Ireland and Finland Lead the EU in STEM Graduates, and Nowhere Do Women Outnumber Men

Silver Data Lab Research Desk · Statistical analysis · Published on 17 September 2026

Data source
Eurostat
Reference period
2024
Last updated
17 September 2026

Re-checked against the source on 17 September 2026. No value in its datasets has moved between the snapshots we hold. Every revision we have observed

Key estimates

  • In 2024 the EU produced 23.0 tertiary graduates in science, mathematics, computing, engineering, manufacturing and construction for every 1,000 residents aged 20 to 29.
  • Ireland records 39.8, Finland 32.9, France 28.0, Denmark 26.5 and Austria 25.5; Luxembourg 5.6, Malta 9.7 and Cyprus 12.0 are the three lowest.
  • Men graduate in these fields at 29.7 per 1,000 and women at 15.9, and in no Member State does the female rate reach the male one.
  • In six Member States the male rate is at least twice the female one, a ratio derived from the two published rates: Spain, Belgium, Hungary, Austria, Germany and Slovakia.
  • Greece is the closest to parity: 24.4 among men against 19.2 among women, a male rate 1.27 times the female one.
Tertiary graduates in science, mathematics, computing, engineering, manufacturing and construction per 1,000 residents aged 20 to 29 in 2024: Ireland 39.8, Finland 32.9 and France 28.0 above the EU figure of 23.0, and Cyprus 12.0, Malta 9.7 and Luxembourg 5.6 below it.

Graduates measured against a generation

Eurostat counts the people who complete a tertiary degree in natural sciences, mathematics and statistics, in information and communication technologies, and in engineering, manufacturing and construction, and sets that count against the resident population aged 20 to 29. The result is a rate per 1,000 young adults: how many members of a cohort a country's universities and colleges turn into scientists, engineers and programmers each year.

For the EU in 2024 the rate was 23.0. In a generation of a thousand twenty-somethings, twenty-three graduated in a STEM field that year.

Where the rate is highest

Ireland records 39.8, the highest in the Union and the only Member State above 35. Finland follows at 32.9, France at 28.0, Denmark at 26.5, Austria at 25.5, Spain and Portugal at 24.8, Germany at 24.4 and Slovenia at 23.3. Nine Member States are above the EU figure.

Ireland's figure is flagged by Eurostat as following a definition that differs from the common one, and it is worth reading alongside the denominator: a country that attracts students from abroad graduates them against its own resident population, which raises the rate.

Where it is lowest

Luxembourg records 5.6, Malta 9.7, Cyprus 12.0, Slovakia 13.9 and Hungary 14.4, the five Member States below 15. Latvia at 15.5, Bulgaria at 17.0, Czechia and the Netherlands at 17.1, Lithuania at 17.3 and Belgium at 17.5 come next.

The three lowest are the Union's three smallest Member States, and the explanation is the mirror of Ireland's. Luxembourg, Malta and Cyprus send a large share of their students to universities abroad, where their degrees are counted in another country's numerator while they remain in their own country's denominator. The rate measures where degrees are awarded, not where graduates come from or where they go on to work.

Belgium and the Netherlands are a different case: large, well-resourced higher education systems that produce STEM graduates at roughly three quarters of the EU rate.

Men and women

Across the EU, men graduated in STEM fields at 29.7 per 1,000 and women at 15.9. In no Member State is the female rate higher than the male one, and in six the male rate is at least double: Spain, where the two rates are 35.1 and 14.0, Belgium at 24.7 and 10.1, Hungary at 20.0 and 8.5, Austria at 34.9 and 15.4, Germany at 33.3 and 14.7, and Slovakia at 18.4 and 9.1. The ratios are computed here from the published rates.

Greece is the closest to parity: 24.4 among men and 19.2 among women, a male rate 1.27 times the female one. Romania at 1.30, Estonia at 1.37 and Italy at 1.39 are the next closest ratios. In Ireland, Finland and Denmark, which lead the overall ranking, the female rates of 29.5, 23.2 and 19.6 are the three highest in the Union, and the male rates of 49.9, 41.9 and 33.1 are higher still.

