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  1. Home
  2. /Discussion
  3. /AI isn't replacing jobs. AI spending is
  1. Home
  2. /Discussion
  3. /AI isn't replacing jobs. AI spending is
Last activity 15 days agoPosted Nov 9, 2025 at 10:30 AM EST

AI Isn't Replacing Jobs. AI Spending Is

felineflock
700 points
562 comments

Mood

heated

Sentiment

negative

Category

other

Key topics

AI
Job Market
Automation
Tech Industry
Debate intensity85/100

The article argues that AI spending, rather than AI itself, is replacing jobs, sparking a heated discussion among commenters about the impact of AI on employment and the true reasons behind layoffs.

Snapshot generated from the HN discussion

Discussion Activity

Very active discussion

First comment

36m

Peak period

155

Day 1

Avg / period

53.3

Comment distribution160 data points
Loading chart...

Based on 160 loaded comments

Key moments

  1. 01Story posted

    Nov 9, 2025 at 10:30 AM EST

    18 days ago

    Step 01
  2. 02First comment

    Nov 9, 2025 at 11:06 AM EST

    36m after posting

    Step 02
  3. 03Peak activity

    155 comments in Day 1

    Hottest window of the conversation

    Step 03
  4. 04Latest activity

    Nov 11, 2025 at 7:09 PM EST

    15 days ago

    Step 04

Generating AI Summary...

Analyzing up to 500 comments to identify key contributors and discussion patterns

Discussion (562 comments)
Showing 160 comments of 562
laweijfmvo
18 days ago
4 replies
wait until the GPUs and data centers start getting written off for being obsolete in a couple years when we still have nothin but fancy auto complete.
FjordWarden
17 days ago
1 reply
Imagine if you spent those years building something else.
reeredfdfdf
17 days ago
Yes, like renewable energy infrastructure (which China does, and would be highly useful anyway in case generative AI does live up to its promise).

Even if generative AI lives up to its hype, with current US administration there's no way America is going to lead the race for long. There's just not enough energy available, when those in power oppose developing many of the energy projects that make most economical sense.

epicureanideal
17 days ago
4 replies
Probably could be repurposed for something else though?
throw-52
17 days ago
1 reply
The one truly hopeful aspect of a bubble-burst scenario is that extra capacity always finds a use-case, and in this case practically any other use-case would be both less harmful and more real.
coaksford
17 days ago
1 reply
Before the AI craze, all the GPUs were being bought up by cryptocurrency miners, and I'm not sure that's better. Even as an AI skeptic I think AI is a better use of all this hardware than cryptocurrency.
throw-52
17 days ago
You're right of course, I'm taking for granted that we've been there and done that. The question is, would we do it again and would that usage really be allowed to expand to soak up whole data centers? We might since I don't think a cynic has made a bad prediction in years..

IMO the most likely way to soak up the extra capacity is actually yet another iteration of AI rather than say, doing productive but boring work with any other techniques for curing disease or something. Still, a crash and a next iteration might be more likely to involve fresh ideas on architecture, or focus on smaller expert models that have less fake results and actually empower users. Right now I think there's a clear bias in research and execution. OFANG does want results, but also wants results that tech giants. Are subsymbolic techniques really the best techniques, or are they just the best at preserving the moat of big-data and big-compute?

laweijfmvo
17 days ago
what else could possibly use that much compute? especially somewhat specialized compute, not suited for general purpose compute?
n3t
17 days ago
You can already buy cheap but powerful old servers. But newer hardware tends to be more power efficient. So, depending on time horizon you consider, it might be cheaper to buy newer hardware.

Assuming that GPUs power efficiency will increase, the same will be true about them.

mrweasel
17 days ago
Mining crypto if we're unfortunate.
xandrius
17 days ago
1 reply
I'd be glad to take any sweet obsolete enterprise HW off them.
permalac
15 days ago
Electricity bill would be huge. Great heaters tho
tryauuum
17 days ago
interesting questions, how will this unroll

right now I see even old GPUs like V100 are still popular. Maybe the old GPUs will shift to the countries with cheap electricity?

dr_zoidberg
17 days ago
4 replies
A little bit off topic: but I couldn't even start to read the article because "I reached my article limit" out of I site I never visited before... What are they using to determine how many articles I've read?

Opening in a private window solved the issue, however I'm pretty sure I don't regularly read anything on this site (maybe never was an overstatement?).

lordgrenville
17 days ago
1 reply
Seems totally possible that the limit is 0...
dr_zoidberg
17 days ago
1 reply
Yes, the thought crossed my mind too... But then I tried a private window and it opened, so maybe the other suggestion that the cookies are very long lived is right.
frm88
17 days ago
1 reply
I clean my cookies after every session online and had the same problem, so maybe the limit really is 0 but the dev never actually considered people using private windows? Like you could bypass NYT paywalled by disabling Java Script?
likium
17 days ago
Nowadays platforms seem to track IP addresses and other signals to grant limits. Using a VPN works.
system2
17 days ago
Maybe their cookies are very long-term and you visited this site 6 months ago?
finghin
17 days ago
Exact same experience here.
fiatpandas
17 days ago
Shared public IP?
goalieca
17 days ago
2 replies
I can't read the article but that won't stop me from commenting..

This year alone something like 400B was spent on investing in chips, datacenters, electricity buildouts. That's 400B that could have otherwise been invested in people.

While i don't doubt that people will find a few solid business cases for LLMs, i am on team-bubble. I don't think this investment will add 400B worth of value and I very much doubt that this 400B is any good for future growth or long-term aspirations of AGI. Investing 400B into people and (tech) manufacturing would be a solid long-term bet with benefits.

darth_avocado
17 days ago
2 replies
Bah, all of that is still employing people. Companies have completed almost $1T of stock buybacks this year. Since 2018, with the exception of 2020, that number has been between $800B and $1T every single year. And that number has been more than $500B since the 2008 recession. AI spend is bad but it’s not even close to how much stock buybacks have ruined the employee wages and employment prospects.
terminalshort
17 days ago
1 reply
You think the companies are just going to give you the money if they don't do buybacks?
darth_avocado
17 days ago
1 reply
No but the point I was making was that AI investments at least generate jobs and allow money to flow to people, stock buybacks don’t even do that and are much bigger in magnitude.
bigbadfeline
17 days ago
> that AI investments at least generate jobs

Nobody said they don't, but these are very few highly payed jobs dwarfed by the number of lost jobs due to capital misallocation. That's the point of the OP which for some reason got lost in discussions of unrelated issues like outsourcing.

Besides, a lot of the AI investments go to Taiwan and other Asian countries where all of the AI hardware is made which makes non-AI hardware more expensive too - a huge cost on the economy. The recent Taiwanese factories in the US don't change that.

danny_codes
17 days ago
It’s mildly infuriating that we keep cutting corporate tax rates and using debt to finance public spending instead. That trillion dollars of buybacks would balance the budget with likely minimal impact on GDP (I mean clearly these companies don’t need the money).
jbreckmckye
17 days ago
1 reply
Imagine if 10% of that money had been spent just training young people, or on a new cohort of PhDs. Imagine what benefits we would have reaped in a decade's time.
mrweasel
17 days ago
With $400B you should be able to do pretty much anything you set your mind on. Want to do to Mars, not a problem. End world hunger, $400B will do that in about ten years. You can do ANYTHING with $400B, yet OpenAI want's to sell erotic chats and show you ads?

