Real-time European/Nordic labor-market signal panel

Real-time European/Nordic labor-market signal panel: weekly company-level indicators of hiring, separations/layoffs, investment events and regulatory activity, compiled from 200+ sources across 441,000 companies, with 125K+ active job postings tracked and delta signals per week (e.g. '78 signals this week; +1,234 new jobs'). Signals are categorised (Hiring / Investment / Layoff / Regulatory) and attributed to named companies (Wolt, Supercell, KONE showcased), with regional analytics and 5+ year forward projections. Delivered as a dashboard product with API access and custom reports, fronted by a 14-day trial and tiered plans including a public-sector tier with integration support and a dedicated account manager.

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Coverage

Universe, instruments and categories.

Industry: Financial Exchanges & DataHuman Capital & Employment Services
Instruments: equities
Categories

Dataset card

Type: not stated
Format: Tabular — dashboard product over a structured company-signal panel, with API access and custom report exports; trial and full access at tyomarkkinadata.fi (the product's dedicated data surface).
Volume: 441,000 companies under continuous signal monitoring, 200+ upstream sources, 125K+ active job postings, weekly signal deltas — a company-week event panel. Historical depth per company is not stated; the product claims 5+ year forward projection capability, implying a training corpus of multi-year history.
Users: Platform audience is a free employability platform for international professionals; community scale is disclosed historically at 1,605 members with 335 employed (earlier timeline year), while the labor-market-signals product is separately trial-gated. Request further research for the current paid-seat count — not published.
History: 5 years
Update frequency: not stated
Growth: Active — the 2025 timeline entries record COO and senior operations hires, migration to a proprietary community portal, grant wins, and an ongoing build-out of the data product with a live trial; the nonprofit is scaling contracted services that fund its free programs.
Launched: Organization founded ~2018-2019 (founder's prior role dated 2017-2018 in the timeline, and community milestones accumulate from ~2020); the labor-market-signals product itself is newer — ~2024-2026 (no earlier mention in the timeline; trial surface tyomarkkinadata.fi is a recent build).
Delivery: not stated
Entity mapping: not stated
Sample: not stated
Point-in-time: not stated
Licence: not stated

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