| Unnamed: 0 (int64) | work_year (int64) | experience_level (string) | employment_type (string) | job_title (string) | salary (int64) | salary_currency (string) | salary_in_usd (int64) | employee_residence (string) | remote_ratio (int64) | company_location (string) | company_size (string) |
|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 2,020 | "MI" | "FT" | "Data Scientist" | 70,000 | "EUR" | 79,833 | "DE" | 0 | "DE" | "L" |
1 | 2,020 | "SE" | "FT" | "Machine Learning Scientist" | 260,000 | "USD" | 260,000 | "JP" | 0 | "JP" | "S" |
2 | 2,020 | "SE" | "FT" | "Big Data Engineer" | 85,000 | "GBP" | 109,024 | "GB" | 50 | "GB" | "M" |
3 | 2,020 | "MI" | "FT" | "Product Data Analyst" | 20,000 | "USD" | 20,000 | "HN" | 0 | "HN" | "S" |
4 | 2,020 | "SE" | "FT" | "Machine Learning Engineer" | 150,000 | "USD" | 150,000 | "US" | 50 | "US" | "L" |
5 | 2,020 | "EN" | "FT" | "Data Analyst" | 72,000 | "USD" | 72,000 | "US" | 100 | "US" | "L" |
6 | 2,020 | "SE" | "FT" | "Lead Data Scientist" | 190,000 | "USD" | 190,000 | "US" | 100 | "US" | "S" |
7 | 2,020 | "MI" | "FT" | "Data Scientist" | 11,000,000 | "HUF" | 35,735 | "HU" | 50 | "HU" | "L" |
8 | 2,020 | "MI" | "FT" | "Business Data Analyst" | 135,000 | "USD" | 135,000 | "US" | 100 | "US" | "L" |
9 | 2,020 | "SE" | "FT" | "Lead Data Engineer" | 125,000 | "USD" | 125,000 | "NZ" | 50 | "NZ" | "S" |
10 | 2,020 | "EN" | "FT" | "Data Scientist" | 45,000 | "EUR" | 51,321 | "FR" | 0 | "FR" | "S" |
11 | 2,020 | "MI" | "FT" | "Data Scientist" | 3,000,000 | "INR" | 40,481 | "IN" | 0 | "IN" | "L" |
12 | 2,020 | "EN" | "FT" | "Data Scientist" | 35,000 | "EUR" | 39,916 | "FR" | 0 | "FR" | "M" |
13 | 2,020 | "MI" | "FT" | "Lead Data Analyst" | 87,000 | "USD" | 87,000 | "US" | 100 | "US" | "L" |
14 | 2,020 | "MI" | "FT" | "Data Analyst" | 85,000 | "USD" | 85,000 | "US" | 100 | "US" | "L" |
15 | 2,020 | "MI" | "FT" | "Data Analyst" | 8,000 | "USD" | 8,000 | "PK" | 50 | "PK" | "L" |
16 | 2,020 | "EN" | "FT" | "Data Engineer" | 4,450,000 | "JPY" | 41,689 | "JP" | 100 | "JP" | "S" |
17 | 2,020 | "SE" | "FT" | "Big Data Engineer" | 100,000 | "EUR" | 114,047 | "PL" | 100 | "GB" | "S" |
18 | 2,020 | "EN" | "FT" | "Data Science Consultant" | 423,000 | "INR" | 5,707 | "IN" | 50 | "IN" | "M" |
19 | 2,020 | "MI" | "FT" | "Lead Data Engineer" | 56,000 | "USD" | 56,000 | "PT" | 100 | "US" | "M" |
20 | 2,020 | "MI" | "FT" | "Machine Learning Engineer" | 299,000 | "CNY" | 43,331 | "CN" | 0 | "CN" | "M" |
21 | 2,020 | "MI" | "FT" | "Product Data Analyst" | 450,000 | "INR" | 6,072 | "IN" | 100 | "IN" | "L" |
22 | 2,020 | "SE" | "FT" | "Data Engineer" | 42,000 | "EUR" | 47,899 | "GR" | 50 | "GR" | "L" |