I'm not saying that LLMs and the current AIs aren't useful, but they aren't worth even close to $400B. Some of the progress, especially in the medical field, is amazing, but the spending is completely out of proportion with the gains. It only works because right now people like Sam Altman has sold people with money on the idea and now they have to continue to peddle their sneak oil, hoping that the money won't dry up.

pants2
17 days ago
7 replies
That's an interesting point that I haven't considered before: that the narrative of AI replacing jobs plus the widespread cheating in school using LLMs is making students less engaged and new graduates less employable, becoming a self-fulfilling prophecy for AI.
philipov
17 days ago
1 reply
They told us TV would rot our brains, but AI actually does.
andrei_says_
17 days ago
Or maybe TV also does and the baseline has already shifted into the state of that rot.
MangoToupe
17 days ago
1 reply
Surely this would be indicated by a glut of unfilled job postings.
a24j
17 days ago
1 reply
Here: https://www.npr.org/2025/11/02/nx-s1-5591302/ghost-jobs-are-...
MangoToupe
17 days ago
1 reply
I don't see the relation. A "ghost job posting" is not evidence of recent graduates failing to meet the requirements of the past; it is a job posting an employer has no intention of filling to begin with.
a24j
17 days ago
1 reply
You said:

> Surely this would be indicated by a glut of unfilled job postings.

I posted a link about Ghost jobs. Then, you said:

>[...]it is a job posting an employer has no intention of filling to begin with.

GP' comment speaks to recent graduates feeling less engaged. Whether it's because they fail to meet the requirements, or the requirements are literally fake doesn't matter. AI isn't used simply to cheat on coursework, but also to erect a de facto glass ceiling viz fake jobs with fake requirements, engagement suffers.

MangoToupe
17 days ago
1 reply
I still don't understand the connection—you can't measure level of competency this way.
a24j
17 days ago
1 reply
A labor pool's competence drops, especially at the lower/entry-level end, when educational achievement for the labor drops.

To illustrate with reductive absurdity: If every CS student in the market used AI to do all of their coursework, and got a degree still -- that would, among other things, likely reduce appetite on the hiring side.

MangoToupe
16 days ago
Right, but there's no way of actually measuring whether or not there's a drop in competency if the earnest job postings aren't there to begin with. I.e. there's no way to test your hypothesis.
simonw
17 days ago
2 replies
This is one of the aspects of AI ethics that I don't think gets nearly enough attention: the general psychological effect that information about AI has on people, regardless of their interactions with the tools themselves.

Students getting lazy, or dropping out of subjects entirely because they don't think they have a future in them.

Depression and a general feeling of despair. I see this in programming communities quite a bit - people who see LLMs as an existential threat to their careers and that they have wasted their lives getting good at something which is now being devalued.

"ChatGPT psychosis" - where people talk to LLMs and have unhealthy thought patterns reinforced by them to disastrous ends - gets a ton of coverage. But what about these milder but still meaningful effects where the very existence of AI disrupts people's future plans and self-worth even if they're not using it at all?

boulos
17 days ago
1 reply
Btw, the recent Conversations with Tyler had a few minutes on this topic with Sam:

https://podcasts.apple.com/us/podcast/conversations-with-tyl...

It was a bit towards the end, I think.

azemetre
17 days ago
Why should I listen to the snake oil peddler? Finding real neutral critiques isn't hard.
captainkrtek
17 days ago
2 replies
It makes more sense through the lens of advancing the short / medium term interests of corporations under the guise of “helping people”.

When we’re all brain rotted and unemployed, how will we spend money on corporations? Its a spiral.

joquarky
17 days ago
I keep remembering this clip in these discussions:

> I went through this Ford engine plant about three years ago, when they first opened it.

> There are acres and acres of machines, and here and there you will find a worker standing at a master switchboard, just watching, green and yellow lights blinking off and on, which tell the worker what is happening in the machine.

> One of the management people, with a slightly gleeful tone in his voice said to me, “How are you going to collect union dues from all these machines?”

> And I replied, “You know, that is not what’s bothering me. I’m troubled by the problem of how to sell automobiles to these machines

- Walter Reuther, Nov. 1956

https://quoteinvestigator.com/2011/11/16/robots-buy-cars

askvictor
17 days ago
The short story "The Discrete Charm of the Turing Machine" by Greg Egan deals with this nicely. I won't give away the ending though.
BenGosub
17 days ago
It's like when we forgot all things that we can google, but on a much, much greater scale. For example, multiplication by heart. I think oral, in person examination should be used with students whenever possible, in order to deal with cheating.

If others are slacking, it's an opportunity to level up and stand out. Also, IMO there are market forces currently reshaping the jobs landscape, it's not only AI, I don't even think AI is the main driver.

dehrmann
17 days ago
There are two ways of reaching AGI: smarter AI and dumber humans.
_the_inflator
17 days ago
No one gets fired for tuning out of temporary tuning out of his smartphone or doing chores the classic way I guess. ;)

I use mobile services timeboxed and in conjunction with blockers for certain services. I also went back to use old-school pencils and paper for work whenever possible. It is helpful - and fun.

Blocking mobile internet on smartphones improves sustained attention, mental health, and subjective well-being: https://academic.oup.com/pnasnexus/article/4/2/pgaf017/80160...

Brain Drain: The Mere Presence of One’s Own Smartphone Reduces Available Cognitive Capacity: https://www.journals.uchicago.edu/doi/full/10.1086/691462

steve-atx-7600
17 days ago
In the span of like 2 yrs?
dahart
17 days ago
4 replies
If Amazon’s layoffs aren’t AI driven, and AWS is making more money than it’s spending on AI infra… how is Amazon evidence of AI spending replacing jobs? This is an interesting topic, but this particular article left me pretty unsatisfied, it feels like juxtaposing a bunch of barely related numbers with some very popular talking points, but no new information? It hints at “AI washing” without doing any digging at all, and cites the MIT study without noting that it’s getting a ton of legitimate criticism. Is AI really a sideshow or an excuse for layoffs that big companies were hoping to do anyway, is it taking the blame for low confidence in the economy?

https://www.futuriom.com/articles/news/why-we-dont-believe-m...

https://www.cnbc.com/2025/11/04/white-collar-layoffs-ai-cost...

diamond559
17 days ago
2 replies
AWS is making more money, they are not making money running llms. The companies didn't want to reveal internal procedures and exact profit/loss statements, is that surprising to this article writer? Sorry but MIT is more trust worthy than this stonk pumper site.
dahart
17 days ago
> Sorry but MIT is more trust worthy that this stock pumper site.

