The QS World University Rankings by Subject 2026 lists 201 institutions globally in Data Science and Artificial Intelligence, spanning 37 countries and regions. The top spot belongs to the Massachusetts Institute of Technology (MIT), which holds rank 1. For prospective students choosing a program by subject, this ranking provides a snapshot of where the field’s strongest academic and research environments are concentrated — and the distribution is far from even.
Global Concentration: Where the Programs Are
The country leaderboard for this subject reveals a clear hierarchy of institutional density. The United States of America leads with 41 ranked institutions, nearly double the next country. The United Kingdom follows with 22. China (Mainland) and Australia each have 13, while India and Spain each contribute 8. Canada, Italy, and Malaysia each have 7, and Hong Kong SAR, China rounds out the top ten with 6.
These numbers matter for applicants in a practical way: a country with more ranked institutions offers more options across different score bands and rank tiers. The US alone accounts for roughly one-fifth of all ranked programs in this subject globally, which means applicants targeting the US have a wider range of selectivity levels to choose from. The UK’s 22 institutions provide a second dense cluster, while the presence of China (Mainland) and Australia at 13 each signals significant investment in this discipline outside the traditional Western hubs.
Score Distribution: A Compressed Top, Then a Long Tail
The score bands for this subject show a striking pattern. Only 11 institutions score 90 or above. The 80–89 band contains 24 institutions, and the 70–79 band contains 15. That means 50 institutions score 70 or higher — and those 50 are exactly the institutions with a published overall score. But here is the key structural fact: among the institutions with a published overall score, none scores below 70. The published overall scores cover 50 of the 201 listed institutions, and those scores sit in the 70–100 range; the remaining 151 institutions are listed with a rank or rank band but no overall score.
This compression at the top has an important implication. The difference between rank 1 and rank 50 may be a matter of a few points on the overall score, not a wide gap. For applicants, this means that institutions just outside the top 10 may have overall scores very close to those in the top 10. The ranking order is meaningful, but the score differences between adjacent tiers are small. The “long tail” that characterizes many other subjects — where scores drop off steeply after the top 50 — does not exist here. Instead, among the 50 institutions with a published overall score, every one scores 70 or above; the other 151 listed institutions have no published overall score.
Rank Bands: Where the Institutions Fall
The rank band data confirms this picture. The top 10 contains 10 institutions, as expected. The 11–20 band has 10, the 21–30 band has 10, and the 31–50 band has 20. QS publishes a rank band of 51–100 for 50 institutions and a rank band of 101–200 for 101 institutions — the largest single band. The list covers 201 institutions, and the institution at the median position has only a published rank range (101–200), so a median rank cannot be computed.
This means that a large share of ranked programs fall in the 101–200 rank band, whose institutions have only a published rank range rather than an exact rank. For applicants who are not targeting the very top, this is a substantial pool of options. The 101–200 rank band alone contains 101 institutions, while the top 50 contains 50. The practical takeaway: while the top 10 attracts the most attention, many ranked programs in this subject sit in a broad middle tier, though only the 50 institutions with a published overall score can be described by score.
The Top Ten: A Closer Look at the Indicators
The subject table for this ranking provides institution-level detail for the top programs. The table includes Academic Reputation, Employer Reputation, Citations, and Overall Score; the overall score is published only for 50 of the 201 listed institutions. For the top ten, the overall scores range from 90.4 to 98.0, with MIT at rank 1 holding the highest overall score.
The indicators tell a more nuanced story than the overall rank alone. Academic Reputation and Employer Reputation are survey-based measures that reflect how the academic and hiring communities perceive each institution. Citations reflect research impact. An institution can rank high on overall score while having a different profile across these sub-scores — for example, a program with exceptionally strong research output (high Citations) might have a slightly lower Employer Reputation score, or vice versa. Applicants who prioritize research opportunities versus industry placement should examine these sub-scores rather than relying on the overall rank alone.
What Changed and What to Watch
The 2026 edition of the QS Subject Rankings covers 60 subject rankings, with Data Science and Artificial Intelligence as one of them. The data basis date is 2026-04-03. For this subject, the global list of 201 institutions across 37 countries reflects the field’s continued expansion. The fact that no institution with a published overall score falls below 70 suggests that the discipline has matured to a point where the scored programs in the list maintain a high baseline of quality.
