Access to Talent Local Salaries Remote Working Infrastructure Overall Ranking
# Country City
1 Argentina Buenos Aires 92.27 51.86 -66.60% 11,495 24,577 59.70 75 75.60 100.00 76.20
2 Portugal Lisbon 85.82 51.71 -67.17% 11,060 24,660 77.20 97 90.99 97.59 74.91
3 Hungary Budapest 84.50 51.16 -71.68% 9,505 21,361 66.30 43 86.37 97.50 75.10
4 UK London 100.00 100.00 24.00% 41,771 93,173 80.50 334 English speaking 97.44 100.00
5 India Bangalore 78.19 55.78 -76.77% 7,992 17,097 65.30 284 72.42 97.30 82.69
6 South Korea Seoul 93.94 55.31 -28.67% 24,532 52,502 77.60 86 73.08 97.09 72.47
7 Romania Bucharest 82.51 51.37 -74.74% 8,248 19,546 77.30 48 85.16 96.83 74.68
8 Greece Athens 84.28 50.84 -62.99% 12,474 27,787 73.80 31 84.84 96.43 73.03
9 Malaysia Kuala Lumpur 81.13 51.42 -64.32% 12,325 26,150 70.80 106 79.45 96.15 75.01
10 Slovenia Ljubljana 80.37 50.72 -66.90% 10,589 26,082 57.90 8 n/a 96.11 74.30
11 South Africa Johannesburg 81.83 52.45 -70.55% 9,925 22,124 77.30 52 89.23 96.09 75.09
12 Croatia Zagreb 79.03 51.28 -73.43% 8,515 20,908 66.50 13 89.78 95.60 74.71
13 Poland Warsaw 84.76 52.24 -39.81% 21,187 43,252 60.60 54 86.04 95.53 72.95
14 France Paris 96.94 58.69 2.05% 35,903 73,381 92.50 141 78.13 95.50 71.52
15 Portugal Porto 80.50 51.12 -66.50% 11,286 25,163 77.20 36 91.54 95.29 73.48
16 Czechia Prague 84.40 51.04 -37.62% 21,032 46,828 79.50 44 78.90 94.21 69.67
17 Lithuania Vilnius 80.83 50.78 -54.05% 15,009 35,544 87.70 22 79.45 93.96 70.65
18 Germany Berlin 85.42 53.11 -10.27% 28,720 70,676 82.60 133 88.24 93.60 68.36
19 Canada Toronto 86.34 56.05 -12.71% 30,703 62,777 99.30 122 English speaking 93.03 70.89
20 Spain Madrid 87.65 55.24 5.18% 35,130 79,679 81.30 130 74.07 92.80 68.34
21 Austria Vienna 81.90 51.37 -26.81% 24,438 55,456 89.50 94 94.95 92.71 68.81
22 Spain Barcelona 86.29 53.77 4.99% 35,067 79,535 81.30 146 74.07 92.57 67.60
23 Estonia Tallinn 79.19 50.90 -43.67% 18,819 42,658 94.60 13 79.89 92.23 69.21
24 Germany Cologne 81.36 52.01 -22.31% 25,235 60,393 82.60 39 87.58 91.95 67.86
25 USA Boston 92.19 55.56 21.05% 41,824 88,689 88.10 47 English speaking 91.78 65.46
26 Germany Munich 83.93 54.23 5.97% 33,919 83,469 82.60 86 87.58 91.73 66.28
27 Australia Melbourne 92.55 52.79 32.41% 45,788 96,929 98.60 129 English speaking 91.65 63.13
28 France Toulouse 84.76 51.33 -14.87% 29,666 61,831 92.50 9 73.30 91.60 66.35
29 Germany Hamburg 81.36 51.78 -11.73% 28,254 69,528 82.60 67 88.24 91.58 66.62
30 UK Glasgow 81.45 50.18 -20.21% 26,880 59,957 80.50 17 English speaking 91.52 66.45
31 Singapore Singapore 81.94 62.74 -5.60% 31,061 72,520 95.30 124 91.76 91.51 74.06
32 Belgium Brussels 82.15 51.31 -12.99% 29,310 65,384 87.10 69 87.03 91.46 66.82
33 Hong Kong Hong Kong 81.23 51.69 -21.18% 25,957 60,503 95.90 187 71.98 91.39 69.24