Oh I totally agree with you, this was just the first thing that came up in a Google search. The criticism of MIT’s study has been going around widely, this site isn’t the only one saying that this study lacks objective metrics.

davedx
17 days ago
The problem isn't with the MIT study itself -- it's with all the media framing of it as if "AI has failed", when the study was about pilots rapidly generating significant revenue.
torginus
17 days ago
1 reply
Tbh AI and layoffs aren't direct consequences of each other imo. Just think back to the 19th century where automation started taking factory worker's jobs. Eventually society learned to deal with automation and even though by pre-industrial standards, 95% of the work that was done by humans to make goods is done by robots and machines, yet there are orders of magnitude more factory workers at least today than were back then.
nandomrumber
17 days ago
The benefits to some far off unborn future generations we’ll never know are a poor argument in favour of harms happening to us now.
paulpauper
17 days ago
Large companies add and remove jobs all the time. It's just the the latter gets much more media coverage. Jobs are always being created and destroyed, for all sorts of reasons.
gravypod
17 days ago
I don't necessarily believe this is the best explanation but: We know the economy is doing pretty poorly and tech companies are consolidating. Amazon is losing it's two main drivers of revenue: Irresponsible startups with huge AWS spend and no pressure to optimize their stack and consumers buying treats online. Regardless if people are spending on AI, the only thing businesses are investing on is AI and analysts at AWS are likely signaling that many AI companies are not seeing a large ROI and model developers will likely build their own versions of successful products (Claude Code). AWS doesn't want to scale up it's GPU fleet and be left holding the hardware bag. Amazon can't juice numbers for consumer purchases since the rest of the economy is contracting, most people are losing jobs, etc. So the easiest way to for Amazon to juice their metrics is to offshore office work that can be done anywhere. They can claim they are using AI - but from conversations with friends who are working at Amazon this does not sound very realistic - and ride the AI bubble with no liabilities.
submeta
17 days ago
2 replies
This does not reflect my reality. I have worked on half a dozen projects where we would have hired consultants to get the job done but have used coding agents to document, understand, migrate a project, create backend services, dashboards, and other things with budgets ranging from a few thousand euros to 200,000 euros. No consultants hired, nothing spent.
diamond559
17 days ago
2 replies
What job did the llm do that was worth 200k Euro to you? Be extremely specific w/ hours worked etc bc we all totally believe you!
foobar10000
17 days ago
1 reply
In our case - agentic loop optimization of kernels. Works like a dream - after all, you have a perfect python spec (validation), the kernel is small (under 10 kloc), and the entire thing is testable. The trick is to have enough back test data so that things like cache behavior are taken into account. Ended up with different kernel versions for batch-back-test vs real-time work - which was interesting. 5 years ago would have hired about 10 ppl for the job - now 2.
diamond559
17 days ago
How many man hours would it take 10 ppl to do this job?
submeta
17 days ago
2 replies
It was an innovation project, with an endowment of 200k. The task was to implement an llm based bot platform in a company with 700+ coworkers. After demoing MVPs, got 40k and access to experts I never needed to use. Deployed open source AWS solution, built customizations, landing pages, and data crawlers entirely solo using AI coding agents over ~3 months while working on other projects. Zero consultants, zero internal help. Would have easily burned the full 200k the traditional way.
diamond559
17 days ago
1 reply
So you still had to put in ~3 months of off and on again work, how many hours did it take you over those three months to configure everything yourself? Then figure about how much would you have had to budget out w/o the llm's help. Show me your math. Then of coarse you'd have to follow up w/ the company whether their "llm based bot platform" wasn't just a complete waste of their 200k in the first place for this to matter at all.
system2
17 days ago
Do you think a developer's monthly salary is $70k? I think the winner is obvious, assuming his product is really worth something and he really had $200k budget for it.
potatowaffle
17 days ago
I am very interested in learning what this bot platform is used for. How’s the reception? Thanks!
sibeliuss
17 days ago
Same - the leverage in using this tech is unbelievable for those who have a lot of experience. Folks are in denial.
croes
17 days ago
1 reply
Why not both?

Given all those articles with AI generated images I bet that some artists lost their jobs

system2
17 days ago
1 reply
I doubt. Good artists are still killing it. I see it on social media all the time. Also, corporations rarely care about the art as part of business. I don't remember the last time a tech company (or finance, wholesale, manufacturing, etc.) hired an artist. It is part of the job description of some managers, maybe, but who cares about someone with mediocre Photoshop skills?
croes
17 days ago
1 reply
I‘m talking about stock image artists. Nothing you put in your resume but it helps paying the bills, like the singers of all those silly advertisement jingles.

Those jobs get killed.

system2
16 days ago
Those jobs were already dead before Ai though. Oversaturated and controlled by major players like shutterstock.
zer00eyz
17 days ago
5 replies
This should shock no one.

Over the last 20 years of tech, the giants have taken the smartest folks out there and put golden handcuffs on them. You could hire up all the smart folks and put them to work, or leave them out there and have them compete with you. With the launch of cloud providers and (expensive) dynamic scaling the problem only got worse. Think about hiring in the pandemic. Every one at home, with a stimulus check and nothing to do. Rather than a flurry of new software you got mass hiring.

But now we are in a capital intensive hardware cycle. Where in order to compete you need to have lots of $$$$ as well as software know how. It does not matter that there are smart people out there, without hefty backing they wont get very far.

I suspect that software is about to enter its "punk" era. We have software for small businesses that will help with accounting, HR, customer service, and cloud providers are starting to see some interesting competition. Much like the old punk poster showing you 3 chords and telling you to start a band it is entirely possible to find three friends and start a business that makes 1-10 mill a year with little effort and lower costs. The moment you stop thinking "unicorn" and start thinking "sustainable" the economics shift radically.

gregates
17 days ago
1 reply
Funny to me how many of the replies to this comment are assuming you mean all these "punk" startups will be possible because of AI, when your actual comment says nothing of the sort.
zer00eyz
17 days ago
AI is another enabler, but by no means the primary one at all.

340 millon Americans. Reach 10k of them at 10 bucks a month and you have a business that pays for a couple people to live comfortably.

gregates
17 days ago
Not to mention that there's already a small market for software products that work just like existing products that were once good, only without all the AI getting in your way at every turn. You're just not going to be making huge enterprise sales with such a product (in 2025).
vatsachak
17 days ago
Yeah with ChatGPT anyone with enough agency and programming chops can design tailored solutions for local businesses.

I don't think that ChatGPT coding is valuable but rather it's ability to tutor people and guide them towards idiomatic patterns.

hobs
17 days ago
The effort in those businesses was never coding, it was always connecting with and selling customers, understanding them, and supporting them as time went on. AI can help with some of that but generally the connections and network effects have outsized contributions in the smaller niches.
EPWN3D
17 days ago
I think you're on to something, but interest rates probably have to come down a bit more for it to really have legs. We definitely need a response to enshittification though.
Glyptodon
17 days ago
2 replies
As a recently laid of senior engineer, to the extent that my job was replaced, it was replaced with offshore junior devs who'd already been working with the company for over year with a pretty rough level of productivity by man-hour, though maybe taking 3x the time to get things done is worth it if they're cheap enough. Which is to say I see my layoff as as cost cutting backed by a premise that there is no value in retaining senior level talent, to try and keep operating in the black, not because AI was materially producing a lot of benefits. (Because to the extent it was, I was the one reaping them compared to the offshore folks and less experienced onshore ones.)
qwertyuiop_
17 days ago
1 reply
https://www.reddit.com/r/Layoffs/comments/1j3c5in/it_seems_t...

https://bloomberry.com/blog/amazons-layoffs-tell-half-the-st...

https://www.theregister.com/2025/03/27/ibm_cuts_jobs_in_us/

soneca
17 days ago
I was told that the main reason the “Who is hiring?” thread (and other job boards for startups) has much fewer remote positions that are global (the vast majority is Remote US now) is because of a legislation that reduces a fiscal incentive when hiring software engineers and the reduction is much more aggressive when the engineers are from outside the US.

Doesn’t it affect big tech companies? Only startups?

I would guess the opposite, with big companies being much more savvy and influenced by fiscal incentives.

diamond559
17 days ago
2 replies
Actual Indians, as always. Humans are cheaper, and have the capacity for long term memory formation.
random9749832
17 days ago
3 replies
I would say it is more sinister than just a cost-benefit analysis and plain racism in hiring. Cheap talent exists in far more places than India but somehow it almost always is India. Not only that but I have seen the strangest LinkedIn profiles where people graduate from no-name Indian universities and get a big-corp job here in the West like it is nothing.

