SQL queries yourself for six months. Or maybe your backend engineer has been “handling the data stuff” between feature releases. The data team conversation keeps coming up in leadership meetings, but nobody wants to pull the trigger on a $175K+ hire. Most companies hire…