Some Friday reflections for the HN community.

Here and there, posts, tweets, and even formal reports are showing that tech hiring is picking up. The CompTIA 2026 State of the Tech Workforce report projects net tech employment growing by 1.9% this year, with software development roles up 2.6% and data science roles up 3.5%. Indeed job posting data points in the same direction, with developer listings up roughly 2-4% month over month. I don’t think that’s wrong, but I do think it’s incomplete.

I can only see through one lens: tech jobs that come with relocation support for foreign candidates. That’s been my world for the past 15 years. It’s a narrow slice, but changes there tend to be quite visible.

And through that lens, something real has changed. Towards the end of last year, the market felt genuinely thin. We publish a weekly list of relocation-friendly roles and aim for around 100 each time. Some weeks, reaching that number was difficult in a way that felt new. Not because we were raising the bar, but because the jobs simply weren’t there. It felt less like a downturn and more like a quiet contraction.

That part has improved. Our latest weekly relocation jobs list crossed 110 roles. Companies offering visa sponsorship and relocation support are slowly coming back, and the category no longer feels like it’s shrinking.

But the number of roles was never really the main constraint.

The more useful way to think about this is competition density rather than raw job count. A market with 10% more jobs but 2-5x times more candidates isn’t a better market, it’s a harder one wearing a better outfit. We don’t have clean data on applicant volumes for international roles, but the pattern is hard to miss: well-qualified engineers applying broadly and hearing very little back.

It’s the same basic illusion as official inflation numbers. The index says 2%, but that figure doesn’t map to what you actually feel at the checkout. A 3-4% uptick in job postings doesn’t mean easier outcomes, not when the candidate pool has grown much faster than the openings.

Part of that is structural. The pool of people willing to relocate for a tech job has expanded, driven by remote work normalizing global job searches, economic pressure in certain regions, and a generation of engineers for whom working internationally is the default assumption rather than the exception. The motivation has shifted too. It used to be more tightly tied to compensation or career progression.

Now it’s often driven by broader things: quality of life, stability, environment, a city that actually fits how you want to live. The career still matters, but it’s become the vehicle, not the destination.

That combination changes what tends to work. Applying widely becomes less effective when everyone is doing the same thing. In relocation hiring especially, companies take on real cost and uncertainty, and that tends to bias decisions toward candidates who are easier to evaluate before the formal process even begins. In practice that means clear specialization, visible work, and a digital footprint that makes you findable before you even apply. Not necessarily extraordinary credentials, but enough signal to stand out in a larger pool.

Looking at the roles themselves, and you can see the skills breakdown in the image above, demand is real but concentrated.

Our analysis of 4,815 relocation-friendly tech roles data backs this up: the roles with the strongest projected growth through 2026 and beyond are back end related tech stack, ML/data science and DevOps/SRE/Infra roles, exactly the profiles that tend to travel well across borders and justify the overhead of international hiring. Positions with that kind of technical depth continue to show up consistently in relocation-friendly listings.

What has changed is how competitive it feels from the candidate side. A modest increase in job postings can coexist with a much more difficult search experience. Both can be true at the same time, depending on where you’re looking from. From this corner of the market, it looks less like a recovery and more like a compression.

But companies are still willing to sponsor visas, cover relocation costs, and move entire families across borders for the right profile. That hasn’t changed.

It’s just a different game now.