Measured in points rather than ratios, the gap is widest where the overall rate is highest, at 21.1 points in Spain, 20.4 in Ireland and 19.5 in Austria, and narrowest where it is lowest, at 3.4 points in Luxembourg and 3.7 in Malta. Spain, Austria and Germany produce many engineers and few of them are women; Greece and Italy produce fewer engineers and the split is closer to even.

What a graduation rate does not measure

The rate counts degrees awarded in a year, not the stock of qualified people in the workforce, and it says nothing about whether graduates stay. A country can educate engineers for its neighbours, as Ireland partly does, or import them, as Luxembourg does. It also treats a short-cycle diploma and a doctorate alike, since both are tertiary degrees.

Tertiary graduates in STEM fields per 1,000 residents aged 20-29, 2024

EU average 23.0Ireland — 39.8 graduates per 1,000 · Gap to EU average +16.8 (percentage points, derived)Ireland39.8Finland — 32.9 graduates per 1,000 · Gap to EU average +9.9 (percentage points, derived)Finland32.9France — 28.0 graduates per 1,000 · Gap to EU average +5.0 (percentage points, derived)France28.0Cyprus — 12.0 graduates per 1,000 · Gap to EU average −11.0 (percentage points, derived)Cyprus12.0Malta — 9.7 graduates per 1,000 · Gap to EU average −13.3 (percentage points, derived)Malta9.7Luxembourg — 5.6 graduates per 1,000 · Gap to EU average −17.4 (percentage points, derived)Luxembourg5.6144graduates per 1,000axis does not start at zero
Tertiary graduates in STEM fields per 1,000 residents aged 20-29, 2024
Countrygraduates per 1,000Gap to EU averagepercentage points, derived
Ireland39.8d+16.8
Finland32.9+9.9
France28.0+5.0
European Unionaggregate23.0
Cyprus12.0−11.0
Malta9.7−13.3
Luxembourg5.6−17.4

Flags carried by the source on these values: d definition differs

Tertiary graduates in STEM fields per 1,000 residents aged 20-29, 2024. Three highest and three lowest EU Member States, with the EU aggregate for reference. The gap column is derived by Silver Data Lab from the two published values and is not itself published by the source. Source: Eurostat, educ_uoe_grad04. Ireland's figure is flagged by Eurostat as following a definition that differs from the common one. Degrees are counted in the country that awards them.

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Female tertiary graduates in STEM fields per 1,000 women aged 20-29, 2024

EU average 15.9Ireland — 29.5 graduates per 1,000 · Gap to EU average +13.6 (percentage points, derived)Ireland29.5Finland — 23.2 graduates per 1,000 · Gap to EU average +7.3 (percentage points, derived)Finland23.2Denmark — 19.6 graduates per 1,000 · Gap to EU average +3.7 (percentage points, derived)Denmark19.6Hungary — 8.5 graduates per 1,000 · Gap to EU average −7.4 (percentage points, derived)Hungary8.5Cyprus — 8.5 graduates per 1,000 · Gap to EU average −7.4 (percentage points, derived)Cyprus8.5Malta — 7.5 graduates per 1,000 · Gap to EU average −8.4 (percentage points, derived)Malta7.5Luxembourg — 3.9 graduates per 1,000 · Gap to EU average −12.0 (percentage points, derived)Luxembourg3.9133graduates per 1,000axis does not start at zero
Female tertiary graduates in STEM fields per 1,000 women aged 20-29, 2024
Countrygraduates per 1,000Gap to EU averagepercentage points, derived
Ireland29.5d+13.6
Finland23.2+7.3
Denmark19.6+3.7
European Unionaggregate15.9
Hungary8.5−7.4
Cyprus8.5−7.4
Malta7.5−8.4
Luxembourg3.9−12.0

Flags carried by the source on these values: d definition differs

Female tertiary graduates in STEM fields per 1,000 women aged 20-29, 2024. Three highest and four lowest EU Member States, Cyprus and Hungary tying at 8.5, with the EU aggregate for reference. The gap column is derived by Silver Data Lab from the two published values and is not itself published by the source. Source: Eurostat, educ_uoe_grad04. The male rate is 29.7 for the EU as a whole, and higher than the female rate in every Member State.

