Access to Talent Local Salaries Remote Working Infrastructure Overall Ranking
# Country City
1 UK London 100.00 100.00 -10.68% 31,202 66,868 80.50 334 English speaking 100.00 99.90
2 Argentina Buenos Aires 88.36 52.12 -75.23% 8,444 19,016 59.70 75 75.60 98.84 93.21
3 South Korea Seoul 97.60 54.50 -25.63% 25,487 56,798 77.60 86 73.08 98.17 88.99
4 USA New York 92.60 62.71 -10.71% 30,351 68,760 88.10 296 English speaking 97.68 90.15
5 Portugal Lisbon 87.90 51.62 -70.58% 10,293 21,996 77.20 97 90.99 97.12 92.49
6 Poland Warsaw 87.09 51.99 -68.18% 10,577 25,047 60.60 54 86.04 97.05 92.38
7 India Bangalore 80.96 78.18 -85.71% 4,873 10,966 65.30 284 72.42 96.75 100.00
8 Romania Bucharest 86.48 50.55 -82.26% 6,338 12,952 77.30 48 85.16 96.74 93.14
9 France Paris 94.79 58.80 -14.79% 28,311 67,108 92.50 141 78.13 96.68 88.87
10 Malaysia Kuala Lumpur 83.32 51.20 -80.25% 6,713 15,218 70.80 106 79.45 96.25 93.31
11 Hungary Budapest 85.72 50.42 -65.23% 12,166 25,990 66.30 43 86.37 95.74 91.72
12 Portugal Porto 83.95 51.04 -73.66% 9,214 19,691 77.20 36 91.54 95.00 92.44
13 Spain Madrid 89.37 52.00 -35.82% 22,568 47,710 81.30 130 74.07 94.94 89.54
14 Czechia Prague 87.71 50.98 -49.71% 17,571 37,642 79.50 44 78.90 94.74 90.24
15 Canada Toronto 93.14 65.28 -14.70% 28,329 67,215 99.30 122 English speaking 94.66 90.36
16 Spain Barcelona 89.44 51.28 -30.50% 24,437 51,662 81.30 146 74.07 94.64 88.93
17 Slovenia Ljubljana 82.36 51.36 -66.16% 11,056 27,083 57.90 8 n/a 94.58 91.88
18 USA Boston 98.18 66.09 27.69% 43,406 98,334 88.10 47 English speaking 94.17 86.68
19 South Africa Johannesburg 84.30 51.36 -60.51% 13,788 29,583 77.30 52 89.23 93.97 91.37
20 Croatia Zagreb 81.36 50.38 -66.27% 11,001 27,039 66.50 13 89.78 93.68 91.48
21 USA Los Angeles 94.04 55.18 24.92% 42,465 96,203 88.10 118 English speaking 93.09 84.42
22 Germany Berlin 88.82 66.90 0.16% 32,668 80,294 82.60 133 88.24 92.88 89.36
23 Australia Melbourne 92.78 52.19 6.88% 36,299 82,388 98.60 129 100.00 92.88 85.30
24 USA Atlanta 95.67 53.34 21.51% 41,304 93,572 88.10 61 English speaking 92.85 84.10
25 France Toulouse 87.51 50.84 -31.77% 22,672 53,741 92.50 9 73.30 92.70 88.07
26 Lithuania Vilnius 83.33 50.47 -54.80% 16,155 33,006 87.70 22 79.45 92.59 90.52
27 Singapore Singapore 85.54 51.98 -26.13% 26,420 53,890 95.30 124 91.76 92.08 88.67
28 Australia Sydney 91.58 51.64 8.80% 36,951 83,868 98.60 95 English speaking 91.90 84.88
29 Canada Montreal 87.71 52.21 -15.05% 28,212 66,938 99.30 65 English speaking 91.88 86.95
30 Hong Kong Hong Kong 84.98 51.54 -38.08% 22,114 45,242 95.90 187 71.98 91.80 87.73
31 Ireland Dublin 87.57 64.03 -18.02% 28,808 60,984 100.00 47 English speaking 91.56 90.55
32 Greece Athens 87.87 50.57 -30.22% 32,789 33,006 73.80 31 84.84 91.51 90.76