34 USA Atlanta 88.59 54.89 18.53% 40,956 86,848 88.10 61 English speaking 91.37 65.52
35 UK Edinburgh 81.49 50.83 -16.09% 28,265 63,048 80.50 24 English speaking 91.31 66.49
36 USA Los Angeles 88.98 57.39 27.86% 44,179 93,682 88.10 118 English speaking 90.95 66.98
37 Ireland Dublin 84.22 52.89 -1.44% 32,940 74,617 100.00 47 English speaking 90.83 65.51
38 Italy Rome 82.73 51.46 -16.06% 28,736 62,071 63.40 49 71.65 90.65 68.72
39 France Nantes 80.90 50.69 -17.32% 28,805 60,072 92.50 9 73.30 90.51 66.20
40 Malta Valetta 79.27 59.14 -10.42% 29,492 68,792 72.50 2 n/a 90.47 71.55
41 Lebanon Beirut 78.07 50.12 -57.29% 14,743 31,317 50.00 17 70.00 90.41 73.59
42 USA Phoenix 81.52 51.82 -8.64% 31,568 66,939 88.10 32 English speaking 90.38 66.28
43 USA Denver 83.20 52.66 5.98% 36,617 77,648 88.10 75 English speaking 90.22 65.74
44 Canada Vancouver 80.55 52.14 -13.19% 30,536 62,437 99.30 45 English speaking 90.18 67.07
45 Sweden Stockholm 83.79 52.46 2.66% 36,151 73,751 97.50 53 91.65 90.04 65.65
46 Sweden Gothenburg 80.44 50.93 -12.70% 30,450 63,347 97.50 14 89.12 89.95 65.72
47 Germany Dusseldorf 81.28 52.04 8.00% 34,569 85,069 82.60 45 87.58 89.92 63.88
48 Canada Montreal 83.79 52.84 8.69% 38,234 78,175 99.30 65 English speaking 89.74 65.25
49 USA Tampa 80.80 51.34 -4.12% 33,127 70,247 88.10 22 English speaking 89.68 65.24
50 Finland Helsinki 80.93 51.92 -5.79% 32,414 69,329 99.70 20 92.53 89.65 65.33
51 Germany Frankfurt 82.24 53.75 18.56% 37,949 93,386 82.60 67 87.58 89.65 64.01
52 Australia Sydney 87.57 52.60 31.10% 45,335 95,969 98.60 95 English speaking 89.65 62.62
53 Iceland Reykjavik 78.78 50.60 -6.76% 30,254 72,560 84.90 9 n/a 89.62 64.29
54 Israel Tel Aviv 81.56 51.88 5.40% 36,465 77,127 78.10 32 n/a 89.60 65.17
55 USA Miami 82.22 53.00 10.50% 38,181 80,963 88.10 64 English speaking 89.39 65.25
56 USA Chicago 84.22 56.84 25.57% 43,387 92,002 88.10 109 English speaking 89.28 66.75
57 USA Dallas 80.82 56.05 7.48% 37,137 78,749 88.10 53 English speaking 89.06 67.54
58 New Zealand Wellington 78.55 52.16 -8.64% 31,894 66,228 98.20 9 English speaking 88.87 65.95
59 USA Indianapolis 82.46 50.87 12.60% 38,906 82,501 88.10 15 English speaking 88.82 62.77
60 Netherlands Rotterdam 82.68 52.27 19.89% 40,208 90,469 93.80 30 97.91 88.47 62.51
61 Spain Malaga 76.99 51.77 -39.72% 20,217 45,483 81.30 17 70.88 88.43 69.83
62 Netherlands Amsterdam 81.77 54.55 31.36% 44,056 99,127 93.80 101 100.00 88.20 63.73
63 USA Washington 82.51 55.39 28.37% 44,356 94,058 88.10 67 English speaking 88.06 64.77
64 USA Philadelphia 84.48 53.44 34.04% 46,313 98,206 88.10 43 English speaking 88.02 62.37
65 USA Austin 80.24 51.45 18.41% 40,912 86,754 88.10 52 English speaking 87.93 63.04
66 New Zealand Auckland 81.78 51.20 21.28% 42,735 87,072 98.20 31 English speaking 87.67 62.18
