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Where does the IT job market really need people in 2026? Job analysis from Hacker News

gulson  22 1080 Cool? (+5)
📢 Listen (AI):
IT engineer surrounded by cloud, data network and AI visualizations
The IT job market is undergoing one of the most interesting transformations of recent years. What matters today is not trendy technologies, but the ability to deploy to production and maintain a working application. Let's analyse the job offers from Hacker News February 2026 with the GPT5.2 language model.


1. Highest demand: production engineers, not 'demo' engineers.

* Senior Backend Engineer
* Platform / Infrastructure Engineer
* SRE / DevOps
* Data Engineer
* AI Engineer (production)

Companies are massively looking for people who:

can maintain a system 24/7,
understand scale, reliability and cost,
know what breaks in the real world, not just in tutorials.

Conclusion: juniors are plentiful, but there is a shortage of people who have already broken something and know how to fix it.


2. AI? Yes - but only practical implementations and not pretty 'demos'

* LLM / AI Platform Engineers
* ML Engineers implementing models into production
* AI Ops / LLM Ops
* Engineers for agents and process automation

The biggest problem for companies today is not how to build a model, but:

* how to monitor hallucinations,
* how to test AI regressions,
* how to maintain costs and stability.

3. Infrastructure, infrastructure and infrastructure, preferably paid for

* Kubernetes
* Cloud + bare metal
* GPU, networking, storage
* Rust, Go, C++, Python (but systemic)
* Observability, SLO, incident response

Again, companies need people who understand what's going on underneath.
This is the most difficult path, but with the highest stakes.

4. Industries that recruit the fastest

Highest demand:

* LegalTech & GovTech (courts, compliance, regulation)
* Healthcare & Insurance
* FinTech (back-office, settlement, risk)
* Logistics & supply chain
* Industry, energy, materials, R&D

5. Fullstack? But not as before.

Today a fullstack is a person who:

* understands the backend, database and frontend,
* can independently prove the function to production,
* thinks productively, not just technically.

This includes:
* data models,
* migrations,
* performance,
* monitoring,
* UX in the context of business.


6. So where is it worth developing in 2026?
* Backend: Go, Python, TypeScript, Java
* Systems: Linux, networking, concurrency
* Data: PostgreSQL (advanced), SQL, pipelines
* AI: LLMs + evals + deployment
* Infra: Kubernetes, Terraformes, observability
* Soft skills: ownership, communication, systems thinking

Forgetting:

* frontend "UI only",
* cloud certifications alone without practice,
* learning AI without understanding data and systems.


Companies are increasingly asking:
"Will this person be able to independently prove the system, not just write code?"
Therefore, the most valued engineers today are those who:
* take responsibility,
* understand the product,
* are able to make technical decisions under uncertainty.


The best chances are for people who:
* go deeper than the tutorial or AI answers
* learn systems, not just frameworks,
* choose difficult but real production problems.

Source, global job listings Hacker News February 2026
https://news.ycombinator.com/item?id=46857488

My comment:
Generally to me the job market looks very tough. Incredibly high technology requirements and requiring 100 years of experience, basically having little to do with what was going on 5 years ago (simple programming or simple cloud solutions). It's as if someone has turned the job market maybe not 180 degrees, but at least 90. If you can't find a job in IT, don't worry, it's not your fault, it's the market that has turned. It's as if you have to learn most of it all over again, plus you have nothing to learn from, because most of the things companies require come from experience with production products preferably 'enterprise' style or infrastructure, how are you supposed to get that experience? This is where AI won't help, because it hasn't been trained on real business problems (which are often company secrets). At the same time, they will not hire you to get the required experience because they are looking for someone with a lot of experience. A vicious circle from which it is impossible to break out.

About Author
gulson
gulson wrote 29039 posts with rating 5918 , helped 148 times. Live in city Kielce. Been with us since 2001 year.

