Access to Talent Local Salaries Remote Working Infrastructure Overall Ranking
# Country City
1 Argentina Buenos Aires 81.48 50.05 -75.05% 7,607 16,305 59.70 75 75.60 100.00 98.25
2 Romania Bucharest 84.70 50.13 -74.49% 7,790 16,644 77.30 48 85.16 99.74 97.43
3 India Bangalore 72.85 51.13 -82.56% 5,319 11,393 65.30 284 72.42 98.19 100.00
4 South Korea Seoul 96.90 61.42 -14.32% 24,356 59,915 77.60 86 73.08 97.42 93.46
5 UK London 100.00 58.66 21.33% 34,506 84,812 80.50 334 English speaking 96.91 86.85
6 Malaysia Kuala Lumpur 77.67 50.16 -76.28% 7,230 15,497 70.80 106 79.45 96.41 98.28
7 Russia Moscow 85.57 52.21 -59.99% 11,819 26,984 75.70 52 67.14 95.48 85.54
8 Poland Warsaw 80.52 51.23 -52.90% 13,965 31,652 60.60 54 86.04 93.78 94.89
9 Japan Tokyo 97.48 100.00 -10.73% 26,682 59,525 85.30 187 60.33 92.62 94.50
10 Lebanon Beirut 74.44 50.03 -67.49% 9,725 21,662 50.00 17 70.00 91.85 91.43
11 Hungary Budapest 77.49 50.13 -58.58% 12,245 27,914 66.30 43 86.37 91.71 94.90
12 India New Delhi 69.69 50.71 -85.24% 4,502 9,643 65.30 168 65.38 91.18 86.87
13 Portugal Lisbon 81.56 50.21 -36.69% 18,194 43,839 77.20 97 90.99 90.33 90.88
14 Australia Melbourne 86.54 52.19 -25.03% 22,870 48,962 98.60 129 100.00 89.98 90.57
15 Greece Athens 80.14 50.16 -42.25% 16,593 39,989 73.80 31 84.84 89.42 91.53
16 France Paris 93.55 56.88 7.64% 32,208 71,697 92.50 141 78.13 88.96 87.78
17 Czechia Prague 80.30 50.48 -40.11% 17,222 41,440 79.50 44 78.90 88.60 91.23
18 Mexico Mexico City 81.87 50.31 -51.16% 14,654 32,442 56.80 139 52.31 88.51 57.50
19 Vietnam Hanoi 70.99 50.17 -70.23% 8,735 20,209 55.50 58 65.82 88.36 84.43
20 China Beijing 90.70 51.85 -13.88% 25,734 57,437 85.80 100 66.04 88.33 75.57
21 Turkey Istanbul 74.06 51.67 -78.79% 6,352 14,120 67.40 79 57.69 88.14 71.89
22 China Shanghai 82.48 52.82 -34.66% 19,548 43,528 85.80 129 68.24 88.01 83.82
23 South Africa Johannesburg 74.99 50.54 -53.43% 13,408 32,195 77.30 52 89.23 87.79 93.76
24 Slovenia Ljubljana 74.21 50.04 -44.10% 15,895 39,088 57.90 8 n/a 86.66 92.10
25 Portugal Porto 77.21 50.04 -41.18% 16,907 40,724 77.20 36 91.54 86.60 91.20
26 Spain Madrid 80.42 52.77 -24.57% 22,571 50,241 81.30 130 74.07 86.23 90.85
27 Brazil Rio de Janeiro 68.29 50.31 -74.11% 7,369 18,080 56.10 43 63.08 85.70 79.98
28 Singapore Singapore 77.88 52.07 -35.49% 19,650 42,197 95.30 124 91.76 85.66 92.24
29 Croatia Zagreb 72.45 50.07 -47.70% 15,037 36,201 66.50 13 89.78 84.81 92.54
30 Spain Barcelona 81.14 52.04 -11.59% 26,453 58,880 81.30 146 74.07 84.14 88.30
31 Brazil Sao Paulo 65.87 54.47 -68.47% 8,976 22,022 56.10 146 61.43 84.02 79.15
32 Italy Rome 79.07 50.26 -16.47% 24,013 57,815 63.40 49 71.65 83.88 84.95
33 Germany Berlin 81.29 51.58 -6.03% 26,752 65,626 82.60 133 88.24 83.68 86.20
34 Ukraine Kyiv 70.08 50.75 -50.38% 15,157 32,365 61.60 55 68.24 82.50 85.69
