|
Access to Talent |
Local Salaries |
Remote Working Infrastructure |
Overall Ranking |
# |
Country |
City |
|
|
|
|
|
|
|
|
|
|
1 |
India |
Bangalore |
70.02 |
54.81 |
-86.21% |
5,038 |
10,302 |
65.30 |
284 |
72.42 |
100.00 |
94.41 |
2 |
Malaysia |
Kuala Lumpur |
75.13 |
51.26 |
-84.08% |
5,542 |
12,483 |
70.80 |
106 |
79.45 |
99.66 |
93.12 |
3 |
Argentina |
Buenos Aires |
76.51 |
52.24 |
-74.98% |
9,191 |
18,568 |
59.70 |
75 |
75.60 |
99.64 |
93.24 |
4 |
UK |
London |
100.00 |
88.55 |
-9.45% |
32,379 |
69,143 |
80.50 |
334 |
English speaking |
99.38 |
100.00 |
5 |
Romania |
Bucharest |
83.79 |
51.21 |
-73.67% |
9,141 |
20,696 |
77.30 |
48 |
85.16 |
99.22 |
91.96 |
6 |
Poland |
Warsaw |
79.06 |
51.94 |
-56.89% |
15,448 |
32,841 |
60.60 |
54 |
86.04 |
98.09 |
92.05 |
7 |
South Korea |
Seoul |
94.67 |
54.90 |
-31.48% |
24,099 |
53,191 |
77.60 |
86 |
73.08 |
98.03 |
91.01 |
8 |
Portugal |
Lisbon |
79.31 |
51.58 |
-55.53% |
15,882 |
34,003 |
77.20 |
97 |
90.99 |
97.55 |
91.55 |
9 |
Hungary |
Budapest |
75.01 |
51.00 |
-59.99% |
13,575 |
32,135 |
66.30 |
43 |
86.37 |
97.39 |
91.54 |
10 |
Spain |
Madrid |
79.64 |
54.79 |
-52.10% |
17,126 |
36,587 |
81.30 |
130 |
74.07 |
97.32 |
92.25 |
11 |
Spain |
Barcelona |
81.10 |
53.73 |
-46.94% |
18,970 |
40,526 |
81.30 |
146 |
74.07 |
97.26 |
91.83 |
12 |
Slovenia |
Ljubljana |
72.26 |
50.69 |
-52.95% |
16,167 |
37,344 |
57.90 |
8 |
n/a |
96.48 |
91.24 |
13 |
France |
Paris |
89.64 |
60.11 |
-16.24% |
29,934 |
63,994 |
92.50 |
141 |
78.13 |
96.05 |
91.70 |
14 |
Greece |
Athens |
79.60 |
51.70 |
-41.14% |
21,038 |
44,957 |
73.80 |
31 |
84.84 |
95.75 |
90.53 |
15 |
South Africa |
Johannesburg |
74.30 |
51.99 |
-51.76% |
17,311 |
36,704 |
77.30 |
52 |
89.23 |
95.74 |
91.15 |
16 |
Croatia |
Zagreb |
69.95 |
50.83 |
-50.23% |
17,070 |
39,581 |
66.50 |
13 |
89.78 |
95.33 |
90.77 |
17 |
Australia |
Melbourne |
87.80 |
52.33 |
-15.49% |
29,463 |
66,167 |
98.60 |
129 |
English speaking |
95.21 |
89.40 |
18 |
Czechia |
Prague |
78.09 |
50.82 |
-39.06% |
21,779 |
46,566 |
79.50 |
44 |
78.90 |
95.18 |
90.06 |
19 |
Portugal |
Porto |
74.88 |
50.89 |
-42.22% |
20,669 |
44,104 |
77.20 |
36 |
91.54 |
95.02 |
90.31 |
20 |
Italy |
Rome |
77.95 |
50.85 |
-49.75% |
17,596 |
39,181 |
63.40 |
49 |
71.65 |
94.49 |
88.69 |
21 |
Canada |
Toronto |
85.08 |
54.62 |
-13.42% |
31,066 |
65,877 |
99.30 |
122 |
English speaking |
94.31 |
89.94 |
22 |
Australia |
Sydney |
83.41 |
51.86 |
-8.60% |
31,866 |
71,564 |
98.60 |
95 |
English speaking |
93.58 |
88.71 |
23 |
Germany |
Frankfurt |
72.00 |
52.71 |
-25.61% |
25,142 |
59,968 |
82.60 |
67 |
87.58 |
93.51 |
89.75 |
24 |
Germany |
Dusseldorf |
71.53 |
52.69 |
-25.74% |
25,100 |
59,864 |
82.60 |
45 |
87.58 |
93.15 |
89.60 |
25 |
Germany |
Hamburg |
71.43 |