Even Japan has become pro-Indian on immigration for tech: https://eastasiaforum.org/2025/11/06/takaichis-japan-looks-t... Wtf...

Arch485
17 days ago
4 replies
It's not a racism thing, it's because India is in a fairly unique position: their population is so large, that (relatively speaking) the top 0.1% of Indians in any sector tend to outnumber the top 0.1% of (for example) Americans in that sector, plus if an Indian immigrates to America, a company can pay them less than an equivalent American employee (for various reasons).

So you basically can pay an Indian immigrant a junior dev salary, for significantly-better-than-junior-dev work. It's just stonks.

BuyMyBitcoins
17 days ago
2 replies
>”for significantly-better-than-junior-dev work.”

Not even close. We had two offshore contractors working with our team for about two years and they were consistently terrible. Despite this, some higher up pressed us to “hire” them so we conducted an interview. One of them said they had 8+ years of SQL query optimization experience and could not explain what a table scan was. The other claimed to have 5 years of C++ experience and thought a pointer was a url. I am not exaggerating.

Whereas our team’s college intern turned junior dev has consistently delivered increasingly valuable contributions and doesn’t lie to us.

Yoric
17 days ago
On the other hand, I've had extremely skilled senior Indian colleagues who were essentially paid like juniors.

As far as I understand, there's extreme variance between highest-tier and lowest-tier universities and it's not necessarily reflected in salaries when they're hired by Western companies.

YMMV

burningChrome
17 days ago
At least you got to interview them.

One of the first startups I worked at in the early aughts, I started as a front-end dev. Indian dude a few cubes over. I'm not kidding, he had a "Learn .Net Nuke" Wrox book he was constantly pouring over.

He was gone on my second day. Apparently the company had hired an outside recruiter who interviewed someone and when they got the job, this dude showed up. Apparently this was a really common scam back then.

I see not much has changed.

spixy
17 days ago
Yes it is also racism, and tribalism - between Indian castes.

https://www.vice.com/en/article/silicon-valley-has-a-caste-d...

https://wol.iza.org/news/tech-giant-accused-of-hiring-bias-i...

etc..

alecco
17 days ago
They bait-and-switch like hell. Once the original workers are out of the picture they squeeze the contract like a lemon. The managers involved won't re-hire and more often than not will even hide the mess (for their own sake). The old IBM playbook on steroids.
random9749832
17 days ago
Tons of anecdotes like this: https://www.reddit.com/r/recruitinghell/comments/1eblg0d/rea...
hshdhdhj4444
17 days ago
1 reply
No conspiracy theories are necessary here. The numbers speak for themselves.

Here is an article putting together data from GitHub about SW developers per country.

https://data-player.com/highest-number-of-software-developer...

When talking about outsourcing jobs from the U.S., you’re obviously gonna exclude the U.S. China is also not a factor. Neither are Western European countries or countries like Japan and S Korea because of relatively high salaries. Russia is out due to long standing geopolitical issues.

That basically leaves Brazil and Indonesia as the only alternatives to India in the top 10 and combined they don’t even have half the number of SW developers as India.

You need to then add Mexico, Vietnam, Turkey, Philippines and Poland to the above 3 to add up to the number of SW developers present in India.

Thats why the outsourcing industry is concentrated in India. You can setup 1 office in India and have access to as many SW developers (Indians are also very willing to migrate domestically, so an office in a single city is sufficient to cater to the entire domestic developer market) as you would if you setup 8 offices in & different countries across 4 continents.

random9749832
17 days ago
1 reply
Here you go, h1b hires still get paid American salaries so that throws the whole 'they get hired because they are cheap' argument out of the window: https://fortune.com/2025/09/22/india-government-responds-tru...

>70% is a pretty insane number that certainly speaks for itself.

Also, when you start giving a lot of tech jobs to people from one specific country, then the github developer numbers will naturally reflect that.

zbentley
17 days ago
1 reply
Grandparent was referring to outsourcing, not H-1B hiring.
random9749832
17 days ago
3 replies
I am talking about bias in hiring in general. I am responding that the bias in hiring towards this one country goes beyond that it is 'cheap'.

It is easy to make the 'cheap' argument when you talk about outsourcing but it no longer makes sense when you look at h1b numbers.

lenkite
17 days ago
> I am talking about bias in hiring in general. I am responding that the bias in hiring towards this one country goes beyond that it is 'cheap'.

Same bias happened when manufacturing moved to China. However, no whining on HN since at the time, blue-collar American red-necks were getting their just deserts.

pessimizer
17 days ago
That's a commonly made argument, but it's innumerate. Low h1b salaries lower local salaries. The reason you hire h1b is because they're cheap, and then the only locals you hire are the ones that will work at the price of h1bs.

Local salaries might even be slightly lower, because you get to hold h1bs prisoner (an added benefit.)

bigbadfeline
17 days ago
> hiring towards this one country goes beyond that it is 'cheap'.

No it doesn't, not materially anyway. Stats can be misleading if you don't pay attention. A lot of the big corps started hiring H1-B in large numbers long ago but since H1-Bs can't easily switch jobs and tend to suck up to higher-ups, soon their mid-management was occupied by H1-Bs.

Anybody who has tried to find a job in such an environment knows the drill - Indian managers hire only Indians and prefer H1-Bs to keep them docile. Salary isn't a consideration there, but it all starts with "cheap" and is sustained by ethnic loyalty and fear of the outsider.

In smaller companies where hiring is more natural, H1-Bs are still payed less and their inability to switch jobs makes them cheaper still.

Spooky23
17 days ago
1 reply
The Indian diaspora is huge and you have second and third generation folks in executive office all over. As a political force, south Asians are increasingly powerful as well in many states.

There’s a lot of opportunities for personal networks, nepotism and plain old corruption to work. (Who is going to figure out that somebody dropped a few gold coins to your sibling as a kickback?) There’s a much smaller network of people with relationships to Eastern European or other companies.

tuveson
17 days ago
2 replies
> There’s a much smaller network of people with relationships to Eastern European or other companies.

Unlike eastern Europe, India is geopolitically in a pretty good spot right now, having decent relations with most developed countries, and not engaged in any major wars with its neighbors. The last company I worked for outsourced a lot of work to Russia. At a certain time in 2022 they suddenly had to shift a lot of that work to... India!

lazide
17 days ago
Yup, India is geopolitically right in the middle - and enjoying it.
Spooky23
17 days ago
Absolutely. They are in the middle both physically and logically. Notice Trump’s big crackdown barely made a dent - mess with India, and Jamie Dimon and his peers are on the phone immediately… finance depends on the outsourcers onshore and offshore to function.

India’s long term positioning of neutrality and strategy with business, education and politics is bearing fruit.

alephnerd
17 days ago
4 replies
GCCs are expanding in Canada, Ireland, Poland, Czechia, and Costa Rica as well.

Indians are more visible, but salary expections have gotten extremely out of whack in the US, and extended WFH during COVID proved to most boards that companies can continue to operate when entire teams are communicating async.

If a large portion of interns and NCGs in the US are essentially expecting $45-70/hr salaries, it just isn't sustainable especially when factoring the growing skills deficit because universities failed CS students to a certain degree over the past 10 years by watering down programs in a short term bid to compete against bootcamps.

If we are paying Bay Area salaries, we expect performance comensurate to that salary. Basically, all companies are now starting to adopt the Netflix model of hiring in the US.

alecco
17 days ago
1 reply
Are they investing tens of billions in new offices in those non-Indian countries?

