April 2026 · Data partnership

Finland's job market data, ready to publish

jobcrawls.com offers Finnish media a free, ongoing supply of exclusive labour-market data — weekly snapshots, salary benchmarks, trend stories, and ready-to-run guest posts. All we ask for is attribution.

10k+

Active Finnish & international remote listings

15+

Structured data points per listing

Languages: EN · FI · SV

jobcrawls.com aggregates every job listing in Finland plus international remote roles accessible to Finland-based workers, and enriches each one with 15+ structured data fields that no single job board captures. The result is near-real-time labour market intelligence that official statistics often publish only months later, if at all.

What we provide

Weekly Market Pulse

Structured data every Monday — fields, volumes, week-on-week change. Drop into a recurring column with zero research time.

Salary benchmarks

P25 / median / P75 by role and seniority, in EUR. The most-searched career content there is.

On-demand story queries

Pitch a story angle; we pull the data within 48 hours. Exclusive to your outlet for the agreed window.

Guest posts

Fully written, bylined articles ready to publish. Editorial control stays with you. One link back is all we ask.

Why jobcrawls.com

Real-time signal — updated daily, not quarterly like many official statistics
International remote — we track roles from global employers open to people in Finland
Data depth — 15+ fields per listing vs. the handful a typical job board exposes
Trilingual — content ready for English, Finnish, and Swedish audiences out of the box

What we capture per listing

Most job boards expose a handful of fields in their search UI. jobcrawls.com runs a structured extraction pipeline across all sources, normalising and enriching every listing into a consistent schema. This is what makes multi-dimensional analysis possible.

Data point	What it tells you	Example values
Salary range	Advertised min/max in EUR + pay period	€4,200–€5,800 · monthly
Seniority level	Role tier for career-stage analysis	Junior · Senior · Lead · Director
Work arrangement	Remote / hybrid / on-site split	Remote 13% · Hybrid 29% · On-site 58%
Contract type	Hiring intent signal	Full-time · Contract · Internship
Industry sector	Demand by sector, 20+ categories	Healthcare · Technology · Logistics
Company headcount	SME vs. enterprise hiring trends	50–200 · 1,000–5,000
All listed cities	Multi-city jobs counted correctly per city	Helsinki, Tampere, Oulu
Education required	Qualification demand trends	Bachelor · Master · No requirement
People management	Leadership role prevalence	IC · Team lead · Dept. head
Normalised title	Consistent taxonomy across all boards	"Software Engineer" not 100 variants
Job source	Which board or career page	TE-palvelut · LinkedIn · company site
Active / closed	Tracks when roles go dark	is_active: true / false
International remote	Flags non-Finnish employers	true / false
Posted / first seen	Time-series and trend analysis	2026-03-17
Listing language	EN / FI / SV content mix	fi · en · sv

This schema is queryable via our API — group by any dimension, filter by any field, compute salary percentiles, and slice by time window. A data editor can get a precise answer to many labour-market questions in under a minute.

Sample data (April 2026)

Illustrative figures from the jobcrawls.com API for a recent 30-day window, Finland + international remote, active listings only. Figures change as the market moves.

Most in-demand fields (by listing volume)

Healthcare2,742 · 27%
Technology2,659 · 26%
Education1,447 · 14%
Construction1,286 · 13%
Customer service770 · 8%
Logistics620 · 6%

Work arrangement split

Active listings · last 30 days (illustrative)

On-site 58%
Hybrid 29%
Remote 13%

Top cities by listing volume

Active listings · last 30 days (illustrative)

Helsinki4,820 · 48%
Tampere1,340 · 13%
Espoo980 · 10%
Oulu710 · 7%
Turku650 · 6%

Monthly salary benchmarks by seniority (EUR)

Approximate figures. Monthly salaries. Finland only. Excludes listings with no salary disclosure. Illustrative snapshot.

Level	P25	Median	P75	n
Lead / Principal	€5,400	€6,200	€7,800	312
Senior	€4,200	€5,100	€6,400	874
Manager	€3,900	€4,800	€6,000	528
Mid-level	€3,300	€4,100	€5,200	1,140
Junior	€2,600	€3,200	€4,000	642

Stories we can power

Each can be delivered as a data package (tables + charts) or as a fully written guest post, ready to publish.

Is Helsinki's tech sector still hiring or cooling?
Week-by-week trend for software engineering roles — Helsinki vs. rest of Finland.
What Finnish job ads actually promise in salary
P25/P75 by field with commentary — highly searched career content.
Remote work in Finland: the numbers behind the hype
Remoteness split nationally, by city, and over time — including international remote open to Finns.
Finland's hidden hiring boom — which cities are growing fastest?
City-level ranking with field breakdown.
Junior vs. senior: how wide is Finland's salary ladder?
Seniority comparison across the top fields — sharp numbers, shareable format.
Which industries are stockpiling talent in 2026?
90-day trend for fast-growing fields, with employer-level detail available.

Partnership terms

Cost: No cost to publisher — data and guest posts in exchange for attribution
Attribution: “Data: jobcrawls.com” with a hyperlink — our only requirement
Exclusivity: Non-exclusive — we may partner with multiple outlets
Frequency: Weekly pulse minimum; monthly reports and guest posts as agreed
Formats: JSON, CSV, HTML chart cards, PDF infographic, or written article
Lead time: 24–48 hours for bespoke queries; weekly cadence pre-scheduled
Editorial: All publish decisions and edits remain with your team
Guest posts: Bylined to jobcrawls.com; one live link within the article

Ready to try it?

We can send a sample data package for any story angle within 48 hours — no commitment. Reach out and we will tailor the first delivery to a topic your audience cares about.

Email: jobcrawls@gmail.com

jobcrawls.com · TechTactics Oy · Finland · Data from publicly listed job postings.

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