We gathered 194,482 of the world's digital leaders across 160 countries - and looked at what their jobs reveal about where different kinds of talent gather.
- 194,482Profiles
- 160Countries
- 9World regions
- 20Job families
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It begins with a number
Every map of "digital talent" starts with one. Ours is 194,482 working professionals - drawn from 213,732 profiles, reaching into 160 countries.
But a headcount is the dullest thing about them. What matters is what they do - and where each kind of talent gathers.
from 213,732 career profiles scraped - the ones with a current job on file
- 160countries
- 9regions
- 20job families
What the pool is made of
Two forces lead the pool: engineering & technology (26%) and leadership & founders (26%), with data & AI close behind (16%) - three of the seven broad groups our 20 job families roll up into.
This is our starting point. Everything else is compared to it.
- Engineering & Technology 26.4%
- Leadership & Founders 26.1%
- Data & AI 16.3%
- Business & Ops 15.8%
- Other 15.4%
The question this article asks
To read the map, this article asks one thing of every place: not "where are the most people", but "what is it particularly good at?" For each country we take the slice of its talent in a job and compare it to the world's slice.
Finance is about 3% of talent worldwide. In Hong Kong it's closer to 14% - five times the concentration. That gap is a signature, and it's what the rest of this story is built on.
- Worldwide3%
- Hong Kong14%
Finance is about 5× more concentrated in Hong Kong than in the world.
Concentration
The world, by what it's best at
Every country is coloured by its world region. Hover or tap any country to see the three job functions it is most concentrated in - what its digital workforce actually does - versus the global average. This is share-inside-the-place, so big and small countries are read the same way. Seniority and founder density are a separate question, shown lower down.
Data: top 3 job specialisations for 49 countries and 9 regions
Each figure is a concentration: the share of the place's talent in a job family divided by that job family's share of the whole pool - the same yardstick as the cards below. Only job functions are listed: founders, executives, general managers and students are covered in the seniority section. 1.00× is the world average. A country needs at least 300 profiles to appear, and a job function at least 30 people in that country to be ranked. Every country shows three functions: where fewer than three reach 30 people, the list is completed with the country's largest remaining functions, so a figure can sit at or below 1.00× (Qatar, for example, has no strongly concentrated function).
| Country | Region | Profiles | Top specialisation | 2nd | 3rd |
|---|---|---|---|---|---|
| United Arab Emirates | Middle East | 2,366 | Data & AI 1.76× | Data & analytics 1.67× | Sales & BD 1.33× |
| Argentina | Latin America | 2,916 | Security 2.18× | Project delivery 1.57× | Design 1.43× |
| Australia | Oceania | 4,123 | Security 1.38× | Data & analytics 1.36× | Consulting 1.33× |
| Austria | Western Europe | 1,723 | Project delivery 2.15× | Product 1.51× | Consulting 1.44× |
| Belgium | Western Europe | 2,353 | Project delivery 3.02× | Consulting 2.06× | Operations 1.51× |
| Brazil | Latin America | 13,777 | Data & analytics 1.54× | Software eng. 1.30× | Product 1.08× |
| Canada | North America | 5,768 | Research 1.51× | Data & AI 1.36× | Data & analytics 1.34× |
| Switzerland | Western Europe | 1,988 | Research 1.65× | Data & AI 1.40× | Consulting 1.29× |
| Chile | Latin America | 2,322 | Data & analytics 1.33× | Finance 1.30× | Consulting 1.08× |
| China | Asia | 11,646 | Finance 1.70× | Research 1.54× | Sales & BD 1.51× |
| Colombia | Latin America | 3,604 | Project delivery 1.36× | Data & analytics 1.31× | Operations 1.17× |
| Czechia | Eastern Europe | 663 | Product 1.64× | Other eng. 1.13× | Software eng. 1.03× |
| Germany | Western Europe | 5,225 | HR & talent 1.62× | Data & AI 1.52× | Consulting 1.35× |
| Denmark | Western Europe | 2,184 | Project delivery 2.07× | Consulting 1.77× | Operations 1.60× |
| Egypt | North Africa | 3,338 | Data & AI 1.88× | Software eng. 1.80× | Data & analytics 1.66× |