My other comment: https://news.ycombinator.com/item?id=45867014

alephnerd
17 days ago
1 reply
Yes. (Still in process of generating the list)

Poland [0][8]

Ireland [1][2]

Czechia [3][4]

Canada [5][6]

Turkiye [7]

The expansion of Indian offices is a result of the reverse brain drain that accelerated during the early COVID layoffs along with the EB1/2 backlogs - a number of Staff and above Engineers, EMs and above, and Sr PMs and above who were on work visas were either cut or given the option to relocate to India and start a hub office.

A similar trend happened in other countries, but India being so large means they get overshadowed.

[0] - https://www.gov.pl/web/primeminister/google-invests-billions...

[1] - https://www.amd.com/en/newsroom/press-releases/2023-6-20-amd...

[2] - https://enterprise.gov.ie/en/news-and-events/department-news...

[3] - https://www.itpro.com/business/cato-networks-announces-major...

[4] - https://www.onsemi.com/company/news-media/press-announcement...

[5] - https://www.reuters.com/business/lyft-open-toronto-tech-hub-...

[6] - https://www.connectcre.ca/stories/amazon-plans-toronto-offic...

[7] - https://www.reuters.com/world/middle-east/uber-invest-200-ml...

[8] - https://news.microsoft.com/pl-pl/2025/02/17/microsoft-announ...

alecco
17 days ago
[0] no concrete number, and wording implies intent in the order of 1 billion total

[1] only $135 Million

[2] only 1,300 new employees (over 6,000 current); meanwhile "Apple India leases [...] likely to be one of the largest single-tenant office leases in [Bengaluru]" https://timesofindia.indiatimes.com/technology/tech-news/app...

[3] Never even heard of Cato Networks, and no figures. So irrelevant.

[4] onsemi manufacturing $2bn, not relevant as this is manufacturing numbers (Apple India is expanding multiple times that)

[5] No numbers, 2,934 employees. Mentions increment 20% of local market and an acquisition. Not relevant.

[6] Amazon plans 8,500 employees in the two [Canadian] cities. Meanwhile "Amazon to invest $233M to strengthen India operations network" https://www.aboutamazon.in/news/operations/amazon-to-invest-... (OTOH: they are laying off 800-1000 in India, out of over 15,000 desk employees just in Hyderabad)

[7] Uber to invest $200 mln in Turkey. Peanuts compared to the billions in my links.

From your submissions it seems like you are Indian or something.

gedy
17 days ago
2 replies
> but salary expections have gotten extremely out of whack in the US,

You mean cost of living and inflation has devalued the dollar.

alephnerd
17 days ago
1 reply
London has a similar CoL as San Francisco yet tech salaries are around 33%-50% what are offered in the Bay. Same with Toronto.

On top of that, both the British and Canadian governments give some degree of tax subsidy and regulatory support, though not to the degree that India, Israel, Poland, Czechia, or Romania provide.

Why should I pay Jeff from NCSU a US$175K TC in RTP when I can get Jane who chose to return to Toronto after living in the US working for large companies throughout her 20s?

A lot of techies on HN really underestimate the amount of reverse brain drain that happened during and after COVID. The COVID layoffs in early-mid 2020 primarily targeted those on some kind of work visa, and a number of those laid off were given the option to take a pay cut but also open a node in their home country.

Edit: can't reply so replying here

> I hear this, but the fact is a 70% pay cut in the Bay Area would simply not be workable at all

This is why we began opening offices in RTP, Denver, Chicago, NYC, etc in the 2017-22 period because we could pay closer to London or Toronto salaries back then in those offices and we had state level support.

All of that went to the wayside after COVID because a large portion of our workforce reverse braindrained, and someone in RTP demanding WFH and a Bay Area salary in a metro where CoL is comparable to Fresno and where we had to spend significant amounts of capital in commercial real estate to unlock tax benefits is ridiculous.

We are fine paying high salaries and TC, but it needs to be justified by actually high tier talent. Think the Netflix model.

gedy
17 days ago
1 reply
I hear this, but the fact is a 70% pay cut in the Bay Area would simply not be workable at all. You don't just cut out Starbucks and Amazon junk.
_heimdall
17 days ago
Yeah I'm surprised to hear London has a similar cost of living to San Fransisco. I wouldn't expect someone working in tech in SFO today to be able to stay there at 33-50% of their current salary.
monero-xmr
17 days ago
2 replies
All Western countries are devaluing their currency. No other way to reduce the debt. Cutting benefits is political suicide. Taking every dollar from billionaires would knock a 1 year of debt off. The solution is inflation
_heimdall
17 days ago
2 replies
> The solution is inflation

The response is inflation. It would only be a solution if it works, and of all the countries or empires that tried it in the past you'd be hard pressed to find one that succeeded at correcting their economy long term by debasing their own currency.

lisbbb
17 days ago
1 reply
We have already eaten a ton of inflation, particularly in the first year or so when Biden was President. Trump printed trillions to forestall a collapse during covid. The wisdom of that move is lost on me. I would have preferred the collapse--we might be recovering by now instead of sitting on an even higher precipice awaiting the inevitable fall.
_heimdall
17 days ago
1 reply
There is an interesting argument to be made that they have no choice once the problem passes a certain point.

The interplay between bond yields, the fed funds rate, and inflation can lead to weird situations. Right noe the Fed is having to lower rates because (a) job numbers are pretty bad and (b) the US debt is held in a surprising number of short term bonds and higher rates make the debt just rack up faster. They're also watching inflation continue to chug along higher than their 2% target though, a scenario they'd normally raise rates for.

I won't be surprised if we ultimately realize that, in the end, those in charge had way less control of the economy than they like to claim. I'm biased though, that's always been my view and it frustrates me that economics claims to be a field of science at all. It can be a very interesting and important historical analysis but it isn't predictive, and at the level of macroeconomics it can't realistically be isolated and tested.

hajile
17 days ago
When you outsource all your jobs that actually produce goods instead of services, you have nothing left to offer. At the same time, we're proving that short-term consumerism is completely destructive (designed to break is just another variant of the broken window fallacy).

Either you lower US standard of living to match the countries it is currently outsourcing to or you establish protectionism and isolationist policies with a focus on total efficiency rather than short-term gains.

pizlonator
17 days ago
2 replies
It's both.

The devaluation of the dollar relative to other currencies will eventually make it profitable for work to move to the US.

I think we're not seeing that yet because there's an imperfect coupling between asset price inflation, consumer price inflation, and exchange rates.

Eisenstein
17 days ago
2 replies
I think you might be confusing 'devaluation' with 'loss of spending power'. The dollar hasn't really lost value compared to other currencies. The thing that would do that would a loss of faith in the US to pay its debts, not the inability for the dollar to sustain a certain purchasing power.
pizlonator
17 days ago
2 replies
> The dollar hasn't really lost value compared to other currencies

Yes it has. Euro costs 10% more in USD than one year ago

mgh95
17 days ago
> Yes it has. Euro costs 10% more in USD than one year ago.

But more or less only the euro. The USD has strengthened or held steady against INR, RMB, CAD, AUD, etc. The euro is strengthening even more, however.

Eisenstein
17 days ago
Is that what you meant by devaluation? That the dollar has lost 10% of it exchange compared to the euro?
_heimdall
17 days ago
1 reply
I don't particularly care about whether one currency is devalued relative to another. Sure that can matter, international trade is important today, but I care about whether my currency is being devalued relative to the products I actually buy day to day.

