The first Job Market Signal covers April 16 to April 30, 2026. No estimates, no purchased data, no sentiment surveys — what the postings say, counted and categorized.
For comparison, the first Market Pulse snapshot two weeks ago covered 20,590 jobs over three days. The pipeline has grown roughly fivefold since then, with three new top-tier countries entering the dataset (Sweden, Norway, and an expanded France footprint) and several patterns sharpening into clear signals.
This is what the agents saw.
Geographic shift: France takes the lead
In the first snapshot, Switzerland led with 3,714 jobs and France was a mid-pack market with 1,175. Two weeks later, France is the largest market in the dataset with 16,828 postings and Switzerland sits in third place. This is not a market shift — it is a coverage shift. France Travail came online as a primary source mid-April and now contributes 12,607 postings on its own.
Sweden and Norway are new to the top tier. Both arrived through national public employment agencies — Platsbanken and NAV respectively — and both bring exceptional salary transparency with them: 36.8% and 56.9% of postings disclose pay. That changes the European baseline in a way commercial job boards never could.
The non-European tail is small but worth noting: 55 jobs in India, 51 in Romania, 37 in Mexico, 34 in Brazil, 33 in Australia. Most of these arrive through global aggregators and remote-friendly boards. Their share is tiny but their composition is interesting — the remote-work share in Mexico (35.1%), Australia (30.3%), India (23.6%), and Brazil (23.5%) is an order of magnitude higher than anywhere in Europe.
Salary transparency: the law is catching up to the data
The EU Pay Transparency Directive must be transposed into national law by every member state by 7 June 2026 — 38 days from publication of this report. As of late April, only Slovakia has finished the work; its Equal Pay Act was adopted on 15 April and enters into force on the deadline date. Most member states have published partial drafts, several have signalled delays into 2027, and Sweden announced on 26 March that it considers the Directive too administratively burdensome and does not currently intend to submit a transposition bill.
Against that legal backdrop, here is what the postings actually say.
A few observations.
The simplest reading: where employers already disclose, they disclose more. Where they do not, the deadline alone has not changed behaviour. A reasonable hypothesis is that the next 90 days will sort the data into two clusters — markets that close the gap to France and markets that scramble at the deadline.
What is hiring
Industry distribution across the full dataset, classified using the NACE statistical framework:
Administrative & support services dominates because it captures recruitment agencies and staffing companies — the largest single bucket in any European labour-market dataset. Construction overtook health and social work since the first snapshot, climbing from 10.8% to 12.4% as France’s catalogue brought heavy construction-sector volume into the dataset. IT held steady around 12–14% across both snapshots.
Roles and how they actually look
The Extractor agent classifies each posting into a role family. Two-thirds of the dataset falls into specific families; the remainder (“Other”) is genuinely diverse — specialist titles, hybrid roles, and inventory the regex does not catch yet.
| Role family | Jobs | Avg description length | Remote / hybrid |
|---|---|---|---|
| Engineering / Dev | 12,957 | 933 chars | 11.9% |
| Healthcare / Medical | 8,609 | 1,183 chars | 4.5% |
| Management / Leadership | 5,481 | 934 chars | 6.9% |
| Trades / Technician | 4,892 | 938 chars | 1.6% |
| Sales / BD | 4,824 | 923 chars | 11.7% |
| Data / AI / Analytics | 3,765 | 849 chars | 15.0% |
| Consulting / Strategy | 3,430 | 835 chars | 12.6% |
| Project / Program Mgmt | 3,238 | 962 chars | 11.8% |
| Design / UX | 3,151 | 1,126 chars | 5.5% |
| Operations / Logistics | 3,119 | 914 chars | 3.7% |
| Finance / Accounting | 3,114 | 899 chars | 9.0% |
Data and AI roles have the highest remote share at 15.0% — by far the most location-flexible role family in the dataset. Engineering, sales, consulting, and project management cluster around 11–13%. Healthcare, trades, and operations sit at the floor.
Healthcare postings have the longest descriptions (1,183 chars on average) — clinical roles require detailed scope-of-practice language. Design and UX postings are second longest (1,126 chars), reflecting the practice of listing tool stacks and portfolio expectations in detail.
The remote-work counter-narrative
Across the full 100,793 postings:
Work-mode distribution across 19 countries, April 16–30 2026. Source: Kitsuno production crawl.