| Spain | Western Europe | 3,980 | Data & AI 1.78× | Data & analytics 1.60× | Project delivery 1.49× |
| Finland | Western Europe | 1,858 | Operations 1.85× | Sales & BD 1.61× | Research 1.54× |
| France | Western Europe | 5,710 | Consulting 2.15× | Data & AI 1.59× | Data & analytics 1.52× |
| United Kingdom | Western Europe | 6,636 | Data & AI 1.33× | Research 1.21× | Finance 1.13× |
| Greece | Western Europe | 397 | Data & analytics 3.30× | Data & AI 2.46× | Software eng. 1.25× |
| Hungary | Eastern Europe | 647 | Consulting 1.85× | Other eng. 1.23× | Data & AI 1.03× |
| Indonesia | Asia | 1,090 | Marketing 2.94× | Design 2.55× | Product 1.45× |
| India | Asia | 18,352 | Software eng. 1.74× | HR & talent 1.41× | Other eng. 1.22× |
| Ireland | Western Europe | 2,887 | Finance 1.73× | Sales & BD 1.39× | Operations 1.33× |
| Israel | Middle East | 4,971 | Software eng. 2.29× | Product 1.51× | Security 1.28× |
| Italy | Western Europe | 3,199 | Project delivery 3.15× | Consulting 1.72× | HR & talent 1.71× |
| Japan | Asia | 4,642 | HR & talent 1.85× | Finance 1.75× | Research 1.71× |
| Kenya | Sub-Saharan Africa | 685 | Data & analytics 2.24× | Other eng. 1.24× | Data & AI 1.17× |
| South Korea | Asia | 3,285 | Research 2.57× | Sales & BD 1.54× | Consulting 1.23× |
| Luxembourg | Western Europe | 577 | Finance 3.86× | Consulting 1.87× | Marketing 1.44× |
| Morocco | North Africa | 1,138 | Data & analytics 2.43× | Software eng. 1.97× | Data & AI 1.59× |
| Mexico | Latin America | 5,265 | Operations 1.84× | Project delivery 1.43× | Marketing 1.25× |
| Malaysia | Asia | 477 | Data & analytics 1.67× | Software eng. 1.18× | Data & AI 0.85× |
| Nigeria | Sub-Saharan Africa | 1,019 | Design 2.73× | Product 1.83× | Marketing 1.59× |
| Netherlands | Western Europe | 3,150 | Consulting 1.62× | Data & AI 1.35× | Operations 1.22× |
| Norway | Western Europe | 914 | Operations 2.21× | Consulting 1.65× | Sales & BD 1.57× |
| Pakistan | Asia | 938 | Marketing 1.97× | Software eng. 1.41× | Sales & BD 1.40× |
| Peru | Latin America | 1,412 | Data & analytics 2.13× | Finance 1.20× | Product 1.07× |
| Philippines | Asia | 329 | Data & analytics 1.79× | Software eng. 1.49× | Data & AI 0.78× |
| Poland | Eastern Europe | 2,266 | Project delivery 1.77× | Product 1.26× | Software eng. 1.14× |
| Portugal | Western Europe | 2,093 | Design 1.80× | Consulting 1.62× | Project delivery 1.59× |
| Romania | Eastern Europe | 802 | Software eng. 2.94× | Data & AI 0.96× | Data & analytics 0.93× |
| Saudi Arabia | Middle East | 3,511 | Security 2.94× | Finance 2.27× | Legal 2.18× |
| Sweden | Western Europe | 1,294 | Data & AI 1.39× | Other eng. 1.37× | Data & analytics 1.18× |
| Turkey | Middle East | 2,061 | Data & AI 2.00× | Software eng. 1.51× | Data & analytics 1.16× |
| Ukraine | Eastern Europe | 343 | Software eng. 2.25× | Data & AI 1.29× | Data & analytics 1.04× |
| United States | North America | 28,182 | Software eng. 1.35× | Research 1.33× | Legal 1.22× |
| South Africa | Sub-Saharan Africa | 2,175 | Finance 1.52× | Data & analytics 1.49× | Software eng. 1.23× |
| Qatar | Middle East | 303 | Data & analytics 1.01× | Data & AI 0.96× | Software eng. 0.67× |
| Region | Top specialisation | 2nd | 3rd |
|---|---|---|---|
| North Africa | Data & analytics 1.83× | Software eng. 1.81× | Data & AI 1.79× |
| Sub-Saharan Africa | Data & analytics 1.54× | Design 1.31× | Operations 1.14× |
| Western Europe | Consulting 1.47× | Project delivery 1.44× | Data & AI 1.24× |
| Asia | HR & talent 1.45× | Finance 1.19× | Research 1.13× |
| Oceania | Data & analytics 1.40× | Security 1.36× | Consulting 1.28× |
| North America | Research 1.36× | Software eng. 1.31× | Legal 1.24× |
| Latin America | Data & analytics 1.34× | Project delivery 1.09× | Design 1.08× |
| Middle East | Security 1.60× | Software eng. 1.33× | Data & AI 1.28× |
| Eastern Europe | Project delivery 1.60× | Security 1.45× | Software eng. 1.33× |
Why 49 countries: the map uses the same rule as the cards below - a country needs at least 300 profiles, and a job function at least 30 people in that country, so that every figure rests on enough people. 51 countries qualify; Hong Kong and Singapore are too small to draw at this scale, so they appear in the cards only. The full dataset covers 160 countries.
