I disagree. I learned the structure of TCP frame in college and that's the last time I've looked at one. 99% of my job is at layer 7. Understanding bits like TLS handshake and http headers is plenty.
And now you’re here handing out authoritative and contextual advice on what to study. Like it or not, you’re still using what you learned. A merely superficial awareness wouldn’t suffice.