I'm only half way through the paper but it looks like from their numbers junior level software engineering employment has returned to 2021 levels and is declining towards perhaps 2019 levels. I can't help but wonder if they have made a mistake in controlling for the hiring boom around the pandemic shift to eCommerce. It looks like they tried to eliminate factors like that, but I'm not deep enough into the study yet.