Crowdsourced Data
Community-reported compensation, savings, lifestyle and infrastructure data from tech workers across Europe.
Top savings
Top lifestyle
Most jobs
One overall ranking that blends financial outcomes (savings, people supported, lifestyle) with livability: developer happiness and infrastructure. Only cities with enough of both kinds of data are scored, so the board reflects lived experience, not pay alone. Financial leads the blend (60/40), since every submission carries financial data while fewer rate happiness and infrastructure.
| Rank | City | Overall Score | Financial | Livability |
|---|---|---|---|---|
How the Overall rank is calculated
Blends the Financial and Livability rankings into one 0-100 score, weighted 60% financial outcomes / 40% livability (happiness + tax & infrastructure). Financial leads because every submission carries financial data, while fewer rate happiness and infrastructure.
Overall = 100 × ( 0.60 × norm(financial) + 0.40 × norm(livability) ) norm(x) = (x − min) / (max − min) # over the same gated set of places
Three safeguards keep the blend honest
- Common scale: both pillars are min-max normalized over the same gated set of places, so 0-1 means the same thing on each axis (we don't average the per-tab composites, which are each scaled over a different population).
- Bayesian shrinkage: a place's happiness/tax score is pulled toward the population average in proportion to how little data backs it (adj = (n·mean + k·prior) / (n+k), k=10), so a country with two rated submissions can't swing the board.
- Sample gate: a place must clear at least 5 submissions, including 5 that rate happiness & infrastructure, to be ranked; those that don't appear in the separate "not yet ranked" list.
Cite this data
Euro Top Tech: Crowdsourced Software Engineer Salary & Savings Rankings (Europe). https://www.eurotoptech.com/data