And, yet, all three jobs I've had in the last 25 years (including one in 2001), I landed because I knew someone senior at the company pretty well. Not strictly engineering but tech and tech ecosystem companies. Was that lucky and atypical? Perhaps. But those were my experiences.
The last job I got through "normal" channels was from a campus interview at grad school.