← ResearchTransparency

Open data.

Members in work, countries, languages and skills, live from our database.

Employability outcomes
2,206Members in workEmployed this month, per our records
€6.6MSalaries paid per month (estimate)Estimate: members in work × €3,000
€2.5MTaxes and contributions per month (estimate)Estimate: 38.5% of salaries
€363Cost per employed person (estimate)Estimate: €800K funding so far / members in work
4,258Community membersFrom 125 countries
How we count
Employment

Employment trends

Quarterly employment outcomes over time.Quarterly

Members in workAt the end of each quarter

The dashed line marks Q3 2026, the first quarter of live tracking (from July 2026). Earlier points come from our tracking sheets. See changes in how we count.

Salaries and taxes, estimatedPer month, at the end of each quarter. Estimate: members in work × €3,000, taxes and contributions 38.5% of that.

These are estimates, not measured salaries. See how we count.

Community

Community

Members with a portal profile.

4,258Community membersMembers with a portal profile
125CountriesCountries of origin
89LanguagesLanguages spoken
25Skills trackedTop member-claimed skills
Total members over timeLiveCumulative community growth
New members per monthLiveContacts added to the network
Skills

Top skills

Most common skills our members claim on their profiles. For the skills employers ask for, see the Future Skills Radar.

  1. Data Analysis1,014
  2. Project Management988
  3. Content Creation727
  4. Market Research685
  5. Customer Service683
  6. Team Collaboration559
  7. Event Coordination554
  8. Process Improvement530
  9. Digital Marketing520
  10. Customer Support515
  11. Team Management508
  12. Campaign Management499
  13. Project Coordination491
  14. Networking471
  15. Marketing467
Research

The job market behind these numbers

Our numbers show where members end up. Our research shows what employers ask for, with data from tyomarkkinadata.fi, which Herizon built.

Monthly report

Labor market report

What job postings ask for, from international, startup and remote job boards: skills, professions and hiring, read for international talent in Finland. Published early each month.

Skills radar

The skills employers ask for

Skills in demand, rising skills, skills that appear together, and the professions job postings ask for, from international, startup and remote job boards.

Studies

Published studies

Surveys and analyses we ran ourselves and with partners, published in full.

Geographic distribution

128 countries represented
  1. 1Finland688
  2. 2India276
  3. 3Sri Lanka188
  4. 4Russia185
  5. 5Vietnam181
  6. 6Bangladesh146
  7. 7Nepal138
  8. 8Pakistan129
  9. 9China89
  10. 10Iran71

1,033 contacts did not provide country of origin

Languages

89 languages spoken
  1. 1English3,944
  2. 2Finnish1,653
  3. 3Russian491
  4. 4Hindi455
  5. 5Spanish308
  6. 6French281
  7. 7Swedish232
  8. 8German218
  9. 9Urdu218
  10. 10Vietnamese197
Employers

Companies

Where community members work right now.Live For hiring trends in the wider job market, read the monthly labor market report.