23 | 2,020 | "MI" | "FT" | "BI Data Analyst" | 98,000 | "USD" | 98,000 | "US" | 0 | "US" | "M" |
24 | 2,020 | "MI" | "FT" | "Lead Data Scientist" | 115,000 | "USD" | 115,000 | "AE" | 0 | "AE" | "L" |
25 | 2,020 | "EX" | "FT" | "Director of Data Science" | 325,000 | "USD" | 325,000 | "US" | 100 | "US" | "L" |
26 | 2,020 | "EN" | "FT" | "Research Scientist" | 42,000 | "USD" | 42,000 | "NL" | 50 | "NL" | "L" |
27 | 2,020 | "SE" | "FT" | "Data Engineer" | 720,000 | "MXN" | 33,511 | "MX" | 0 | "MX" | "S" |
28 | 2,020 | "EN" | "CT" | "Business Data Analyst" | 100,000 | "USD" | 100,000 | "US" | 100 | "US" | "L" |
29 | 2,020 | "SE" | "FT" | "Machine Learning Manager" | 157,000 | "CAD" | 117,104 | "CA" | 50 | "CA" | "L" |
30 | 2,020 | "MI" | "FT" | "Data Engineering Manager" | 51,999 | "EUR" | 59,303 | "DE" | 100 | "DE" | "S" |
31 | 2,020 | "EN" | "FT" | "Big Data Engineer" | 70,000 | "USD" | 70,000 | "US" | 100 | "US" | "L" |
32 | 2,020 | "SE" | "FT" | "Data Scientist" | 60,000 | "EUR" | 68,428 | "GR" | 100 | "US" | "L" |
33 | 2,020 | "MI" | "FT" | "Research Scientist" | 450,000 | "USD" | 450,000 | "US" | 0 | "US" | "M" |
34 | 2,020 | "MI" | "FT" | "Data Analyst" | 41,000 | "EUR" | 46,759 | "FR" | 50 | "FR" | "L" |
35 | 2,020 | "MI" | "FT" | "Data Engineer" | 65,000 | "EUR" | 74,130 | "AT" | 50 | "AT" | "L" |
36 | 2,020 | "MI" | "FT" | "Data Science Consultant" | 103,000 | "USD" | 103,000 | "US" | 100 | "US" | "L" |
37 | 2,020 | "EN" | "FT" | "Machine Learning Engineer" | 250,000 | "USD" | 250,000 | "US" | 50 | "US" | "L" |
38 | 2,020 | "EN" | "FT" | "Data Analyst" | 10,000 | "USD" | 10,000 | "NG" | 100 | "NG" | "S" |
39 | 2,020 | "EN" | "FT" | "Machine Learning Engineer" | 138,000 | "USD" | 138,000 | "US" | 100 | "US" | "S" |
40 | 2,020 | "MI" | "FT" | "Data Scientist" | 45,760 | "USD" | 45,760 | "PH" | 100 | "US" | "S" |
41 | 2,020 | "EX" | "FT" | "Data Engineering Manager" | 70,000 | "EUR" | 79,833 | "ES" | 50 | "ES" | "L" |
42 | 2,020 | "MI" | "FT" | "Machine Learning Infrastructure Engineer" | 44,000 | "EUR" | 50,180 | "PT" | 0 | "PT" | "M" |
43 | 2,020 | "MI" | "FT" | "Data Engineer" | 106,000 | "USD" | 106,000 | "US" | 100 | "US" | "L" |
44 | 2,020 | "MI" | "FT" | "Data Engineer" | 88,000 | "GBP" | 112,872 | "GB" | 50 | "GB" | "L" |
45 | 2,020 | "EN" | "PT" | "ML Engineer" | 14,000 | "EUR" | 15,966 | "DE" | 100 | "DE" | "S" |
46 | 2,020 | "MI" | "FT" | "Data Scientist" | 60,000 | "GBP" | 76,958 | "GB" | 100 | "GB" | "S" |
47 | 2,020 | "SE" | "FT" | "Data Engineer" | 188,000 | "USD" | 188,000 | "US" | 100 | "US" | "L" |
48 | 2,020 | "MI" | "FT" | "Data Scientist" | 105,000 | "USD" | 105,000 | "US" | 100 | "US" | "L" |