Patterns across the map
Europe's delivery belt
Italy, Belgium, Austria and Denmark all run 2-3× on project delivery, and most also over-index on consulting - a band of managed-services economies.
Emerging markets build and create
Nigeria, Indonesia, Turkey and Pakistan lead on founders, design and marketing - the entrepreneurial, creative end.
Small territories corner finance
Hong Kong (4.9×) and Luxembourg (3.9×) have the highest concentration of finance talent in the dataset, with Saudi Arabia (2.3×) next.
What people do - 3 countries where each function beats the world average
Software eng.
software engineer, devops engineer, full-stack developer
- Romania2.9×
- Israel2.3×
- Ukraine2.2×
Data & AI
data scientist, machine learning engineer, AI engineer
- Greece2.5×
- Turkey2.0×
- Egypt1.9×
Data & analytics
data engineer, data analyst, analytics engineer
- Greece3.3×
- Morocco2.4×
- Kenya2.2×
Finance
CFO, quantitative analyst, investment-banking VP
- Hong Kong4.9×
- Luxembourg3.9×
- Saudi Arabia2.3×
Cybersecurity
CISO, cybersecurity engineer, security analyst
- Saudi Arabia2.9×
- Argentina2.2×
- Australia1.4×
Design
product designer, creative director, head of design
- Nigeria2.7×
- Indonesia2.5×
- Portugal1.8×
Marketing
head of marketing, marketing manager, content creator
- Indonesia2.9×
- Pakistan2.0×
- Nigeria1.6×
Product
product manager, head of product, product owner
- Nigeria1.8×
- Czechia1.6×
- Austria1.5×
Consulting
consultant, senior consultant, advisor
- France2.1×
- Belgium2.1×
- Luxembourg1.9×
Project delivery
project manager, program manager, technical program manager
- Italy3.1×
- Belgium3.0×
- Austria2.1×
Research
research assistant, applied scientist, researcher
- South Korea2.6×
- Japan1.7×
- Switzerland1.6×
Operations
head of operations, operations manager, COO
- Norway2.2×
- Finland1.9×
- Mexico1.8×
Sales & BD
business development manager, account executive, sales manager
- Finland1.6×
- Singapore1.6×
- Norway1.6×
HR & talent
CHRO, HR business partner, talent-acquisition specialist
- Japan1.9×
- Italy1.7×
- Germany1.6×
Legal
general counsel, legal counsel, compliance officer
- Saudi Arabia2.2×
- Japan1.7×
- Canada1.3×
Other eng.
founding engineer, enterprise architect, solutions architect
- Singapore1.4×
- Sweden1.4×
- Belgium1.3×
Seniority
Full of bosses, or full of builders
Two places can hold the same talent and feel completely different - one stacked with founders and executives, another humming with hands-on specialists. This is a separate map, drawn from each person's current level, not their job. Worldwide, about 1 in 9 are founders or C-level, and nearly half are hands-on individual contributors.