33 Italy Rome 84.85 50.93 -35.07% 22,270 49,549 63.40 49 71.65 91.39 86.44
34 Belgium Brussels 83.85 50.96 -23.30% 26,803 57,404 87.10 69 87.03 91.12 87.88
35 Germany Munich 89.17 53.33 16.02% 37,839 93,006 82.60 86 87.58 91.09 84.30
36 Malta Valetta 81.52 53.32 -39.50% 21,617 44,189 72.50 2 n/a 90.97 90.04
37 France Nantes 83.29 50.43 -29.20% 23,524 55,762 92.50 9 73.30 90.68 87.72
38 Lebanon Beirut 80.27 50.00 -72.06% 9,289 21,989 50.00 17 70.00 90.66 86.62
39 New Zealand Auckland 85.08 51.13 -17.87% 27,307 64,645 98.20 31 English speaking 90.60 86.86
40 USA Chicago 87.39 53.28 18.24% 40,194 91,057 88.10 109 English speaking 90.51 84.54
41 Germany Cologne 83.56 51.16 -9.88% 29,392 72,242 82.60 39 87.58 90.18 86.10
42 Sweden Stockholm 85.03 52.45 -5.69% 31,360 74,218 97.50 53 91.65 90.15 86.12
43 Estonia Tallinn 81.56 50.80 -34.72% 22,936 48,568 94.60 13 79.89 90.13 88.68
44 USA Pittsburgh 86.91 51.20 3.92% 35,327 80,031 88.10 20 English speaking 89.98 85.06
45 Canada Quebec 84.90 51.07 -9.32% 30,115 71,455 99.30 20 English speaking 89.80 85.98
46 USA Philadelphia 87.33 51.80 20.42% 40,936 92,737 88.10 43 English speaking 89.62 83.76
47 Canada Vancouver 83.17 60.41 -10.72% 29,651 70,352 99.30 45 English speaking 89.50 88.53
48 Germany Dusseldorf 82.90 53.32 -4.76% 31,062 76,347 82.60 45 87.58 89.45 86.16
49 Germany Frankfurt 84.77 53.06 11.94% 36,507 89,732 82.60 67 87.58 89.44 84.56
50 Germany Hamburg 83.81 50.66 8.13% 35,266 86,680 82.60 67 88.24 89.37 84.33
51 Austria Vienna 85.16 51.24 11.62% 39,185 83,120 89.50 94 94.95 89.22 84.93
52 Iceland Reykjavik 80.89 50.11 -18.43% 26,878 64,765 84.90 9 n/a 89.05 86.61
53 Israel Tel Aviv 84.02 51.60 5.27% 35,818 80,984 78.10 32 n/a 89.04 85.19
54 USA Denver 86.45 51.29 21.11% 41,170 93,268 88.10 75 English speaking 89.00 83.67
55 Sweden Gothenburg 83.24 50.55 -7.60% 30,727 72,719 97.50 14 89.12 88.98 85.70
56 Finland Helsinki 83.78 51.47 -6.10% 32,049 72,011 99.70 20 92.53 88.93 86.00
57 USA Miami 84.75 51.29 11.86% 38,026 86,146 88.10 64 English speaking 88.89 84.49
58 Netherlands Rotterdam 81.09 51.75 -17.53% 28,828 61,691 93.80 30 97.91 88.87 87.40
59 New Zealand Wellington 80.74 51.69 -17.87% 27,307 64,645 98.20 9 English speaking 88.58 86.93
60 China Shanghai 85.92 53.07 -56.90% 15,053 32,272 85.80 129 68.24 88.42 82.57
61 USA Indianapolis 85.00 50.83 13.48% 38,575 87,390 88.10 15 English speaking 88.31 84.07
62 USA Houston 84.72 52.24 20.70% 41,031 92,954 88.10 60 English speaking 88.27 83.90
63 USA Austin 84.53 52.67 16.14% 39,480 89,441 88.10 52 English speaking 88.24 84.40
64 Norway Oslo 83.39 50.60 14.21% 37,219 91,616 93.40 34 91.21 88.09 83.55
65 Netherlands Amsterdam 83.60 51.43 16.37% 40,680 87,055 93.80 101 100 87.99 84.50
66 USA Washington 84.70 53.54 31.40% 44,666 101,189 88.10 67 English speaking 87.86 83.26
