The article feels like a variation of survivor bias to me. I think his friend was right and the author got ‘lucky’ to land a role in a successful company. He could easily have landed in another toxic or stale company.
Alternatively, you could probably find another story about an engineer who left a similar situation and founded a unicorn company, so in comparison, would this author have ‘failed’ because he didn’t go down that road?