The seniority ladder, region by region
Data: seniority mix by region (% of each region's professionals)
| Region | Interns | Specialists / ICs | Seniors | Managers | Directors & heads | VPs & partners | C-level | Founders |
|---|---|---|---|---|---|---|---|---|
| Western Europe | 1% | 44% | 8% | 11% | 15% | 7% | 7% | 7% |
| Asia | 1% | 43% | 9% | 12% | 12% | 12% | 5% | 5% |
| Latin America | 0% | 44% | 12% | 13% | 14% | 6% | 7% | 5% |
| Eastern Europe | 0% | 48% | 10% | 11% | 13% | 4% | 7% | 5% |
| Oceania | 1% | 52% | 11% | 8% | 13% | 5% | 6% | 5% |
| North America | 2% | 52% | 10% | 7% | 7% | 9% | 5% | 8% |
| Middle East | 1% | 54% | 10% | 9% | 9% | 7% | 5% | 6% |
| Sub-Saharan Africa | 1% | 59% | 7% | 9% | 9% | 2% | 6% | 7% |
| North Africa | 1% | 77% | 8% | 5% | 3% | 1% | 2% | 3% |
Every rung of the ladder - where each level concentrates
Founders
5.8% of the pool
- Bangladesh2.3×
- Turkey2.1×
- Nigeria1.9×
C-level executives
5.8% of the pool
- South Korea2.7×
- Norway2.7×
- Bangladesh1.9×
VPs & partners
8.1% of the pool
- Hong Kong3.8×
- Luxembourg3.6×
- Japan2.4×
Directors & heads
11.5% of the pool
- Norway2.1×
- Austria2.0×
- Hong Kong1.8×
Managers
10.3% of the pool
- Belgium1.9×
- Chile1.7×
- Italy1.6×
Senior specialists
9.6% of the pool
- Sri Lanka2.5×
- New Zealand1.7×
- Ukraine1.7×
Specialists / ICs
47.6% of the pool
- Morocco1.8×
- Jordan1.7×
- Romania1.6×
Interns & trainees
1.2% of the pool
- United States2.3×
- Pakistan2.1×
- Germany1.9×
Patterns in the ladder
North Africa is all builders
77% of its professionals are hands-on specialists, with the thinnest leadership layer on the map - almost no managers or executives.
Founders cluster in emerging markets - but not only
Bangladesh, Turkey and Nigeria over-index ~2× on founders. Yet North America still holds the largest share of founders of any region (8% of its talent) - a bigger base, just less concentrated.
Finance capitals run on VPs
Hong Kong (3.8×) and Luxembourg (3.6×) are stacked with vice-presidents and partners - the seniority signature of a financial centre.
Asia tilts senior
South Korea leads on C-level, while Hong Kong and Japan carry the deepest VP and partner tiers - established leadership, not early-career talent.
Where the young are
Now, young talent - measured as a share of each region, never a raw count. It clusters heavily in a few places.
North Africa stands out: 39% of its professionals are early-career, over 4× the world average. Asia and Sub-Saharan Africa also skew young; the West and Latin America are the most senior.
- North Africa39%
- Asia14%
- Sub-Saharan Africa12%
- Middle East11%
- North America7%
- Eastern Europe6%
- Western Europe5%
- Oceania5%
- Latin America3%
Dashed line = world average, 8.7%.
They all do the same work
Wherever the young are, they do the same handful of jobs. Software engineering comes first everywhere - from a quarter to over half of each region's early-career talent - followed by data and AI.
The mix barely changes from one region to the next.
Data: early-career talent by job family (% of each region's early-career talent)
| Region | Software engineering | Data & analytics | Data & AI | Everything else |
|---|---|---|---|---|
| North Africa | 47% | 19% | 19% | 15% |
| Asia | 51% | 12% | 8% | 29% |
| Sub-Saharan Africa | 36% | 21% | 10% | 33% |
| Middle East | 40% | 17% | 17% | 26% |
| North America | 47% | 7% | 9% | 37% |
| Eastern Europe | 54% | 10% | 12% | 24% |
| Western Europe | 25% | 14% | 23% | 38% |
| Oceania | 35% | 18% | 17% | 30% |
| Latin America | 43% | 17% | 12% | 28% |
One shared language
Zoom from families to exact titles and it's starker still: software engineer is the number-one entry title in every region, followed by data analyst, data engineer and data scientist.
Careers begin in one language, and only branch into local specialisms as people climb.
- Software engineer#1 in every region
- Data analysttop 6 in every region
- Data engineertop 6 in every region
- Data scientisttop 6 in every region
In closing
There isn't one map of talent. There are many.
Look long enough and the flat idea of "digital talent" dissolves into something richer. Western Europe advises and consults; Asia leads, manages and hires; and across Africa, Latin America and the Gulf, talent leans into data and into building things from scratch. No country is the centre - each is simply the most itself.
Zoom in and those leanings sharpen into signatures. Finance pools in Hong Kong and Luxembourg. Engineering runs deep in Romania, Israel and Ukraine. And founders gather where you would least expect them - Lagos, Jakarta, Istanbul.
The youngest talent writes the clearest line of all. It gathers most densely in North Africa and Asia, and wherever it lands it speaks the same first language - software, then data - before picking up the accent of its region.
None of it comes from counting heads. It comes from asking a better question of every place on the map: not how many, but what are you for.
Driving employability · Digital Leaders 2026
The authors of the study

Victoire Chacon
Data Journalist
Table of contents
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