The dollar is being devalued every time more money is injected into the system, either by government printing or banks printing more money via unsecured debt. When the total amount of currency in circulation goes up my money was devalued, prices will always go up when the money supply increases.

Eisenstein
17 days ago
> The dollar is being devalued every time more money is injected into the system,

I was pointing out somewhat pedantically that 'devalued' has a specific meaning and 'to lose purchasing power' is not it.

> When the total amount of currency in circulation goes up my money was devalued, prices will always go up when the money supply increases.

If you got more of that money to cover increased costs then it wouldn't be a problem, so it really only matters if you don't get a bump in income that covers the decrease in purchasing power.

The problem is not money supply increasing -- it is that it is being misallocated. The money supply has to increase in order for economies to grow otherwise it would deflate, and that cause all sorts of worse problems.

_heimdall
17 days ago
It may be a short term solution, on the right time scale I'd give it that.

The only way its a long term solution is if globalization is so fundamentally different from what other countries and empires have felt with that they can actually devalue at just the right rate to bring work back here.

Getting that rate right seems like a tiny needle to thread though, and that only works if this situation is different from when other currencies were devalued intentionally.

carlosjobim
17 days ago
> All Western countries are devaluing their currency. No other way to reduce the debt.

You increase the debt when you are devaluing your currency.

evantbyrne
17 days ago
4 replies
I was making $50/hour fresh out of college back in 2014. And I worked remotely. $45/hour today is not great given the cost of living.
alephnerd
17 days ago
3 replies
London and Toronto have a similar CoL as the Bay Area and $45/hr is a mid-career tech salaries in both Greater London and GTA.

Edit: can't reply but every single white collar job provides an employer healthcare plan that is equally as competitive as the public healthcare plans in Canada and the UK.

And especially if you were being paid $50/hr as a new grad in 2014.

Edit 2:

> And I was in Michigan.

All the more reason I would have pushed back severely. It's easier to find talent at scale in London or GTA - metros there have a population larger than the entire state of MI, and with a breadth of options beyond UMich Ann-Arbor.

evantbyrne
17 days ago
1 reply
London and Toronto give people healthcare. And I was in Michigan.
monero-xmr
17 days ago
2 replies
The vast majority of jobs in America give healthcare. The quality is vastly superior to London and Toronto, although we pay far more (and our medical professionals are upper middle class rather than middle / lower class). However this is a huge hidden portion of salary that most are not aware of, about $25k for a family of 4, which increases labor costs greatly.

On sheer metrics of access and quality, America kicks the shit out of Europe and Canada

flir
17 days ago
1 reply
So, uh... how come you die younger?
hunterpayne
17 days ago
1 reply
Opioid epidemic skews the stats.

The OP's point is why the wealthy in your country comes to the US for healthcare

flir
17 days ago
When did the opioid epidemic start? How come other countries don't have that?

https://en.wikipedia.org/wiki/List_of_countries_by_total_hea...

lbreakjai
17 days ago
I hope we continue getting the shit kicked out of us, if victory looks like medical bankrupcy, and insulin rationing.
usefulcat
17 days ago
> every single white collar job provides an employer healthcare plan that

The key word there is employer. Contractors often don't get health insurance, and contract jobs are not uncommon in the US.

csullivannet
17 days ago
$45/hr is low for GTA. I was making about that in Toronto in 2017 with two years experience, one year vocational degree, and a bachelor's in a completely unrelated field.
mbork_pl
17 days ago
1 reply
FWIW, I get on the order of $40/hour as a senior with almost 10 years experience, and it allows me not to worry too much about spending (with a wife earning about a third of my salary and two kids). I think I could easily earn at least 50% more if I wanted to work for some rich but soul-crushing corp, but for obvious reasons I don't do that. I guess US cost of living is just insane. (I live in central Europe.)
danans
17 days ago
4 replies
> FWIW, I get on the order of $40/hour as a senior with almost 10 years experience, and it allows me not to worry too much about spending (with a wife earning about a third of my salary and two kids)

How much do you pay annually out of pocket for health insurance premiums and other healthcare expenses?

In the US that expense is very high, and is a major source of worry for working families.

alephnerd
17 days ago
3 replies
For most white collar jobs like tech here in the US, your out-of-pocket as percentage is income doesn't play a role in how we decide salary bands.

For a family of four, the average health plan is around $10k out of pocket from the employee along with around $20k in employer costs [0]. Yet the median American SWE salary is $187k [1] versus $66k in Poland [2], $93k in Canada [3], and $111k in the UK [4]. Either way an American ends up earning significantly more after healthcare costs and insurance.

The issue is salary expectations at the lower performance band haven't kept up with what is expected at that salary band.

> In the US that expense is very high, and is a major source of worry for working families

When benchmarked against similar peer cities in Canada [5] or the UK [6], CoL is roughly at par yet salaries are significantly higher in the US, especially when comparing peer tech markets like SF [7] versus London [8].

This is the crux of the issue - demanding 100% WFH well past the end of COVID made it hard for us to justify domestic hiring when

1. Async was successfully proven to not impact business operation

2. A reverse brain drain of all nationalities in the US during COVID meant it was easier for employers to work with them to open a hub office or GCC abroad

3. A new grad is demanding salaries that simply don't make the economics of training and hiring new grads work. At $70k-$110k it does, but not beyond that.

4. Companies have now adopted the Netflix model - by cutting low performers, we can actually give higher pay bands to employees who actually have a business impact, as can be reflected in the rise in 75th percentile tech salaries.

[0] - https://www.healthsystemtracker.org/chart-collection/how-muc...

[1] - https://www.levels.fyi/t/software-engineer/locations/united-...

[2] - https://www.levels.fyi/t/software-engineer/locations/canada

[3] - https://www.levels.fyi/t/software-engineer/locations/canada

[4] - https://www.levels.fyi/t/software-engineer/locations/united-...

[5] - https://www.numbeo.com/cost-of-living/compare_countries_resu...

[6] - https://www.numbeo.com/cost-of-living/compare_countries_resu...

[7] - https://www.numbeo.com/cost-of-living/compare_cities.jsp?cou...

evantbyrne
17 days ago
1 reply
I think you make some solid points, but there are major tradeoffs some of the data is not totally convincing. If US workers are so much more highly paid than foreign workers, then we can reasonably expect the best workers to migrate to the US whenever possible. It's pretty easy for Canadians to cross the border. So one reason to hire American developers is for quality. The other is simply that these companies exist in the US, which means collaboration needs to be done in US time zones, which makes overseas workers far less efficient, not to mention the major negative impacts on worker morale. So there can be reasons to hire out of country, but the tradeoffs are significant even when well executed.
alephnerd
17 days ago
1 reply
> If US workers are so much more highly paid than foreign workers, then we can reasonably expect the best workers to migrate to the US whenever possible

Not really.

No one wants to leave their families, and the upper tier of salaries in alternative geos are high enough to capture the higher talent tier because their salary expectations are based on their domestic condition.

On top of that, the US immigration system is severely backlogged. It can take decades for Chinese and Indian nationals to become green card holders, and we as employees increasingly expect foreign nationals to pay the filing costs - not us.

> other is simply that these companies exist in the US, which means collaboration needs to be done in US time zones, which makes overseas workers far less efficient and having major negative impacts on worker morale

Not anymore. WFH proved async work models can ensure business continuity.

On top of that, the bulk of layoffs during COVID were workers on work visas who were given the option to return to their home countries and open an office there.

