Top countries by skill proficiency
1
2
3
4
5
Business
Data Science
Technology
Switzerland
100%
100%
100%
Business
Data Science
Technology
Business
Data Science
Technology
Business
Data Science
Technology
Business
Data Science
Technology
Global
Asia Pacific
Europe
Latin America and the Caribbean
Middle East and North Africa
North America
Sub-Saharan Africa
Data in report
Top 5 Country
No Data
Explore leading countries by region
Discover the top five global and regional leaders in business, technology, and data science skills among 100+ countries supported by Coursera.*
Switzerland
Global Rank: 1
Business
Women Learners
GenAI Enrollment
Prof Cert* Enrollment
Data Science
Technology
100%
43%
100%
+2,918% YoY
100%
+11% YoY
Japan
Global Rank: 2
Business
Women Learners
GenAI Enrollment
Prof Cert* Enrollment
Data Science
Technology
96%
36%
99%
+2,222% YoY
99%
+8% YoY
Netherlands
Global Rank: 4
Business
Women Learners
GenAI Enrollment
Prof Cert* Enrollment
Data Science
Technology
95%
42%
98%
+2,352% YoY
95%
+61% YoY
Germany
Global Rank: 3
Business
Women Learners
GenAI Enrollment
Prof Cert* Enrollment
Data Science
Technology
93%
40%
97%
+1,620% YoY
96%
+39% YoY
France
Global Rank: 5
Business
Women Learners
GenAI Enrollment
Prof Cert* Enrollment
Data Science
Technology
97%
43%
94%
+1,913% YoY
97%
+29% YoY
Japan
96%
99%
99%
Netherlands
95%
98%
95%
Germany
93%
97%
96%
France
97%
94%
97%
South Korea
Global Rank: 16
Business
Women Learners
GenAI Enrollment
Prof Cert* Enrollment
Data Science
Technology
76%
38%
93%
+864% YoY
78%
+14% YoY
Hong Kong
Global Rank: 13
Business
Women Learners
GenAI Enrollment
Prof Cert* Enrollment
Data Science
Technology
88%
44%
91%
+1,852% YoY
83%
+44% YoY
Singapore
Global Rank: 12
Business
Women Learners
GenAI Enrollment
Prof Cert* Enrollment
Data Science
Technology
91%
45%
87%
+1,908% YoY
91%
+57% YoY
Kazakhstan
Global Rank: 32
Business
Women Learners
GenAI Enrollment
Prof Cert* Enrollment
Data Science
Technology
73%
56%
46%
+3,726% YoY
90%
+125% YoY
Japan
Global Rank: 2
Business
Women Learners
GenAI Enrollment
Prof Cert* Enrollment
Data Science
Technology
96%
36%
99%
+2,222% YoY
99%
+8% YoY
South Korea
76%
93%
78%
Hong Kong
88%
91%
83%
Singapore
91%
87%
91%
Kazakhstan
73%
46%
90%
Japan
96%
99%
99%
Rankings range from 0-100%, with 100% marking the highest proficiency and 0% signaling the lowest.
Canada
Global Rank: 59
Business
Women Learners
GenAI Enrollment
Prof Cert* Enrollment
Data Science
Technology
47%
54%
59%
+2,495% YoY
50%
+63% YoY
Unites States
Global Rank: 69
Business
Women Learners
GenAI Enrollment
Prof Cert* Enrollment
Data Science
Technology
37%
52%
50%
+3,165% YoY
36%
+61% YoY
Canada
47%
59%
50%
United States
37%
50%
36%
Morocco
Global Rank: 64
Business
Women Learners
GenAI Enrollment
Prof Cert* Enrollment
Data Science
Technology
67%
35%
17%
+2,250% YoY
52%
+53% YoY
Qatar
Global Rank: 58
Business
Women Learners
GenAI Enrollment
Prof Cert* Enrollment
Data Science
Technology
83%
35%
42%
+3,045% YoY
40%
+69% YoY
Israel
Global Rank: 35
Business
Women Learners
GenAI Enrollment
Prof Cert* Enrollment
Data Science
Technology
40%
33%
89%
+1,343% YoY
72%
+33% YoY
Saudi Arabia
Global Rank: 60
Business
Women Learners
GenAI Enrollment
Prof Cert* Enrollment
Data Science
Technology
87%
28%
29%
+2,562% YoY
39%
+98% YoY
United Arab Emirates
Global Rank: 34
Business
Women Learners
GenAI Enrollment
Prof Cert* Enrollment
Data Science
Technology
99%
33%
55%
