u/andreikurtuy

Image 1 — Finding a job in San Francisco now takes ~40 weeks. In Birmingham, AL, it takes ~12. [OC, BLS data]
Image 2 — Finding a job in San Francisco now takes ~40 weeks. In Birmingham, AL, it takes ~12. [OC, BLS data]

Finding a job in San Francisco now takes ~40 weeks. In Birmingham, AL, it takes ~12. [OC, BLS data]

I looked at BLS labor market data across 49 major US metros and ran a difficulty index against the national average. The spread is wider than I expected going in.

Most of the hardest metros are coastal and tech-heavy. Six of the top ten hardest are in California, and San Francisco, San Jose, and Seattle are all still working through the post-2022 contraction. White-collar hiring hasn't bounced back the way blue-collar has, and that's a big part of why these metros are still rough.

The easier side of the list is mostly Southeast and Midwest. Birmingham, Oklahoma City, Atlanta, Memphis, Nashville, Indianapolis, Kansas City. Lower cost of living, less concentrated in any one sector, and a lot of the hiring that's actually happening in the US right now is happening there.

Full list of 49 metros plus the methodology is here.

Curious what people think is driving the gap. The tech contraction explains part of the coastal pain, but I don't think it fully accounts for how much the Southeast is outpacing.

u/andreikurtuy — 10 days ago
▲ 26 r/charts

The 10 easiest and 10 hardest US metros to find a job in 2026 [OC]

Pulled BLS labor market data across 49 major US metros and ranked them by a difficulty index against the national average (1.0x = average). Estimated weeks to placement is modeled from time-to-fill stats, so it's a proxy, not a guarantee.

A few things that stood out:

  • San Francisco runs roughly 3.4x harder than Birmingham right now
  • Six of the top ten hardest metros are in California
  • The easier list leans Southeast and Midwest, which tracks with where hiring has actually been shifting

Full list of all 49 metros plus the methodology writeup is here.

Happy to get into how the index was built in the comments.

u/andreikurtuy — 10 days ago
▲ 129 r/Aberdeen+1 crossposts

Where in the UK does your salary actually go furthest?

Been digging into this lately. The headline salary numbers don't tell the real story because cost of living varies wildly across the UK.

So I took median full-time salaries for 22 cities and divided by Numbeo's cost of living index (UK average = 100) to get a rough estimate of real purchasing power. Chart attached.

A few things stood out.

Aberdeen ranks #1 at £48,254 effective. Lowish cost of living and salaries are still solid thanks to oil and gas. London is dead last at £34,119 effective despite having the highest nominal salary in the country at £49,692. That's a 31% gap between what your payslip says and what your money actually does.

The expensive southern cities all get hammered. Cambridge, Oxford, Guildford and Brighton each lose 8-13% of their nominal salary to local prices. Meanwhile the cheaper cities (Dundee, Sheffield, Liverpool, Newcastle, Nottingham) all jump 11-18 places once you adjust.

Obviously the index doesn't capture everything. Salary distributions vary by industry, partner job markets matter, social ties matter even more, and a £55k London job isn't really the same job as a £42k Manchester one. London still has things nowhere else in the UK has.

But for anyone weighing up cities, the real gap is way smaller than the gross number suggests.

Does this match your experience? Anyone actually moved out of London and felt richer for it? Or moved into a "cheap" city and decided the lifestyle hit wasn't worth it?

https://preview.redd.it/fgid8h6lui0h1.png?width=1840&format=png&auto=webp&s=6b7d1064fd64050085b4a71ce0d12f3a4b9c686a

reddit.com
u/andreikurtuy — 11 days ago
▲ 0 r/IAmA

I co-founded a resume tool used by 18 million people after getting rejected from over 1,000 jobs myself. AMA.

My name is Andrei Kurtuy, co-founder and CMO of Novorésumé. We built a resume and career tools platform that now has 18 million users across the world.

The backstory: I grew up in Romania and moved to Copenhagen at 19. Before any of this, I racked up over 1,000 job rejections. That experience taught me more about how hiring actually works, and doesn't work, than anything else. It shaped a lot of how I think about resumes and job searching, and eventually fed into why my co-founder and I built Novoresume.

I also hold a CPRW (Certified Professional Resume Writer) credential, have reviewed thousands of resumes across industries, and have spent years studying what actually gets people hired vs. filtered out.

I also create content about careers in F1 and motorsport, salaries, hiring pipelines, how people actually break into the paddock. That content has reached millions of views across platforms. You can find me here if you are interested in working in F1.

Proof: https://imgur.com/a/4gU2n84 | Author Page

Happy to answer anything about building a product to scale, the real mechanics of hiring and resumes, what 18 million users teaches you about job searching, or what it actually takes to work in Formula 1.

What do you want to know?

u/andreikurtuy — 1 month ago