35 Hong Kong Hong Kong 76.80 50.06 -18.17% 24,819 53,758 95.90 187 71.98 81.64 86.47
36 Costa Rica San Jose 68.66 50.13 -60.70% 11,969 25,709 67.90 18 66.48 81.62 83.41
37 Germany Munich 82.78 50.61 5.87% 30,141 73,940 82.60 86 87.58 81.29 83.22
38 Canada Toronto 84.36 51.62 9.91% 32,869 73,249 99.30 122 English speaking 80.35 83.98
39 Russia St Petersburg 68.74 50.17 -60.81% 11,573 26,443 75.70 8 64.51 80.33 79.44
40 USA Chicago 81.37 54.71 -0.92% 30,154 64,854 88.10 109 English speaking 80.29 88.06
41 Pakistan Karachi 61.03 50.19 -73.55% 7,734 18,019 51.60 45 62.31 79.99 78.72
42 Germany Hamburg 74.18 52.51 -21.89% 22,466 54,046 82.60 67 88.24 79.97 89.33
43 Lithuania Vilnius 75.99 50.04 -24.68% 22,817 49,543 87.70 22 79.45 79.91 88.62
44 France Toulouse 79.49 50.17 -13.23% 25,934 57,863 92.50 9 73.30 79.87 86.46
45 Australia Sydney 82.89 50.89 3.44% 31,555 67,555 98.60 95 English speaking 79.67 84.84
46 Estonia Tallinn 72.24 50.02 -34.91% 19,385 43,550 94.60 13 79.89 79.12 90.01
47 Germany Dusseldorf 73.02 50.63 -23.55% 21,987 52,891 82.60 45 87.58 78.96 88.35
48 USA Los Angeles 91.41 57.70 40.79% 42,850 92,158 88.10 118 English speaking 78.68 82.97
49 Spain Malaga 70.19 50.08 -37.93% 18,481 41,546 81.30 17 70.88 78.39 87.02
50 Germany Cologne 73.10 50.66 -20.72% 22,801 54,855 82.60 39 87.58 78.27 87.83
51 Austria Vienna 74.55 50.20 -14.76% 25,450 56,897 89.50 94 94.95 78.14 87.25
52 Pakistan Islamabad 59.84 50.06 -74.56% 7,428 17,348 51.60 27 60.11 78.05 74.76
53 Italy Bologna 70.70 50.07 -25.13% 21,527 51,813 63.40 11 69.78 77.61 82.78
54 USA Atlanta 92.28 51.47 43.47% 43,666 93,914 88.10 61 English speaking 77.56 78.40
55 UK Edinburgh 75.27 50.10 -8.77% 25,947 63,775 80.50 24 English speaking 77.41 85.17
56 France Nantes 74.15 50.05 -18.03% 24,485 54,691 92.50 9 73.30 76.73 87.19
57 Canada Montreal 79.32 55.76 6.33% 31,797 70,859 99.30 65 English speaking 75.98 86.76
58 Georgia Tbilisi 65.09 50.00 -48.07% 15,420 34,849 70.30 17 65.93 75.54 79.92
59 USA Pittsburgh 79.61 50.57 7.75% 32,794 70,532 88.10 20 English speaking 75.01 83.57
60 Canada Quebec 76.06 50.23 -4.23% 28,639 63,822 99.30 20 English speaking 74.89 84.93
61 USA Boston 96.31 51.84 68.59% 51,312 110,359 88.10 47 English speaking 74.59 74.35
62 USA New York 92.04 59.68 76.91% 53,844 115,805 88.10 296 English speaking 74.37 79.20
63 Ireland Dublin 78.31 50.54 7.89% 32,250 71,924 100.00 47 English speaking 74.35 83.18
64 Sweden Gothenburg 72.77 50.22 -10.25% 26,825 59,840 97.50 14 89.12 73.70 85.95
65 Germany Frankfurt 74.32 50.58 8.04% 30,758 75,453 82.60 67 87.58 73.68 82.70
66 Netherlands Amsterdam 73.88 50.58 2.60% 30,715 68,303 93.80 101 100.00 73.53 84.57
67 Belgium Brussels 75.39 50.50 11.14% 31,906 77,030 87.10 69 87.03 73.42 82.18