Remote actually fell slightly between the two snapshots (6.1% → 4.8%). The shift is driven by composition — France Travail, NAV, and Platsbanken are dominated by public-sector and statutory roles where onsite is the default. Even adjusting for that, remote work in European job postings is a small minority.
The geography matters: Spain (6.3%), Poland (5.1%), Canada (4.9%), the United States (7.0%), and the UK (3.4% remote / 9.9% hybrid) lead the table. Continental Europe outside Spain and Poland posts remote roles at well under 2%. Either the remote market lives on different channels, or the European posting reality is more onsite-first than the discourse suggests. Both are probably true.
The skills agents are seeing
The Extractor classifies skills against the ESCO European skills taxonomy. These are the top 15 detected across the dataset:
| Skill | Jobs |
|---|---|
| Hire human resources | 8,465 |
| Assisting with personal needs | 6,197 |
| Oversee development of software | 5,524 |
| Communicate with customers | 4,914 |
| Manage payroll | 4,236 |
| Provide technical training | 4,184 |
| Computer engineering | 4,115 |
| Handle customer requests related to cargo | 4,064 |
| Manage sales teams | 4,041 |
| Assist clients with special needs | 3,969 |
| Manage customer service | 3,857 |
| Manage engineering project | 3,757 |
| Assist in developing marketing campaigns | 3,737 |
| Improve business processes | 3,722 |
| Manage account department | 3,654 |
The single largest demand category in European job postings right now is assisting and caring — appearing in 46.4% of postings as a competency area. That is more than software development (8.0%), database/network design (7.4%), and computer use (6.6%) combined. The European care economy is not a future trend in the data; it is the dominant present.
Management skills appear in 75.1% of postings, which says less about leadership demand and more about how widely the term is used in modern descriptions. Almost any role with three or more responsibilities triggers the classifier.
Composition of the workforce being hired
The seniority distribution is heavily skewed toward mid-level roles — and gets more so as the dataset grows.
Junior roles are stubbornly rare — 1.4% of the entire dataset across 19 countries. Either entry-level openings are titled differently, posted on different channels (university boards, LinkedIn-only, Discord servers), or genuinely scarce. A directional reading: the AI-displacement debate is mostly about junior knowledge work, and there is very little junior knowledge work being publicly posted.
Mid-level roles disclose salary far more often (37.6%) than senior (25.5%) or executive (19.7%) roles. The pattern is consistent: the higher the seniority, the more discretion the employer wants in the posting. The Pay Transparency Directive applies regardless of seniority — that 19.7% executive disclosure rate is one of the figures that will move most visibly once national laws kick in.
Posting language and what it tells us
English dominates because the dataset includes the UK, US, Canada, and a large share of Swiss, Dutch, German, and Nordic postings written in English. The signal here is that even within national markets, English is the lingua franca of professional hiring — particularly in tech, finance, and any role aiming at an international applicant pool.
What we are watching for May
A few questions the May edition should be able to answer:
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Does the Directive deadline pull the laggards up? If Italy, Poland, Austria, and Spain stay flat through May 31, that is a strong signal that legal compliance does not arrive on schedule and that 7 June will produce a chaotic week of last-minute changes.
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Does the Sweden reversal show up as a transparency stall? Swedish postings are at 36.8% today — well above the European average — but driven by existing structures, not the Directive. If new postings dilute the cultural baseline, the figure will drift down rather than up.
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Does junior hiring recover? 1.4% is an alarmingly low share. Watching the absolute count of junior postings month-over-month is more informative than watching the percentage.
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Does remote hold its share? With public-sector sources continuing to add volume, 4.8% may be a temporary low point. The composition effect is real but not permanent.
The Market Pulse dashboard updates continuously. This report freezes a moment and asks what it means.
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Continuously updated dashboard. The numbers in this article come from here.
MethodologyHow we measure it →
The crawl pipeline, classification taxonomies, and what the numbers actually mean.
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Methodology: every number in this report comes from Kitsuno’s production crawl, classified by the Extractor agent using the ESCO skills taxonomy, NACE industry classification, and an internal role-family scheme. The dataset covers 100,793 unique postings collected between April 16 and April 30, 2026. The first Market Pulse report covered 20,590 postings collected April 16–18, 2026. Where the two are compared, the comparison is consistent only at the aggregate level — newer sources change the country and language mix.
For how the pipeline works, read How we measure job-market signal. For the live numbers, visit Market Pulse.