This is what Google did in Hyderabad, Bangalore, and Warsaw, Databricks in Bangalore, Amazon in Canada and India, and Nvidia in Bangalore.

Furthermore, we as employers don't really sponsor VPs, Engineering Managers/Directors, Product Managers, and Staff/Principal Engineers on O-1 visas. Most are stuck on some form of EB1/2 or L1/2, and those who apply to O1s who aren't founders or extremely critical to the business are being sponsored but filing out-of-pocket.

It just isn't attractive to immigrate to America long term anymore as a white collar employee in most cases now aside from unicorn roles which employees then use to boomerang back to executive roles or demand US salaries in their home country.

Ideally we need to build a domestic talent pipeline, but universities failed severely by watering down curricula in an attempt to compete with bootcamps, which burnt a lot of employers disincentivizing them from hiring early career, and state and local jurisdictions in the US just don't give us the support or pipeline needed to build a competitive early career hiring pipeline.

For example, in cybersecurity, I can hire someone in Israel who has done offensive security work for a couple years in a military, police, internal security capacity or someone in India who participated in one of the dozens of Police Force, Army, or Home Affairs cybersecurity internship programs. Similar programs like Cyberpatriots and the Cyber Incentive Program (approx $100M) were mismanaged as was found in a 2023-25 investigation by the DHS OIG [0][1] and an entire generation of students of cybersecurity scholarships quit in 2016 when the Trump 1 admin cut funding for cybersecurity scholarship programs.

[0] - https://fedscoop.com/cisa-cyber-incentive-program-dhs-inspec...

[1] - https://www.oig.dhs.gov/sites/default/files/assets/2025-09/O...

evantbyrne
17 days ago
> No one wants to leave their families, and the upper tier of salaries in alternative geos are high enough to capture the higher talent tier because their salary expectations are based on their domestic condition.

For 2x the salary young men have proven time and again they are willing to take the risk.

> On top of that, the US immigration system is severely backlogged. It can take decades for Chinese and Indian nationals to become green card holders, and we as employees increasingly expect foreign nationals to pay the filing costs - not us.

A challenge for sure. This and what you go on to describe could certainly shift some junior labor from H1B to remote contract. I would expect that shift to have a mostly net zero impact on other American exployment.

> > other is simply that these companies exist in the US, which means collaboration needs to be done in US time zones, which makes overseas workers far less efficient and having major negative impacts on worker morale

> Not anymore. WFH proved async work models can ensure business continuity.

Every non-US team I've worked with and everyone I know that works with offshore still have meetings. It would be incredibly dysfunctional to not have any collaborative time.

> Ideally we need to build a domestic talent pipeline, but universities failed severely by watering down curricula in an attempt to compete with bootcamps, which burnt a lot of employers disincentivizing them from hiring early career, and state and local jurisdictions in the US just don't give us the support or pipeline needed to build a competitive early career hiring pipeline.

Is that really what is happening? Because based on everything I can see, hiring standards are the highest they have ever been. As we get older, we have a bias towards underestimating the capabilities of younger generations, because we can see them making familiar mistakes in real-time.

danans
17 days ago
1 reply
> For most white collar jobs like tech here in the US, your out-of-pocket as percentage is income doesn't play a role in how we decide salary bands.

Most people here in the US don't have white collar jobs nor compensation of a software engineer. They work in retail or other blue and pink collar professions.

A Canadian retail worker has much more affordable access to healthcare than their US counterpart.

alephnerd
17 days ago
This conversation is limited to the tech industry.

A SWE isn't in competing for the same jobs as a cashier at London Drugs.

porridgeraisin
17 days ago
1 reply
> A new grad is demanding salaries that simply don't make the economics of training and hiring new grads work

This is just me, might not be representative, but as an indian CS graduate, I was willing to move to the US temporarily if it meant I could make FIRE money and return to India and basically chill out and work at interesting jobs without worrying about needing MNC/unicorn money to live well. I saw broadly two ways to do this - the startup scene, and the ridiculously high new grad salaries (which would enable FIRE in india after a few years) in the US back in early 2020s - when I was graduating. By the time I finished though, those salaries dried up like you are saying, and startup exits are easier in Blore these days and I can get funding from the usual bunch by just domiciling in Spore like flipkart did. Note that I did not expect the current AI bubble to last this long. Potentially could have cashed out on that. My impression is that if you know nvcc exists, you get money thrown at you in the US today... All in all, the idea fizzled out. Among my peers too, the people who went there for the usual M.S at a UC --> california job market pipeline are all people who are sure they want to settle in the US long-term, through the visa troubles and all. Others didn't go.

Point is, those high salaries were a big draw to a lot of people here including me. And in the absence of that companies now need to move here to get access to the same people. I think it is happening, unicorns/GCCs here are now paying quite well. I mean I had almost the median EU tech salary ($60K - 52LPA) for india cost of living at my _starting job_. So without the US starting salary being 150K-200K (a salary unattainable in india anywhere) like it was 5 years ago, it's a hard sell. Senior salaries are still high of course, but if you have to stay there 10+ years, you have a family there, kids there, loans there, and it is basically committing to settling in the US. Meaning that without the added security of the backup plan "return and you're either FIRE or super comfortable", its much more of a commitment to move. My circles have a selection bias of course, and for people who did not manage to get top 10% salaries here, the risk/reward is completely different.

alephnerd
17 days ago
1 reply
My reply was primarily about American new grads - who overwhelmingly don't do grad school.

And your anecdote is exactly what I am trying to explain on HN.

We as employers are fine paying high salaries to mid-career talent, but it's hard to justify hiring a middle of the pack new grad from CSU East Bay for a $130k base salary new grad role when I can hire a mid-career US returned FAANG dev in BLR or HYD for $70k-90k TC.

We will still hire new grads in the US for a $130k-$180k base, but they will have to actually be worth it. The brutal reality is, if you didn't attend a target CS program for your Bachelors (Stanford, Cal, MIT, UIUC, CMU, UT Austin, GT, UMich, UW, Cornell, Harvard, Columbia), at this point you probably aren't landing a high paying CS job - just like how in India if you didn't get a good JEE score, you're essentially relegated to being stuck at WITCH because you didn't get into a good BTech program, and it's an employer's market

A lot of people on HN assume Indians (and other foreign nationals) only do b*tch work like legacy springboot crap (and ofc plenty of people do), but an equally large cohort is doing legitimately competitive and innovative work.

porridgeraisin
17 days ago
> The brutal reality is, if you didn't attend a target CS program for your Bachelors (Stanford, Cal, MIT, UIUC, CMU, UT Austin, GT, UMich, UW, Cornell, Harvard, Columbia), at this point you probably aren't landing a high paying CS job

But what about after masters? What are the expectations there? Now of course there is the research path which is publishing well in your masters, working at deepmind or nvidia etc,. But I am talking about people doing non-thesis MS and then entering the job market. Is the base salary for those people still high?

mbork_pl
16 days ago
> How much do you pay annually out of pocket for health insurance premiums and other healthcare expenses?

Very rough estimation: $9000. I'm not sure how much my wife pays - this is paid by the employer and she usually doesn't bother to check. (This is mainly insurance, we seldom use public healthcare.)

ponector
17 days ago
I'm similar salary band, I pay 9% of my annual salary for mandatory medical insurance, but it's usually hard to get an appointment in reasonable time so you are going to pay extra 50-100€ for a visit to the same doctor, but in private clinic. And also vaccination and dental is not covered by that 9% payment.
yonaguska
17 days ago
My wife is a full-time-mother and is currently uninsured because we'd be looking at doubling the cost of insurance, and paying close to 25k a year for insurance. It is a completely broken system at this point.
lisbbb
17 days ago
2 replies
Jeez--I was making $50/hr in 2004 in one of my first jobs after I finished my PhD and opted out of academia. That pay didn't go that far back then!

