I:

• got a job writing production code
• graduated with a bachelors
• just got another job writing production code

In the span of a year.

I think being involved in multi-person DL projects/competitions/papers to put on your resume, and having good interviewing skills is genuinely more important than knowing the latest and greatest models and algorithms. It’s the same as the rest of the SWE field.