67 Denmark Copenhagen 85.11 51.85 22.18% 41,497 94,168 99.30 25 95.49 87.63 83.47
68 USA Phoenix 83.98 50.99 18.41% 40,250 91,185 88.10 32 English speaking 87.62 83.71
69 USA Dallas 83.73 52.53 24.61% 42,358 95,960 88.10 53 English speaking 87.56 83.59
70 China Beijing 93.58 55.34 -42.51% 20,079 43,048 85.80 100 66.04 87.50 77.66
71 USA Tampa 83.38 51.32 15.63% 39,306 89,046 88.10 22 English speaking 87.49 84.02
72 UK Edinburgh 83.89 50.49 23.63% 42,940 93,117 80.50 24 English speaking 87.18 83.40
73 Spain Malaga 79.13 50.95 -46.19% 18,922 40,002 81.30 17 70.88 87.15 85.84
74 USA Seattle 84.46 52.11 31.66% 44,756 101,393 88.10 44 English speaking 87.15 82.81
75 USA Nashville 81.96 50.57 14.73% 39,001 88,356 88.10 21 English speaking 87.07 83.91
76 USA New Orleans 81.81 50.33 14.35% 38,871 88,059 88.10 16 English speaking 86.95 83.87
77 UK Glasgow 83.90 50.16 27.05% 44,122 95,698 80.50 17 English speaking 86.87 82.99
78 Russia Moscow 84.50 51.96 -60.22% 13,910 29,750 75.70 52 67.14 86.77 80.47
79 Ukraine Kyiv 76.35 51.47 -82.03% 6,126 13,801 61.60 55 68.24 86.77 84.53
80 USA Portland 82.70 50.86 25.09% 42,522 96,331 88.10 1 English speaking 86.56 82.97
81 USA San Francisco 83.70 63.36 45.34% 49,404 111,923 88.10 79 English speaking 86.49 84.47
82 Italy Bologna 78.57 50.65 -36.42% 21,806 48,517 63.40 11 69.78 85.58 82.89
83 Vietnam Hanoi 73.86 52.24 -89.32% 3,550 8,403 55.50 58 65.82 83.34 81.03
84 India New Delhi 72.30 52.93 -86.84% 4,489 10,103 65.30 168 65.38 82.62 80.29
85 Switzerland Zurich 84.57 51.62 89.91% 66,387 142,058 97.80 39 78.57 82.16 77.74
86 Costa Rica San Jose 72.06 50.44 -79.19% 7,436 15,205 67.90 18 66.48 81.74 80.60
87 Switzerland Bern 81.60 52.61 90.56% 66,617 142,550 97.80 9 78.57 80.55 77.84
88 Georgia Tbilisi 70.02 50.97 -65.66% 12,008 25,674 70.30 17 65.93 78.80 78.39
89 Brazil Rio de Janeiro 71.04 51.64 -79.95% 7,006 15,008 56.10 43 63.08 77.11 74.88
90 Russia St Petersburg 72.02 51.36 -57.81% 14,753 31,552 75.70 8 64.51 76.73 75.04
91 Pakistan Karachi 65.04 51.46 -94.03% 1,984 4,704 51.60 45 62.31 75.24 74.73
92 Japan Tokyo 82.32 56.01 -3.53% 33,709 72,202 85.30 187 60.33 74.98 63.94
93 Brazil Sao Paulo 68.55 74.01 -72.46% 9,623 20,615 56.10 146 61.43 74.31 77.05
94 Turkey Istanbul 70.88 51.97 -76.35% 8,312 17,594 67.40 79 57.69 69.33 64.47
95 UAE Dubai 60.72 51.62 -54.13% 15,241 36,121 77.30 120 61.10 68.17 68.50
96 Mexico Mexico City 71.22 51.72 -78.68% 7,249 16,410 56.80 139 52.31 63.75 54.89
97 Pakistan Islamabad 62.41 50.14 17.55% 39,057 92,582 51.60 27 60.11 62.76 59.71
98 Colombia Medellin 50.13 50.37 -79.86% 6,692 15,860 56.20 44 54.40 56.43 58.24
99 UAE Abu Dhabi 52.89 50.84 0.33% 33,340 79,015 77.30 33 57.69 54.98 56.53
100 Thailand Bangkok 50.00 51.38 -76.18% 8,329 17,807 70.30 123 50.00 50.00 50.00