[xenihn]

I'm going to pick an arbitrary number here that's loosely based on top 100 tech companies by market cap.

If you are working for a company that employs at least 1000 full-time engineers, I think you should consider joining a team where every project involves AI in some way, if you aren't already on one. Whether its owning AI tooling, or developing client features that use AI directly, or even just prototyping AI concepts that never launch. The safest roles like research and directly working on the models are out of reach for most people due to competition and position scarcity, but that's ok. There are so many positions downstream from those. The key thing to look for is to be in a position where your AI features can actually turn a profit, which might be rare, but not as difficult to get as an upstream role. But its still fine to be in a role that isn't profitable.

I think AI-adjacent roles will either be the first or last fulltime SWE jobs to go during the next tech downturn, which I don't think we are in yet. I am betting on the latter, because I think corporations will continue to reroute more and more funding towards AI all the way down. Even if the current AI cycle ends up as a failure, we are already in the sunk cost stages of commitment. There is no turning back without anything short of a total collapse.

[supertrope]

Sounds like the long term trend of companies hollowing themselves out by prioritizing sales and cutting “cost center” activities like engineering the product, manufacturing, support, R&D, and the overhead in running a company.