Comments

p.kaczmarek2 03 Feb 2026 16:02

I have very similar experiences. Bootcampers and juniors don't stand a chance. And this "requiring 100 years of experience" is not a silly invention - nowadays anyone can promote intermediate programs... [Read more]

gulson 03 Feb 2026 16:20

100 years' experience ok, just to let them get it. At the moment this is not likely to happen. AI is making society even more stratified. There will be infrastructure elites earning hundreds of thousands... [Read more]

p.kaczmarek2 03 Feb 2026 16:22

And now you've raised a separate problem - if there's no work for juniors, there's no way to educate future seniors, that's a fact. But in my opinion, it's even worse - the process is already broken at... [Read more]

gulson 03 Feb 2026 16:28

OK this is the trend and it should not be fought. Hardly, it will get worse. Then what remains is understanding what is going on underneath, learning why the model behaved this way and not that way. Why... [Read more]

gulson 08 Feb 2026 10:38

Meanwhile, in parallel: US jobs in January are disappearing at the fastest rate since the Great Recession. It looks like it's not just the IT situation. [Read more]

p.kaczmarek2 08 Feb 2026 11:14

Hacker News juniors celebrate mourning? https://news.ycombinator.com/item?id=46926245 I'm most curious about the people who started those 3 years ago studying AI. It must be an experience, seeing ChatGPT... [Read more]

gulson 08 Feb 2026 21:45

The worst off are young people who, for example, have just finished learning 'programming' and here is a complete change. Probably the best are people from: infrastructure, DevOps, embedded programmers... [Read more]

clubber84 09 Feb 2026 20:14

Hello, and this is where the cyber security industry falls all over the place - anyone who didn't sleep through lectures and exercises on discrete mathematics and network architecture at university... [Read more]

dgolf 09 Feb 2026 20:45

https://obrazki.elektroda.pl/2150045600_1770666499_thumb.jpg [Read more]

dekoder1980 11 Feb 2026 06:37

After all, coding and programming can be learned on one's own, and requiring people to have a university degree, where in Western European countries, it is enough to have skills and no one requires any... [Read more]

clubber84 11 Feb 2026 09:31

Hello, if such a colleague is wise, please show here some job offers for specialist positions in IT from Western Europe, where only "skills" are enough? Because here only specialists are referred... [Read more]

gulson 11 Feb 2026 15:09

There is no point in learning to program at the moment, in the sense of writing code from scratch. In general, Musk has just written that the next stage will be AI creating binaries for itself. Basically,... [Read more]

OPservator 11 Feb 2026 15:29

It is worth knowing the language of the enemy, they learn from our history ;) Added after 7 [minutes]: Yes, but no. By the time juniors become seniors, AI will already be at senior level. A... [Read more]

p.kaczmarek2 11 Feb 2026 15:42

And Project Genie? Shares of gamedev companies fell again after the latest presentation [Read more]

OPservator 11 Feb 2026 15:47

And who is the developer? The GameDev studio, or the mega-corporation Google? :D I prefer a buggy game made by people with heart, rather than quick patches from AI - this is beautifully evident with... [Read more]

dekoder1980 13 Feb 2026 02:37

It is no coincidence that since 1989, 90 per cent of post-secondary schools in electrical and electronic engineering, as well as vocational schools and technical schools, have been closed down, and the... [Read more]

p.kaczmarek2 13 Feb 2026 08:57

But rather than the vast majority of gamers looking at this? Are you suggesting the rise of "kraft games", in the sense, handmade? My fear is that the market will decide what pays off, and as the development... [Read more]

OPservator 13 Feb 2026 09:34

Children? Probably not. Adult gamers? Oh you'd be surprised how much of a rebuke there is among us against any AI interference in games.... But yes, the final giants will succumb to AI pretty quickly. [Read more]

gulson 13 Feb 2026 09:57

A more current analysis once the new models are released: https://www.elektroda.pl/rtvforum/topic4164855.html [Read more]

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