  • Aalto
  • Aalto Satellites
  • Aalto University
  • ABB
  • Åbo Akademi University
  • Accenture
  • Agentic AI
  • Aibidia
  • Aiven
  • ALM Partners
  • Arcada studerandekår - ASK
  • Arcada University of Applied Sciences
  • Aurora Live
  • Avidly
  • Avolta
  • BaseN
  • Basware
  • BIDV (Bank for Investment and Development of Vietnam)
  • BLOMR
  • Bloom Finland
  • Blue Road Academy
  • Boa & Bim Oy
  • Bolt
  • Bosch Rexroth
  • Calori
  • Capgemini
  • Centria University of Applied Sciences
  • Cleaning of hotel rooms, bathrooms, floors, kitchens, etc.
  • CoolGames
  • CyberCoach
  • Dash
  • Deloitte
  • Demande Oy
  • Demola
  • Duuniexpo
  • Eezy Henkilöstöpalvelut
  • eMabler, Open EV Charging Platform
  • Emmy Clothing Company
  • Enfuce
  • Epassi
  • Ericsson
  • ESN Vaasa
  • Espoon kaupunki
  • European Chemicals Agency
  • ExecutESG
  • EY
  • FA Solutions
  • Fazer
  • Finago Group
  • Finnair
  • Finnish Red Cross
  • Fiskars Group
  • Fiverr
  • Flovi
  • Foodora
  • Fortum
  • Fundis Application
  • Futurice
  • Futuuri
  • Google
  • Haaga-Helia
  • Haaga-Helia University of Applied Sciences
  • Haiilo
  • Häme University of Applied Sciences, HAMK
  • HAMK
  • Hanken & SSE Executive Education
  • Hanken School of Economics
  • Helsingin kaupunki
  • hera
  • Herizon
  • Hiab
  • Hive Helsinki
  • Hotel U14
  • Hoxhunt
  • HSBC
  • Huawei
  • Hyperion Robotics
  • IBM
  • ICEYE
  • Ignite
  • IKEA
  • Inhouse Partners
  • Integrify
  • Intero Integration
  • INTO SCHOOL
  • Inven
  • InVideo.io
  • JAMK University of Applied Sciences
  • Joblink Oy
  • Junction
  • JUSTICE4.0
  • Karelia University of Applied Sciences
  • Kemira
  • Kempower
  • KONE
  • Konecranes
  • Kulttuurikeskus Ninho ry
  • LAB University of Applied Sciences
  • Laurea University of Applied Sciences
  • Lidl Suomi
  • LUT University
  • Lyyti
  • McDonald's
  • McKinsey & Company
  • Medium
  • MentalGrowth Ltd
  • Meridian
  • Metropolia
  • Metropolia University of Applied Sciences
  • Metso
  • Microsoft
  • MinnaLearn
  • Mirka
  • Moniheli - Network of Multicultural Associations
  • N-Clean
  • Nebius
  • NexPath
  • no
  • Nokia
  • Nordea
  • Nordhealth
  • Nordic Business Forum
  • One Click LCA
  • OP Financial Group
  • Outlier
  • Pilke päiväkodit Oy
  • Pincho Nation
  • Posti Group Oyj
  • Preply
  • PromoTek
  • QOCO Systems Ltd
  • Qt Group
  • Qutwo
  • REACHLaw
  • RELEX Solutions
  • ReOrbit
  • Restel Oy
  • Revolut
  • Ritchie Bros.
  • Rovio
  • RTK-Palvelu Oy
  • Saga Furs Oyj
  • Salesforce
  • ServiceNow
  • Seure Henkilöstöpalvelut Oy
  • Shook Digital oy
  • Sievo
  • SISUiQ
  • SLIIT
  • Slush
  • Smartly.io
  • SOL
  • StaffPoint Oy
  • START Helsinki
  • Startup Refugees
  • Stream Telecom
  • Superhood Oy
  • Supermetrics
  • Swappie
  • Tampere University
  • Tata Consultancy Services
  • Teknos
  • TELUS Digital
  • TELUS International AI Data Solutions
  • Tempo Software
  • The Shortcut
  • The SPLASH!
  • Treon
  • Tribe Tampere
  • Turun yliopisto - University of Turku
  • University of Eastern Finland
  • University of Helsinki
  • University of Jyväskylä
  • University of Oslo
  • University of Oulu
  • University of Vaasa
  • UPM
  • Upwork
  • Vaasan ammattikorkeakoulu VAMK University of Applied Sciences
  • Vaisala
  • Valmet
  • Veikkaus Oy
  • Verda
  • Vesko
  • VTT
  • Wärtsilä
  • wednesday.
  • WithSecure
  • Wolt
  • XES Helsinki
  • Yale University
  • Yandex
  • Yousician
  • Zalando
  • Zefort
  • 任拓数据科技
Method

How we count

  • Members in work: members with an employment record that covers this month and says employed. Records come from Herizon's own employment tracking sheets, automated web search checks, the work experience members add to their profiles, members' self-reports in the portal. Internship placements through the Herizon Internship Program are recorded as internships and are not counted as in work. The total still rests largely on records imported from our tracking sheets, and a member's record is refreshed only when it is checked again.
  • Started a job after being unemployed: members whose records show a job that started in the last full quarter and an earlier period of unemployment that ended before it, at any time. Members whose first record already says employed are not counted.
  • Salaries (estimate): members in work this month × €3,000, the average monthly salary we assume per employed member. We do not collect individual salaries.
  • Taxes and contributions (estimate): 38.5% of the estimated salaries, a European average rate for income tax and social security contributions.
  • Cost per employed person (estimate): about €800K of funding to date divided by members in work this month.
  • Community members: people with a Herizon portal profile.
  • Countries: countries of origin that members gave when they joined.

Changes in how we count

  • 2024 to April 2026: we kept employment outcomes in our own tracking sheets, one per month or quarter. Points before mid-2026 show what the sheets recorded, not continuous monitoring.
  • May 2026: we imported the sheets into our database, about 8,100 records from 2024, 2025 and the first quarter of 2026.
  • July 2026: live tracking starts. Records now come from four sources: an automated monthly check (a web search of each member's public LinkedIn profile, read by a language model; high-confidence matches are saved automatically and a person reviews the rest), members' self-reports in the portal, the work experience members add to their profiles, and internship placements through the Herizon Internship Program (these are recorded as internships and are not counted as in work). The automated check never overwrites manual records or self-reports.
  • What this means: from April to June 2026 almost no members show up as starting a job. Nobody was checking during the switch; it does not mean nobody was hired. From July 2026 on, the movement (members who started a job) is the most reliable signal. The total in work still rests largely on the imported sheets.

All numbers on this page come live from our database and refresh every hour.

Data access

Need the raw data?

Researchers, policymakers, and partners can request access to anonymized datasets for academic research or policy work.