51.40 |
-21.56% |
26,468 |
63,318 |
82.60 |
67 |
88.24 |
93.13 |
89.20 |
26 |
Lithuania |
Vilnius |
74.21 |
51.12 |
-25.84% |
25,853 |
58,064 |
87.70 |
22 |
79.45 |
93.04 |
89.07 |
27 |
Germany |
Cologne |
70.63 |
52.69 |
-26.24% |
24,935 |
59,445 |
82.60 |
39 |
87.58 |
93.04 |
89.59 |
28 |
UK |
Glasgow |
73.40 |
50.00 |
-27.01% |
26,099 |
55,733 |
80.50 |
17 |
English speaking |
92.99 |
89.06 |
29 |
UK |
Edinburgh |
74.34 |
50.24 |
-22.14% |
27,840 |
59,451 |
80.50 |
24 |
English speaking |
92.80 |
88.92 |
30 |
USA |
New York |
82.53 |
63.33 |
37.01% |
47,703 |
107,420 |
88.10 |
296 |
English speaking |
92.75 |
90.74 |
31 |
Estonia |
Tallinn |
70.10 |
50.43 |
-34.68% |
23,319 |
49,962 |
94.60 |
13 |
79.89 |
92.73 |
89.28 |
32 |
Hong Kong |
Hong Kong |
76.26 |
51.63 |
-23.35% |
26,568 |
60,349 |
95.90 |
187 |
71.98 |
92.71 |
88.10 |
33 |
France |
Toulouse |
78.61 |
50.56 |
-17.69% |
29,420 |
62,874 |
92.50 |
9 |
73.30 |
92.68 |
88.48 |
34 |
Austria |
Vienna |
71.58 |
66.19 |
-15.04% |
30,264 |
65,130 |
89.50 |
94 |
94.95 |
92.37 |
92.86 |
35 |
Singapore |
Singapore |
76.98 |
87.83 |
2.12% |
35,409 |
80,374 |
95.30 |
124 |
91.76 |
92.15 |
97.43 |
36 |
Canada |
Montreal |
79.01 |
52.35 |
-5.39% |
33,948 |
71,987 |
99.30 |
65 |
English speaking |
92.05 |
88.59 |
37 |
Netherlands |
Amsterdam |
72.47 |
51.39 |
-5.12% |
32,367 |
75,829 |
93.80 |
101 |
100.00 |
91.92 |
88.43 |
38 |
Lebanon |
Beirut |
72.30 |
50.64 |
-58.74% |
14,883 |
31,231 |
50.00 |
17 |
70.00 |
91.85 |
86.65 |
39 |
France |
Nantes |
72.79 |
50.16 |
-16.91% |
29,696 |
63,477 |
92.50 |
9 |
73.30 |
91.65 |
88.34 |
40 |
Sweden |
Stockholm |
75.52 |
52.52 |
-6.72% |
33,290 |
71,360 |
97.50 |
53 |
91.65 |
91.63 |
88.64 |
41 |
Malta |
Valetta |
70.22 |
54.57 |
-9.43% |
31,481 |
71,119 |
72.50 |
2 |
n/a |
91.52 |
89.39 |
42 |
USA |
Atlanta |
92.70 |
53.57 |
36.07% |
47,376 |
106,683 |
88.10 |
61 |
English speaking |
91.39 |
86.76 |
43 |
Norway |
Oslo |
70.70 |
51.27 |
-4.65% |
31,983 |
77,393 |
93.40 |
34 |
91.21 |
91.06 |
87.86 |
44 |
Iceland |
Reykjavik |
69.68 |
50.02 |
-8.26% |
30,833 |
74,329 |
84.90 |
9 |
n/a |
91.03 |
87.69 |
45 |
Israel |
Tel Aviv |
72.17 |
51.49 |
0.65% |
35,101 |
78,778 |
78.10 |
32 |
n/a |
90.99 |
88.10 |
46 |
USA |
Pittsburgh |
78.26 |
50.94 |
7.91% |
37,571 |
84,604 |
88.10 |
20 |
English speaking |
90.91 |
87.26 |
47 |
Sweden |
Gothenburg |
71.63 |
51.12 |
-10.83% |
31,837 |
68,188 |
97.50 |
14 |
89.12 |
90.87 |
88.23 |
48 |
Germany |
Munich |
82.67 |
53.33 |
34.87% |
44,885 |
110,241 |
82.60 |
86 |
87.58 |
90.75 |
86.74 |
49 |
Netherlands |
Rotterdam |
69.61 |
51.62 |
-4.21% |
32,671 |
76,569 |
93.80 |
30 |
97.91 |
90.66 |
87.97 |
50 |
New Zealand |
Auckland |
73.72 |
51.05 |
-0.03% |
35,668 |
76,506 |
98.20 |
31 |
