Skill radar

Built from every job JobSnout has sniffed — active and closed — so the picture sharpens as weeks accumulate. Pay figures use EUR postings only, taking the midpoint of published ranges.

Most wanted skills

Active jobs mentioning each skill

Python1063

AWS775

Java666

Kubernetes662

Distributed systems599

GCP535

Azure527

SQL439

REST387

TypeScript347

C++337

Docker330

Terraform274

PostgreSQL230

JavaScript217

Kafka208

Microservices189

Kotlin187

Rust149

Event-driven124

What skills pay

Median advertised salary (EUR) for jobs mentioning each skill · n = postings with salary

GCP€103k n=19

Terraform€103k n=9

MySQL€98k n=10

Distributed systems€91k n=18

Kotlin€91k n=10

AWS€91k n=36

Kubernetes€89k n=40

REST€85k n=29

Ruby€85k n=3

Python€83k n=40

Microservices€82k n=26

Azure€82k n=54

TypeScript€80k n=24

C#€80k n=33

Docker€80k n=26

Pay over time

Weekly median advertised salary (EUR) per skill, shared scale · thin weeks may reflect a single posting (n shown on hover) · columns accumulate as weeks pass

Azure n=54

€82k

Java n=49

€55k

Kubernetes n=40

€89k

Python n=40

€83k

AWS n=36

€91k

.NET n=35

€80k

C# n=33

€80k

SQL n=30

€78k

Where the work is

Active jobs by country — darker means more · zone-only (EU-wide) postings have no country and are not on the map

All skills Python AWS Java Kubernetes Distributed systems GCP Azure SQL REST TypeScript

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PT50ES344CH13AT82CZ27SKUA18

IT94SIHU17RO11MD

MT3HRRS57BG25

ALMKGR10CY

Top cities · 2,774 matching jobs

London (GB)268

Munich (DE)143

Madrid (ES)115

Berlin (DE)115

Paris (FR)114

Amsterdam (NL)103

Barcelona (ES)87

Dublin (IE)74

Bristol (GB)73

Cambridge (GB)69

New jobs per day

Canonical postings by day first sniffed (last 30 days) — the market's pulse

193224 Aug

84325 Aug

The radar is young — each daily sniff adds a column.