This is what upsets me about my career--that logistic pay curve. You initially grow fast and then it tops out and never gets better, but your costs keep rising, particularly as you have a family. I'm paying for one kid's college tuition right now, she has 1.5 years left, and will then enter a dubious job market. My son is 15, so if he goes to college, I won't be paying tuition for him until Fall 2028.

The problem is, I'm no longer a developer. I'm currently a nothing working on figuring out "something." I have a lot of skills and talents, but seemingly not many that will pay. I'm looking at any 2yr. training program that can get me certified to do something useful. It's so freaking bizarre to be sitting here with a degree in CS/Math, an MS in Computer Engineering from a very reputable university, and a doctorate in Information Management, also from a very reputable university, and looking at basically doing blue collar work! My nation has utterly failed me in every possible manner.

I should add that we are looking to move out of our fairly high-cost of living state for a possibly lower cost of living state, but there are complications to that plan, too. My wife doesn't really want to move our son out of the high school he is in. I'm saying that other imperatives need to be addressed before they become full-blown crises. I'm being taxed to death, and costs like insurance are rising fast.

giardini
16 days ago
Can't do anything about it now but getting that PhD may be the most costly decision you made:

https://philip.greenspun.com/careers/

scroll down to the phrase:

THIS IS YOUR EDUCATION, THIS IS YOUR SALARY

If I were you I'd be tempted to rewrite my PhD as a multi-year "special project". Reason is that hiring a PhD is controversial unless you're a university or a research division of a corporation. In contrast, the CS/Math & MS will always be solid & saleable.

9rx
17 days ago
> My nation has utterly failed me in every possible manner.

We've failed ourselves too, though. If I was some random person with endless money burning a hole in my pocket, what would I even do with a CS/Math/Computer engineer/Information manager? It is in no way clear how life is improved by working with such a person. Other industries put a lot of effort into marketing what function they serve. Said random person knows exactly when and why they'd want to hire a plumber, electrician, structural engineer, lawyer, accountant, physician, etc. But us...? We've rested on our laurels thinking Google, Microsoft, and Meta will forever want us, putting no effort into expanding our market.

9rx
17 days ago
1 reply
> I was making $50/hour fresh out of college back in 2014. And I worked remotely.

Same for me, except out of high school, and a decade earlier.

That's the sordid tale of the industry. Outside of a handful of FAANG high flyers, pay, in real dollars, has been very steadily decreasing over many decades. But it took high inflation for us to notice.

Now we're in a difficult spot because we feel we need to make more to make up for the considerably higher cost of living, but there is no market willing to pay more — and never was.

alephnerd
17 days ago
1 reply
I wouldn't be that pessimistic.

The market can bear to pay high salaries for the right talent.

If you can show me you have tangible development skills and can think about the product or feature you develop as a business (eg. Can you justify to me in financial terms the net benefit doing a refactor does versus keeping the status quo) you will be fine.

We aren't going to pay you $300k-$400k TC just to be a code monkey. We expect you to be able to help inform actual business decisions and not be a PITA when thinking about the core metrics that matter for a business - NARR, FCF, and COGS.

So, being a developer who is specialized in a business domain (eg. Being a fullstack developer but with a decade of experience working on Cloud Security products) makes it easier for hiring managers to decide whether or not to hire you. And as a former PM, those kinds of Engineers are the best to work with becuase they understand the pitfalls that exist in a subdomain and have opinions and the ability to justify them.

Those who can upskill or show the ability to upskill are also worth their weight in TC.

And finally, you will have to be located in Tier 1 tech hubs now (Bay Area, Seattle, Austin, NYC). The 5-7 year blip of satellite offices in RTP or Denver or Portland or being 100% WFH in a cabin in Montana is over. The roles at these kinds of offices are the ones that get offshored first.

9rx
17 days ago
1 reply
> And finally, you will have to be located in Tier 1 tech hubs now

Exactly. Adjusted for cost of living, $300,000 in SF or NYC is about $170,000 where I lived back then, so ~$80/hr. Which is, after adjusted for inflation to that time... You guessed it: $50.94/hr!

And you're pointing at high quality talent with considerable experience, not some kid out of high school. Said kid out of high school like I was back then isn't going to find that much in today's market. As you point out, the market has tanked big time — and has been tanking for decades.

As before, we're only just now starting to notice how far behind we’ve fallen because of things recently becoming exceptionally more expensive.

alephnerd
17 days ago
> Adjusted for cost of living, $300,000 in SF or NYC is about $170,000 where I lived back then, so ~$80/hr

I've lived in SF over the same time period as well, and my CoL hasn't changed aside from rent - I've kept the same consistent savings rate - but even rent was largely manageable for me because of job opportunities and a mix of local and state rent control.

That said, I do think being Asian or Latiné means having different buying preferences (eg. the bulk of my shopping is at ethnic grocery stores and my "white people food" is primarily sourced from Costco or TJ).

Ofc, looking visibly ethnic also gives me the ethnic discount at most places I shop at.

> Said kid out of high school like I was back then isn't going to find that much in today's market. As you point out, the market has tanked big time — and has been tanking for decades

Oof, that is actually a good point. Sadly, you are right about that. I don't think hiring managers in the US would take a risk on hiring a HSer even if they have the right skills and domain experience.

-----------

That said, I am starting to come around to your argument.

nabbed
17 days ago
1 reply
Sorry for being dense. What are GCCs and NCGs?

I guess GCC night be Global Capability Center?

alephnerd
17 days ago
1 reply
GCC - Global Capacity Center, basically instead of outsourcing to WITCH or EPAM, a company creates an entire office abroad that owns profit-loss, product roadmap, has executives present, and is a direct part of the company.

NCG - New College Grad

You ain't dense btw, it's a good question. Keep asking questions!

bossyTeacher
17 days ago
So GCC is basically a subsidiary in another country?
throwarchive
17 days ago
https://archive.is/9sdT5
lucaslazarus
17 days ago
Matter of time until markets reckon with AI investment crowding out non-AI investment (cf. the massive oversubscription of Meta's latest bond offering). Must suck to be a small-cap firm squeezed by tariffs raising costs, unemployment lowering demand, and AI investment raising your own non-AI cost of borrowing.
_the_inflator
17 days ago
I think the article is missing two points: if the latest layoffs aren't related to AI, then this doesn't mean AI won't have or has an impact on head count.

And investment and experiments by definition include the risk of failing. In almost everything lies a survivorship bias and no one talks about the 100+ car makers that went into goldrush mode 100+ years ago. This is life. Netflix vs Blockbuster - already forgotten?

Also the "fail rate" - so what part is failing and why? What's with the 5%? If we have a look at exponential functions this might be a really good deal, if the 5% can account for the losses. After all, benefits compound over time.

I witnessed first hand in FAANG some quota hires and I believe that now that no one gets paid for contrived and artificial business advantages, we are back to a more merits based evaluation of workers.

But AI should not be written off as fancy something with no impact. That's the wrong take. Whether it will be a springboard to new jobs that compensate for losses or replacements - I am not yet sure, but tent to be in the former group. ML engineers take care of ML - something new that takes care of something new.

We will see.

thunderbong
17 days ago
https://archive.is/9sdT5

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