English speaking |
90.45 |
87.76 |
51 |
New Zealand |
Wellington |
69.28 |
50.88 |
-9.97% |
32,149 |
68,833 |
98.20 |
9 |
English speaking |
90.33 |
88.07 |
52 |
Finland |
Helsinki |
73.45 |
51.39 |
-2.69% |
35,256 |
73,300 |
99.70 |
20 |
92.53 |
90.33 |
87.93 |
53 |
USA |
Denver |
76.73 |
51.82 |
19.64% |
41,655 |
93,800 |
88.10 |
75 |
English speaking |
90.27 |
87.25 |
54 |
USA |
Nashville |
70.82 |
50.43 |
2.07% |
35,537 |
80,025 |
88.10 |
21 |
English speaking |
90.19 |
87.44 |
55 |
USA |
Philadelphia |
77.40 |
52.91 |
22.74% |
42,732 |
96,226 |
88.10 |
43 |
English speaking |
89.97 |
87.15 |
56 |
Germany |
Berlin |
78.38 |
88.57 |
44.43% |
48,064 |
118,048 |
82.60 |
133 |
88.24 |
89.96 |
95.40 |
57 |
Belgium |
Brussels |
72.69 |
59.67 |
15.17% |
40,869 |
88,625 |
87.10 |
69 |
87.03 |
89.84 |
89.55 |
58 |
USA |
Houston |
74.58 |
52.35 |
19.71% |
41,678 |
93,852 |
88.10 |
60 |
English speaking |
89.80 |
87.28 |
59 |
Denmark |
Copenhagen |
73.21 |
51.88 |
10.45% |
38,405 |
86,697 |
99.30 |
25 |
95.49 |
89.66 |
87.22 |
60 |
Canada |
Vancouver |
71.59 |
51.75 |
7.51% |
38,575 |
81,800 |
99.30 |
45 |
English speaking |
89.57 |
87.66 |
61 |
USA |
Dallas |
72.43 |
53.66 |
20.93% |
42,105 |
94,813 |
88.10 |
53 |
English speaking |
89.30 |
87.50 |
62 |
Spain |
Malaga |
69.59 |
50.52 |
-36.27% |
22,781 |
48,674 |
81.30 |
17 |
70.88 |
89.19 |
85.84 |
63 |
USA |
New Orleans |
70.41 |
50.10 |
13.10% |
39,378 |
88,674 |
88.10 |
16 |
English speaking |
89.15 |
86.76 |
64 |
USA |
Phoenix |
73.80 |
51.66 |
29.85% |
45,210 |
101,807 |
88.10 |
32 |
English speaking |
88.46 |
86.40 |
65 |
USA |
Los Angeles |
87.57 |
56.43 |
74.49% |
60,749 |
136,798 |
88.10 |
118 |
English speaking |
88.26 |
85.89 |
66 |
USA |
Boston |
91.77 |
53.65 |
74.43% |
60,731 |
136,757 |
88.10 |
47 |
English speaking |
88.26 |
84.71 |
67 |
Ukraine |
Kyiv |
67.73 |
51.47 |
-69.67% |
11,107 |
22,598 |
61.60 |
55 |
68.24 |
88.19 |
83.99 |
68 |
USA |
Tampa |
72.94 |
51.12 |
30.61% |
45,474 |
102,400 |
88.10 |
22 |
English speaking |
88.16 |
86.16 |
69 |
Canada |
Quebec |
75.49 |
50.84 |
30.24% |
46,376 |
99,871 |
99.30 |
20 |
English speaking |
88.06 |
86.08 |
70 |
USA |
Indianapolis |
75.16 |
50.76 |
36.82% |
47,635 |
107,266 |
88.10 |
15 |
English speaking |
87.95 |
85.70 |
71 |
USA |
Washington |
73.27 |
83.22 |
43.27% |
49,882 |
112,327 |
88.10 |
67 |
English speaking |
87.85 |
93.88 |
72 |
USA |
Austin |
72.52 |
51.20 |
38.03% |
48,056 |
108,216 |
88.10 |
52 |
English speaking |
87.81 |
86.00 |
73 |
Russia |
Moscow |
83.15 |
52.03 |
-61.20% |
13,600 |
30,215 |
75.70 |
52 |
67.14 |
87.40 |
81.20 |
74 |
Italy |
Bologna |
70.69 |
50.38 |
-22.43% |
27,222 |
60,354 |
63.40 |
11 |
69.78 |
87.05 |
83.62 |
75 |
USA |
Chicago |
76.98 |
55.31 |
69.59% |
59,046 |
132,964 |
