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by wvxf 100 days ago
I know a lot of people working across portfolio management and tax accounting. Nobody I know of is using LLMs much and frankly their management has started to back-off pushing it more in the workplace.

LLMs suit some jobs more than others. Its quite possible SWE's are the only profession massively affected - whether that means a evolution of the role or decline/death is another question.

1 comments

> I know a lot of people working across portfolio management and tax accounting. Nobody I know of is using LLMs much and frankly their management has started to back-off pushing it more in the workplace.

I could say the same thing for software engineers I know as recently as the middle of last year, things can change very quickly.

Up until about December 2025 the fact that LLMs would replace us all (SWEs) was the punchline to a joke for most working developers I know. But most of the ones I know aren't laughing anymore, unless its a nervous laugh.

LLMs may (likely will) disrupt software developers first, but I don't think we are particularly unique and I don't see any reason why the same risks won't spread to virtually all knowledge work, especially if executives in those fields see a significant amount of SWEs being replaced by LLMs as an initial test case.

There are still a few quantum leaps needed. I have had great results with Opus 4.6, in particular in green field. But it behaved real messy in some professional real life projects. It seems you also need to tell it very specifics things some times but for that you need to do a software developer in the first place.

We'll see.

LLMs certainly aren't ready to replace all software developers yet.

They may never reach that point.

But even if they never get good enough to replace all software developers, they can still cause massive job losses by allowing companies to do the same work with far fewer developers.

Why would they do the same amount of work with fewer devs when they could also get much more done with the same amount of developers?
Sorry man. This feels like you are hoping SWE alone isn’t affected.

Unfortunately the workflow of a software engineer has been to do things like asking questions on stack overflow to do their job - to use digital resources scattered across the web - to show examples of code freely across the web.

The workflow of an accountant, portfolio manager etc has nothing to do with accessing and using the web in the same manner. If you did their jobs you’d know this, but you don’t. Right?

Is it really a surprise? Nope. Thankfully writing code isn't enough. So your job is still somewhat safe for now.

Tax and accounting is rule based reporting. With formal authorities and openly available rulesets on right and wrong. There’s judgement in it, but that’s even less true than in development. Maybe someone makes the case that there’s art and ergonomics in it too, but not more than swe.

Professional accreditation and responsibility is its only real moat. And those are “yeah but!” issues we hand-wave in discussions around swe too.

Otherwise those are more vulnerable.