+3,669% YoY
42%
+40% YoY
Morocco
67%
17%
52%
Qatar
83%
42%
40%
Israel
40%
89%
72%
Saudi Arabia
87%
29%
39%
United Arab Emirates
99%
55%
42%
Peru
Global Rank: 23
Business
Women Learners
GenAI Enrollment
Prof Cert* Enrollment
Data Science
Technology
74%
45%
68%
+4,092% YoY
72%
+16% YoY
Uruguay
Global Rank: 21
Business
Women Learners
GenAI Enrollment
Prof Cert* Enrollment
Data Science
Technology
83%
57%
60%
+1,561% YoY
87%
+12% YoY
Brazil
Global Rank: 19
Business
Women Learners
GenAI Enrollment
Prof Cert* Enrollment
Data Science
Technology
66%
46%
85%
+3,070% YoY
85%
+10% YoY
Mexico
Global Rank: 26
Business
Women Learners
GenAI Enrollment
Prof Cert* Enrollment
Data Science
Technology
54%
51%
81%
+3,276% YoY
77%
+29% YoY
Chile
Global Rank: 20
Business
Women Learners
GenAI Enrollment
Prof Cert* Enrollment
Data Science
Technology
65%
50%
83%
+3,915% YoY
74%
-16% YoY
Peru
74%
68%
72%
Uruguay
83%
60%
87%
Brazil
66%
85%
85%
Mexico
54%
81%
77%
Chile
65%
83%
74%
Sweden
Global Rank: 6
Business
Women Learners
GenAI Enrollment
Prof Cert* Enrollment
Data Science
Technology
92%
39%
95%
+2,432% YoY
98%
+13% YoY
Netherlands
Global Rank: 4
Business
Women Learners
GenAI Enrollment
Prof Cert* Enrollment
Data Science
Technology
95%
42%
98%
+2,352% YoY
95%
+61% YoY
Germany
Global Rank: 3
Business
Women Learners
GenAI Enrollment
Prof Cert* Enrollment
Data Science
Technology
93%
40%
97%
+1,620% YoY
96%
+39% YoY
France
Global Rank: 5
Business
Women Learners
GenAI Enrollment
Prof Cert* Enrollment
Data Science
Technology
97%
43%
94%
+1,913% YoY
97%
+29% YoY
Switzerland
Global Rank: 1
Business
Women Learners
GenAI Enrollment
Prof Cert* Enrollment
Data Science
Technology
100%
43%
100%
+2,918% YoY
100%
+11% YoY
Sweden
92%
95%
98%
Netherlands
95%
98%
95%
Germany
93%
97%
96%
France
97%
94%
97%
Switzerland
100%
100%
100%
Ethiopia
Global Rank: 92
Business
Women Learners
GenAI Enrollment
Prof Cert* Enrollment
Data Science
Technology
12%
26%
22%
+3,050% YoY
20%
-49% YoY
Zambia
Global Rank: 88
Business
Women Learners
GenAI Enrollment
Prof Cert* Enrollment
Data Science
Technology
14%
32%
24%
+3,200% YoY
16%
+65% YoY
Rwanda
Global Rank: 71
Business
Women Learners
GenAI Enrollment
Prof Cert* Enrollment
Data Science
Technology
64%
33%
28%
+6,300% YoY
24%
+76% YoY
Cameroon
Global Rank: 74
Business
Women Learners
GenAI Enrollment
Prof Cert* Enrollment
Data Science
Technology
48%
32%
21%
+4,275% YoY
38%
+34% YoY
Botswana
Global Rank: 66
Business
Women Learners
GenAI Enrollment
Prof Cert* Enrollment
Data Science
Technology
72%
50%
23%
+1,164% YoY
37%
+35% YoY
Ethiopia
12%
22%
20%
Zambia
14%
24%
16%
Rwanda
64%
28%
24%
Cameroon
48%
21%
38%
Botswana
72%
23%
37%
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Sub-Saharan Africa
Latin America and the Caribbean
Europe
Asia Pacific
Global
Sub-Saharan Africa
Latin America and the Caribbean
Europe
Asia Pacific
Global
North America
Middle East and North Africa
North America
Middle East and North Africa
*We determine skill rankings by combining skill performance on Coursera with leading economic indices on global innovation, labor force participation, human capital, and GDP per capita.
*Professional Certificate
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Top countries by skill ranking
*We determine skill rankings by combining skill performance on Coursera with leading economic indices on global innovation, labor force participation, human capital, and GDP per capita.