67 China Shanghai 84.72 62.65 -36.10% 21,418 48,246 85.80 129 68.24 87.45 77.57
68 USA Nashville 79.67 50.68 18.84% 41,063 87,075 88.10 21 English speaking 87.44 61.98
69 USA New York 88.93 86.55 90.23% 65,729 139,378 88.10 296 English speaking 87.40 82.15
70 USA New Orleans 79.48 50.00 18.57% 40,969 86,876 88.10 16 English speaking 87.36 61.47
71 USA Pittsburgh 84.33 51.22 41.55% 48,908 103,709 88.10 20 English speaking 87.19 59.58
72 Canada Quebec 82.82 51.04 31.36% 45,921 95,101 99.30 20 English speaking 87.09 60.51
73 Russia Moscow 83.78 51.91 -59.31% 13,702 30,592 75.70 52 67.14 86.97 72.55
74 Ukraine Kyiv 74.01 51.64 -67.13% 11,191 24,447 61.60 55 68.24 86.73 74.71
75 Italy Bologna 76.71 51.05 -22.92% 26,381 57,022 63.40 11 69.78 85.96 68.36
76 Norway Oslo 79.88 51.74 50.65% 48,294 118,496 93.40 34 91.21 85.93 57.58
77 Denmark Copenhagen 80.98 52.68 42.37% 49,184 104,327 99.30 25 95.49 85.86 60.15
78 USA Houston 82.09 52.29 81.25% 62,627 132,801 88.10 60 English speaking 83.66 56.10
79 USA Portland 80.25 51.07 67.85% 57,996 122,981 88.10 1 English speaking 83.52 55.98
80 India New Delhi 70.88 54.53 -81.48% 6,372 13,632 65.30 168 65.38 83.37 79.41
81 Switzerland Bern 79.34 51.81 71.24% 57,732 128,563 97.80 9 78.57 83.20 55.40
82 Vietnam Hanoi 71.86 52.42 -68.89% 10,664 22,973 55.50 58 65.82 83.11 75.92
83 Switzerland Zurich 81.26 51.46 100.72% 67,659 150,730 97.80 39 78.57 81.89 51.94
84 China Beijing 86.16 58.61 13.23% 37,951 85,488 85.80 100 66.04 80.61 67.79
85 Georgia Tbilisi 68.99 50.08 -50.02% 16,810 37,608 70.30 17 65.93 79.29 69.65
86 Costa Rica San Jose 70.83 51.29 -26.39% 24,294 56,398 67.90 18 66.48 79.17 67.72
87 USA San Francisco 80.89 71.12 137.21% 81,962 173,802 88.10 79 English speaking 78.98 62.49
88 USA Seattle 80.78 53.68 137.21% 81,962 173,802 88.10 44 English speaking 78.66 50.00
89 Russia St Petersburg 69.55 51.25 -60.55% 13,286 29,655 75.70 8 64.51 77.95 71.13
90 Pakistan Karachi 64.57 52.46 -91.11% 3,131 6,384 51.60 45 62.31 77.01 78.22
91 Brazil Rio de Janeiro 70.48 53.07 -51.28% 16,418 36,595 56.10 43 63.08 76.80 73.27
92 Brazil Sao Paulo 67.36 56.98 -39.27% 20,466 45,616 56.10 146 61.43 73.37 75.76
93 Japan Tokyo 79.08 76.74 -20.82% 26,559 59,739 85.30 187 60.33 72.85 84.90
94 Pakistan Islamabad 61.01 51.37 -90.48% 3,355 6,840 51.60 27 60.11 72.32 76.75
95 Turkey Istanbul 70.84 55.50 -75.23% 8,263 18,788 67.40 79 57.69 70.32 76.33
96 UAE Dubai 60.35 51.26 -26.38% 25,881 52,983 77.30 120 61.10 67.69 68.19
97 Mexico Mexico City 66.01 51.94 -52.35% 16,313 35,243 56.80 139 52.31 60.10 72.23
98 Colombia Medellin 51.29 51.55 -62.71% 12,845 27,413 56.20 44 54.40 57.95 72.26
99 UAE Abu Dhabi 52.92 51.51 1.25% 35,315 73,477 77.30 33 57.69 57.02 63.03
100 Thailand Bangkok 50.00 57.45 -51.53% 16,250 36,593 70.30 123 50.00 50.00 73.77