68 Malta Valetta 71.93 50.64 -6.09% 28,531 61,583 72.50 2 n/a 73.18 86.18
69 Iceland Reykjavik 71.23 50.01 -5.17% 27,254 65,658 84.90 9 n/a 72.57 84.46
71 New Zealand Auckland 74.51 50.15 3.37% 30,959 68,777 98.20 31 English speaking 72.17 83.71
70 USA Houston 76.72 51.18 13.53% 34,553 74,315 88.10 60 English speaking 72.17 83.21
72 Netherlands Rotterdam 71.92 50.49 -0.72% 29,713 66,111 93.80 30 97.91 71.27 84.65
73 New Zealand Wellington 70.73 50.10 -6.79% 27,891 62,073 98.20 9 English speaking 71.07 85.25
74 Sweden Stockholm 76.99 52.57 20.67% 36,094 80,392 97.50 53 91.65 70.72 82.37
75 Denmark Copenhagen 74.99 51.34 10.60% 33,640 72,448 99.30 25 95.49 70.25 83.42
76 Finland Helsinki 74.61 50.86 10.68% 33,747 72,314 99.70 20 92.53 69.72 83.13
77 USA Nashville 73.01 50.28 8.74% 33,095 71,179 88.10 21 English speaking 69.54 83.24
78 USA Denver 77.92 50.80 32.33% 40,274 86,619 88.10 75 English speaking 69.03 79.94
79 USA Portland 74.48 50.80 17.20% 34,887 78,457 88.10 1 English speaking 68.92 81.58
80 Canada Vancouver 73.23 60.70 17.09% 35,015 78,032 99.30 45 English speaking 68.24 87.80
81 Norway Oslo 72.83 50.31 23.07% 34,988 86,065 93.40 34 91.21 68.05 79.49
82 USA Philadelphia 81.38 51.29 47.53% 44,924 96,519 88.10 43 English speaking 67.54 77.52
83 Colombia Medellin 50.49 50.11 -70.18% 8,916 19,880 56.20 44 54.40 66.94 63.80
84 USA New Orleans 72.42 50.08 17.45% 35,746 76,879 88.10 16 English speaking 66.92 81.63
85 UK Glasgow 74.57 50.17 37.21% 39,403 95,063 80.50 17 English speaking 66.33 77.20
86 USA Miami 75.94 51.06 39.64% 42,499 91,404 88.10 64 English speaking 65.51 78.81
87 Israel Tel Aviv 74.05 50.23 33.91% 40,808 87,539 78.10 32 n/a 65.37 79.31
88 USA Indianapolis 76.29 50.43 39.07% 42,329 91,030 88.10 15 English speaking 64.90 78.23
89 USA Tampa 74.11 50.46 39.26% 42,383 91,154 88.10 22 English speaking 63.27 78.26
90 USA Seattle 74.71 53.95 48.11% 45,079 96,954 88.10 44 English speaking 62.12 79.03
91 Thailand Bangkok 56.79 50.16 -36.03% 19,055 42,798 70.30 123 50.00 62.08 50.00
92 USA Phoenix 74.74 50.56 51.95% 46,282 99,389 88.10 32 English speaking 60.97 76.28
93 USA Austin 73.84 52.28 53.06% 46,584 100,189 88.10 52 English speaking 60.43 77.24
94 USA Dallas 75.26 51.59 61.32% 49,099 105,598 88.10 53 English speaking 59.65 75.45
95 UAE Dubai 58.85 50.03 -1.30% 29,509 65,796 77.30 120 61.10 59.29 63.80
96 USA San Francisco 75.81 57.62 86.97% 56,907 122,391 88.10 79 English speaking 54.59 74.98
97 Switzerland Zurich 74.25 50.61 87.45% 53,857 129,813 97.80 39 78.57 54.50 68.49
98 Switzerland Bern 71.27 50.20 80.77% 51,940 125,188 97.80 9 78.57 52.98 69.24
99 USA Washington 77.37 52.06 99.83% 60,819 130,805 88.10 67 English speaking 52.57 69.39
100 UAE Abu Dhabi 50.00 50.23 -5.08% 28,369 63,294 77.30 33 57.69 50.00 57.92