49 | 2,020 | "MI" | "FT" | "Data Engineer" | 61,500 | "EUR" | 70,139 | "FR" | 50 | "FR" | "L" |
50 | 2,020 | "EN" | "FT" | "Data Analyst" | 450,000 | "INR" | 6,072 | "IN" | 0 | "IN" | "S" |
51 | 2,020 | "EN" | "FT" | "Data Analyst" | 91,000 | "USD" | 91,000 | "US" | 100 | "US" | "L" |
52 | 2,020 | "EN" | "FT" | "AI Scientist" | 300,000 | "DKK" | 45,896 | "DK" | 50 | "DK" | "S" |
53 | 2,020 | "EN" | "FT" | "Data Engineer" | 48,000 | "EUR" | 54,742 | "PK" | 100 | "DE" | "L" |
54 | 2,020 | "SE" | "FL" | "Computer Vision Engineer" | 60,000 | "USD" | 60,000 | "RU" | 100 | "US" | "S" |
55 | 2,020 | "SE" | "FT" | "Principal Data Scientist" | 130,000 | "EUR" | 148,261 | "DE" | 100 | "DE" | "M" |
56 | 2,020 | "MI" | "FT" | "Data Scientist" | 34,000 | "EUR" | 38,776 | "ES" | 100 | "ES" | "M" |
57 | 2,020 | "MI" | "FT" | "Data Scientist" | 118,000 | "USD" | 118,000 | "US" | 100 | "US" | "M" |
58 | 2,020 | "SE" | "FT" | "Data Scientist" | 120,000 | "USD" | 120,000 | "US" | 50 | "US" | "L" |
59 | 2,020 | "MI" | "FT" | "Data Scientist" | 138,350 | "USD" | 138,350 | "US" | 100 | "US" | "M" |
60 | 2,020 | "MI" | "FT" | "Data Engineer" | 110,000 | "USD" | 110,000 | "US" | 100 | "US" | "L" |
61 | 2,020 | "MI" | "FT" | "Data Engineer" | 130,800 | "USD" | 130,800 | "ES" | 100 | "US" | "M" |
62 | 2,020 | "EN" | "PT" | "Data Scientist" | 19,000 | "EUR" | 21,669 | "IT" | 50 | "IT" | "S" |
63 | 2,020 | "SE" | "FT" | "Data Scientist" | 412,000 | "USD" | 412,000 | "US" | 100 | "US" | "L" |
64 | 2,020 | "SE" | "FT" | "Machine Learning Engineer" | 40,000 | "EUR" | 45,618 | "HR" | 100 | "HR" | "S" |
65 | 2,020 | "EN" | "FT" | "Data Scientist" | 55,000 | "EUR" | 62,726 | "DE" | 50 | "DE" | "S" |
66 | 2,020 | "EN" | "FT" | "Data Scientist" | 43,200 | "EUR" | 49,268 | "DE" | 0 | "DE" | "S" |
67 | 2,020 | "SE" | "FT" | "Data Science Manager" | 190,200 | "USD" | 190,200 | "US" | 100 | "US" | "M" |
68 | 2,020 | "EN" | "FT" | "Data Scientist" | 105,000 | "USD" | 105,000 | "US" | 100 | "US" | "S" |
69 | 2,020 | "SE" | "FT" | "Data Scientist" | 80,000 | "EUR" | 91,237 | "AT" | 0 | "AT" | "S" |
70 | 2,020 | "MI" | "FT" | "Data Scientist" | 55,000 | "EUR" | 62,726 | "FR" | 50 | "LU" | "S" |
71 | 2,020 | "MI" | "FT" | "Data Scientist" | 37,000 | "EUR" | 42,197 | "FR" | 50 | "FR" | "S" |
72 | 2,021 | "EN" | "FT" | "Research Scientist" | 60,000 | "GBP" | 82,528 | "GB" | 50 | "GB" | "L" |
73 | 2,021 | "EX" | "FT" | "BI Data Analyst" | 150,000 | "USD" | 150,000 | "IN" | 100 | "US" | "L" |
74 | 2,021 | "EX" | "FT" | "Head of Data" | 235,000 | "USD" | 235,000 | "US" | 100 | "US" | "L" |