88.10 |
109 |
English speaking |
86.80 |
85.80 |
76 |
China |
Shanghai |
82.25 |
53.53 |
-11.68% |
30,150 |
70,540 |
85.80 |
129 |
68.24 |
85.53 |
81.05 |
77 |
India |
New Delhi |
66.22 |
53.41 |
-88.07% |
4,358 |
8,912 |
65.30 |
168 |
65.38 |
85.27 |
80.93 |
78 |
USA |
Seattle |
72.56 |
52.29 |
70.57% |
59,386 |
133,728 |
88.10 |
44 |
English speaking |
85.12 |
84.55 |
79 |
Vietnam |
Hanoi |
70.28 |
52.38 |
-70.80% |
10,630 |
21,882 |
55.50 |
58 |
65.82 |
84.73 |
80.35 |
80 |
USA |
Miami |
74.15 |
52.31 |
81.30% |
63,121 |
142,140 |
88.10 |
64 |
English speaking |
84.70 |
84.14 |
81 |
USA |
San Francisco |
71.79 |
58.72 |
91.36% |
66,626 |
150,032 |
88.10 |
79 |
English speaking |
83.78 |
85.33 |
82 |
Switzerland |
Bern |
69.82 |
51.11 |
73.56% |
61,438 |
133,876 |
97.80 |
9 |
78.57 |
83.55 |
83.88 |
83 |
China |
Beijing |
90.60 |
56.39 |
-14.76% |
29,122 |
68,035 |
85.80 |
100 |
66.04 |
82.80 |
77.85 |
84 |
USA |
Portland |
71.70 |
50.76 |
94.04% |
67,558 |
152,130 |
88.10 |
1 |
English speaking |
82.63 |
82.67 |
85 |
Ireland |
Dublin |
77.10 |
52.08 |
121.20% |
78,987 |
169,140 |
100.00 |
47 |
English speaking |
80.94 |
82.00 |
86 |
Georgia |
Tbilisi |
62.24 |
50.79 |
-50.97% |
17,026 |
38,529 |
70.30 |
17 |
65.93 |
80.63 |
78.08 |
87 |
Costa Rica |
San Jose |
65.19 |
51.22 |
-26.79% |
25,523 |
57,326 |
67.90 |
18 |
66.48 |
80.38 |
78.05 |
88 |
Russia |
St Petersburg |
67.56 |
51.31 |
-62.98% |
13,006 |
28,766 |
75.70 |
8 |
64.51 |
79.45 |
76.15 |
89 |
Switzerland |
Zurich |
73.22 |
51.57 |
145.85% |
87,795 |
187,972 |
97.80 |
39 |
78.57 |
78.23 |
80.66 |
90 |
Brazil |
Rio de Janeiro |
69.53 |
52.89 |
-56.98% |
15,473 |
32,660 |
56.10 |
43 |
63.08 |
77.99 |
74.75 |
91 |
Brazil |
Sao Paulo |
66.55 |
55.79 |
-76.90% |
8,248 |
17,658 |
56.10 |
146 |
61.43 |
77.27 |
74.24 |
92 |
Pakistan |
Karachi |
58.94 |
52.59 |
-75.45% |
8,979 |
18,314 |
51.60 |
45 |
62.31 |
76.84 |
74.46 |
93 |
Japan |
Tokyo |
86.00 |
100.00 |
-12.91% |
29,742 |
69,542 |
85.30 |
187 |
60.33 |
72.96 |
79.19 |
94 |
Pakistan |
Islamabad |
59.68 |
51.13 |
-76.06% |
8,763 |
17,841 |
51.60 |
27 |
60.11 |
72.62 |
70.12 |
95 |
Turkey |
Istanbul |
74.95 |
52.06 |
-90.66% |
3,331 |
7,150 |
67.40 |
79 |
57.69 |
71.36 |
66.40 |
96 |
UAE |
Dubai |
56.45 |
51.69 |
-46.97% |
19,024 |
40,354 |
77.30 |
120 |
61.10 |
70.95 |
70.11 |
97 |
Mexico |
Mexico City |
83.92 |
51.83 |
-53.49% |
16,455 |
35,903 |
56.80 |
139 |
52.31 |
61.12 |
55.80 |
98 |
Colombia |
Medellin |
50.54 |
51.75 |
-64.63% |
12,808 |
26,658 |
56.20 |
44 |
54.40 |
59.35 |
59.49 |
99 |
UAE |
Abu Dhabi |
50.00 |
51.27 |
32.57% |
47,559 |
100,886 |
77.30 |
33 |
57.69 |
55.74 |
59.42 |
100 |
Thailand |
Bangkok |
57.65 |
51.71 |
-35.84% |
22,086 |
50,851 |
70.30 |
123 |
50.00 |
50.00 |
50.00 |