For applicants, the most relevant observation is the density of options in the 101–200 rank band. If you are not aiming for the top 10, you still have 50 institutions with a published overall score of 70 or above to consider, plus the remaining listed institutions that carry a rank or rank band but no overall score. The country distribution also matters: if you have a preference for a specific country, check whether that country has multiple ranked programs, because that gives you more choices within your preferred location.
Data Notes
The data in this article comes from the QS World University Rankings by Subject 2026, published by Quacquarelli Symonds (QS), with a data basis date of 2026-04-03. The ranking covers 60 subject rankings and includes sub-scores for Academic Reputation, Employer Reputation, Citations, H-index, and International Research Network. The official page is QS World University Rankings by Subject 2026
The calculation methodology for this subject: the data was taken for this subject, then grouped by country or region. Rank values use the lower-bound integer. A median rank in scope cannot be computed, because the institution at the median position has only a published rank range (101–200). The ranking covers 201 institutions globally, which is the full list for this subject; QS publishes a rank band of 101–200 for 101 of them, and no exact rank is published within that band. The score bands cover only the 50 institutions with a published overall score: 11 institutions score 90 or above, and 24 fall in the 80–89 band. The country leaderboard is limited to the top ten countries by number of ranked institutions. The subject table includes institution-level data for the top programs; the full institution-level table is provided below. The country distribution is shown in the table below.
| Subject Rank | Institution | Country/Region | Academic Reputation | Employer Reputation | Citations | Overall Score |
|---|---|---|---|---|---|---|
| 1 | Massachusetts Institute of Technology (MIT) | United States of America | 100 | 100 | 93.4 | 98 |
| 2 | Stanford University | United States of America | 96.3 | 98.3 | 96.2 | 96.4 |
| 3 | National University of Singapore (NUS) | Singapore | 99.6 | 95.8 | 93.1 | 96.2 |
| 4 | Nanyang Technological University, Singapore (NTU Singapore) | Singapore | 95.6 | 92.4 | 94 | 94 |
| 5 | Carnegie Mellon University | United States of America | 99.2 | 87.4 | 94.4 | 93.9 |
| 6 | University of California, Berkeley (UCB) | United States of America | 91.9 | 93.1 | 98.6 | 93.2 |
| 6 | University of Oxford | United Kingdom | 92 | 95.8 | 96.8 | 93.2 |
| 8 | Harvard University | United States of America | 89.9 | 99.3 | 91.5 | 92.8 |
| 9 | University of Cambridge | United Kingdom | 91.9 | 95.6 | 88.6 | 91.4 |
| 10 | Tsinghua University | China (Mainland) | 87.5 | 88.9 | 91.2 | 90.4 |
| 11 | ETH Zurich | Switzerland | 90.3 | 90.9 | 91.7 | 90.2 |
| 12 | Peking University | China (Mainland) | 86.1 | 88.3 | 91.7 | 89 |
| 13 | University of Toronto | Canada | 84.6 | 86.6 | 89.7 | 86 |
| 14 | University of California, Los Angeles (UCLA) | United States of America | 81.8 | 87.2 | 89 | 85 |
| 15 | EPFL – École polytechnique fédérale de Lausanne | Switzerland | 86.7 | 86.2 | 85.1 | 84.9 |
| 15 | Imperial College London | United Kingdom | 85.8 | 82 | 88.9 | 84.9 |
| 17 | Princeton University | United States of America | 80.4 | 86.7 | 93.1 | 84.2 |
| 18 | The University of Hong Kong | Hong Kong SAR, China | 80.9 | 83.4 | 92.8 | 83.7 |
| 19 | University of Washington | United States of America | 82.2 | 80.8 | 92.6 | 83.6 |
| 20 | Yale University | United States of America | 85.2 | 86.7 | 82.7 | 83.3 |
| Country/Region | Ranked Institutions |
|---|---|
| United States of America | 41 |
| United Kingdom | 22 |
| China (Mainland) | 13 |
| Australia | 13 |
| India | 8 |
| Spain | 8 |
| Canada | 7 |
| Italy | 7 |
| Malaysia | 7 |
| Hong Kong SAR, China | 6 |
This article is general planning information. It does not provide an official credential-equivalency, professional-registration, accreditation or admission decision. Verify current requirements directly with the relevant institution, regulator or professional body before acting.