75 | 2,021 | "SE" | "FT" | "Data Scientist" | 45,000 | "EUR" | 53,192 | "FR" | 50 | "FR" | "L" |
76 | 2,021 | "MI" | "FT" | "BI Data Analyst" | 100,000 | "USD" | 100,000 | "US" | 100 | "US" | "M" |
77 | 2,021 | "MI" | "PT" | "3D Computer Vision Researcher" | 400,000 | "INR" | 5,409 | "IN" | 50 | "IN" | "M" |
78 | 2,021 | "MI" | "CT" | "ML Engineer" | 270,000 | "USD" | 270,000 | "US" | 100 | "US" | "L" |
79 | 2,021 | "EN" | "FT" | "Data Analyst" | 80,000 | "USD" | 80,000 | "US" | 100 | "US" | "M" |
80 | 2,021 | "SE" | "FT" | "Data Analytics Engineer" | 67,000 | "EUR" | 79,197 | "DE" | 100 | "DE" | "L" |
81 | 2,021 | "MI" | "FT" | "Data Engineer" | 140,000 | "USD" | 140,000 | "US" | 100 | "US" | "L" |
82 | 2,021 | "MI" | "FT" | "Applied Data Scientist" | 68,000 | "CAD" | 54,238 | "GB" | 50 | "CA" | "L" |
83 | 2,021 | "MI" | "FT" | "Machine Learning Engineer" | 40,000 | "EUR" | 47,282 | "ES" | 100 | "ES" | "S" |
84 | 2,021 | "EX" | "FT" | "Director of Data Science" | 130,000 | "EUR" | 153,667 | "IT" | 100 | "PL" | "L" |
85 | 2,021 | "MI" | "FT" | "Data Engineer" | 110,000 | "PLN" | 28,476 | "PL" | 100 | "PL" | "L" |
86 | 2,021 | "EN" | "FT" | "Data Analyst" | 50,000 | "EUR" | 59,102 | "FR" | 50 | "FR" | "M" |
87 | 2,021 | "MI" | "FT" | "Data Analytics Engineer" | 110,000 | "USD" | 110,000 | "US" | 100 | "US" | "L" |
88 | 2,021 | "SE" | "FT" | "Lead Data Analyst" | 170,000 | "USD" | 170,000 | "US" | 100 | "US" | "L" |
89 | 2,021 | "SE" | "FT" | "Data Analyst" | 80,000 | "USD" | 80,000 | "BG" | 100 | "US" | "S" |
90 | 2,021 | "SE" | "FT" | "Marketing Data Analyst" | 75,000 | "EUR" | 88,654 | "GR" | 100 | "DK" | "L" |
91 | 2,021 | "EN" | "FT" | "Data Science Consultant" | 65,000 | "EUR" | 76,833 | "DE" | 100 | "DE" | "S" |
92 | 2,021 | "MI" | "FT" | "Lead Data Analyst" | 1,450,000 | "INR" | 19,609 | "IN" | 100 | "IN" | "L" |
93 | 2,021 | "SE" | "FT" | "Lead Data Engineer" | 276,000 | "USD" | 276,000 | "US" | 0 | "US" | "L" |
94 | 2,021 | "EN" | "FT" | "Data Scientist" | 2,200,000 | "INR" | 29,751 | "IN" | 50 | "IN" | "L" |
95 | 2,021 | "MI" | "FT" | "Cloud Data Engineer" | 120,000 | "SGD" | 89,294 | "SG" | 50 | "SG" | "L" |
96 | 2,021 | "EN" | "PT" | "AI Scientist" | 12,000 | "USD" | 12,000 | "BR" | 100 | "US" | "S" |
97 | 2,021 | "MI" | "FT" | "Financial Data Analyst" | 450,000 | "USD" | 450,000 | "US" | 100 | "US" | "L" |
98 | 2,021 | "EN" | "FT" | "Computer Vision Software Engineer" | 70,000 | "USD" | 70,000 | "US" | 100 | "US" | "M" |
99 | 2,021 | "MI" | "FT" | "Computer Vision Software Engineer" | 81,000 | "EUR" | 95,746 | "DE" | 100 | "US" | "S" |
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