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Every Member State for this indicator+

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What these figures cannot tell you

Degrees are counted where they are awarded
The numerator is graduates of a country's own institutions; the denominator is its resident population aged 20 to 29. A country with many students from abroad scores high and a country whose students study abroad scores low, independently of how many of its own young people qualify in these fields.
Two figures carry Eurostat flags
Ireland's rates are flagged as following a definition that differs from the common one, and Poland's as differing and estimated. Both are used as published and the flags are noted here.
The gender ratio is derived
Eurostat publishes rates for men and women separately. The ratio of the male rate to the female rate is computed by Silver Data Lab and labelled as derived wherever it appears.
All tertiary levels together
The rate covers every tertiary level, from short-cycle diplomas to doctorates. Countries differ in how much of their STEM education sits at each level, and a country with many short vocational tertiary programmes counts them in the same way as one whose graduates hold master's degrees.

Frequently asked questions

How many STEM graduates does the EU produce?
23.0 per 1,000 residents aged 20 to 29 in 2024, counting every tertiary degree in natural sciences, mathematics and statistics, information and communication technologies, and engineering, manufacturing and construction.
Which EU country produces the most STEM graduates?
Ireland, at 39.8 per 1,000 residents aged 20 to 29 in 2024, followed by Finland at 32.9 and France at 28.0. Ireland's figure carries a Eurostat flag for a differing definition and is raised by the students it attracts from abroad.
Why are Luxembourg, Malta and Cyprus so low?
Because the rate counts degrees where they are awarded. The three smallest Member States send many of their students to universities abroad, so those graduates are counted in another country's numerator while remaining in their own country's population. Luxembourg records 5.6, Malta 9.7 and Cyprus 12.0.
Is there an EU country where more women than men graduate in STEM?
No. Across the EU the rates are 29.7 for men and 15.9 for women, and the male rate is higher in all 27 Member States. Greece is closest to parity, at 24.4 against 19.2; in Spain, Belgium, Hungary, Austria, Germany and Slovakia the male rate is at least twice the female one.

Methodological note

Eurostat publishes the number of tertiary graduates in the fields of natural sciences, mathematics and statistics, information and communication technologies, and engineering, manufacturing and construction, per 1,000 of the resident population aged 20 to 29, drawing on the joint UNESCO, OECD and Eurostat education data collection for the graduates and on Eurostat's population statistics for the denominator.

This study uses the 2024 figures for all tertiary levels together, for the total population and separately for men and women, across all 27 Member States and the EU aggregate. The reference year is the academic year ending in 2024.

The ratio between the male and female rates, the difference between them in points, the counts of Member States above the EU figure and below 15, and the statement that no Member State's female rate exceeds its male one are made by Silver Data Lab from the published rates and labelled as derived. Rates are quoted as published, to one decimal place.

Source data

The underlying series can be inspected and re-downloaded from the Eurostat data browser. The filters below are the ones applied.

  • Graduates in tertiary education, in science, mathematics, computing, engineering, manufacturing and construction, by sex - per 1000 of population aged 20-29

    educ_uoe_grad04

    Filters applied:
    freq=A · unit=P_THAB · isced11=ED5-8 · sex=T, M, F · time=2024
    Extracted:
    2026-09-17
    Source last updated:
    2026-07-17

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How to cite

Record the vintage as well as the study: the figures on this page are the ones extracted on the dates below.

Silver Data Lab Research Desk (2026). Ireland and Finland Lead the EU in STEM Graduates, and Nowhere Do Women Outnumber Men. Silver Data Lab, published 17 September 2026, last updated 17 September 2026. https://www.silverdatalab.com/studies/stem-graduates-in-the-eu

  • Data: Eurostat, Graduates in tertiary education, in science, mathematics, computing, engineering, manufacturing and construction, by sex - per 1000 of population aged 20-29 (educ_uoe_grad04), filters freq=A, unit=P_THAB, isced11=ED5-8, sex=T, M, F, time=2024; extracted 2026-09-17; source last updated 2026-07-17. https://doi.org/10.2908/educ_uoe_grad04

Silver Data Lab's analysis is licensed CC BY 4.0. The statistics remain their publisher's and keep its terms of reuse.

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