@eudtoxic
Are they still hiring only in certain US cities? It’s highly unlikely they’ll find the outstanding talent they want if they don’t hire globally
72.22% support, 13.89% confront. Tweet: AI (Claude Code) amplifies top software engineers' productivity, driving higher pay and demand for adopters in tech.
They are paying this much for standout software engineers - who can generate better software, faster, using Claude Code vs “just” avg sw engineers (who do OK with it.) AI amplifies existing ability, and the best in any indusrty (who learn to use these tools) are in more demand
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What the community is saying — both sides
top engineers get a much bigger productivity boost than mediocre ones, so the performance gap is widening.
sales and GTM are boosted too — AI multiplies top performers’ impact but doesn’t replace elite sellers or engineers.
companies pay for knowing when AI is wrong — constraint design, failure-mode anticipation and system architecture are the premium capabilities.
highly AI-productive engineers will command much higher pay, firms may restructure, and hiring globally becomes necessary to find top talent.
tools make it easier to identify who’s genuinely excellent and who has been coasting.
AI doesn’t fix sloppy architecture — it accelerates engineers who already know what to verify and can amplify poor practices if judgment is weak.
tools like Claude Code can close ~80% of the gap to a small team, but the final ~20% — taste, judgment, and product decisions — remains human; the big question is what happens when that multiplier becomes ubiquitous.
and for running infra at a scale only a handful of firms touch.
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; otherwise you just ship bugs at 10x speed.
prioritizing quick, working-looking outputs rather than long-term correctness and maintainability.
the claim doesn’t match how teams actually operate and is being questioned by practitioners.
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Are they still hiring only in certain US cities? It’s highly unlikely they’ll find the outstanding talent they want if they don’t hire globally
oh, so AI can’t replace good devs, huh?
I feel a big reset is coming. SWEs that are highly more productive with AI will be paid a lot more. Does Big Tech feel it's easier to lay off people for this readjustment, or not, is the big question.
Frontier lab eng pay isn't an amplification story. The rare skill they need is finding where Claude's reasoning breaks before it ships, and running infra at a scale maybe 5 firms in the world touch. Most teams using Claude Code never face either problem.
Who went on video and said software engineering was dead?
counterpoint: Claude Code only amplifies you if you actually know what the output is supposed to look like, otherwise you just ship bugs at 10x speed 💀
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