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A salary survey was conducted to explore the monthly salary of a sample of employees from different education background, who are working in public and
A salary survey was conducted to explore the monthly salary of a sample of employees from different education background, who are working in public and private organizations.
Use the Salary Data Sheet provided to perform the following tasks and comment on the results:
- Identify the type of each parameter (Qualitative & Quantitative).
- Create summary table for Job Level.
- Draw bar graph for Education.
- Draw pie chart for Sector.
- Draw a histogram for salary.
- Calculate descriptive statistics of Salary and test its normality.
- Draw box blot for Age and determine the existence of outliers.
- Draw a Pareto chart for total salary of each Discipline & present your conclusion about the vital few.
Name | Job Level | Sector | Education | Discipline | Age | Salary | Customer Satisfaction |
1 | Senior | Private | Master | Business | 31.5 | 8,853 | 9 |
2 | Senior | Private | Bachelor | Engineering | 36.2 | 10,206 | 10 |
3 | Junior | Public | Bachelor | Lawyer | 26.9 | 5,039 | 10 |
4 | Manager | Private | Bachelor | Lawyer | 55.1 | 12,028 | 5 |
5 | Junior | Public | Bachelor | Engineering | 27.4 | 6,952 | 3 |
6 | Senior | Public | Master | Engineering | 29.7 | 7,519 | 7 |
7 | Manager | Private | Bachelor | IT | 46.3 | 24,903 | 4 |
8 | Senior | Private | Bachelor | IT | 35.7 | 9,889 | 1 |
9 | Manager | Private | Doctorate | Lawyer | 56.1 | 9,514 | 1 |
10 | Senior | Private | Doctorate | IT | 35.6 | 8,013 | 2 |
11 | Senior | Private | Master | Business | 35.6 | 8,020 | 2 |
12 | Manager | Private | Bachelor | Business | 57.3 | 25,622 | 1 |
13 | Manager | Private | Master | IT | 56.0 | 12,786 | 6 |
14 | Manager | Public | Bachelor | Business | 54.3 | 27,412 | 9 |
15 | Manager | Private | Master | Engineering | 45.3 | 17,617 | 3 |
16 | Senior | Private | Bachelor | Business | 33.5 | 9,597 | 4 |
17 | Manager | Private | Master | Lawyer | 49.1 | 9,097 | 2 |
18 | Manager | Private | Master | Engineering | 49.1 | 11,561 | 2 |
19 | Manager | Private | Doctorate | IT | 54.5 | 16,475 | 8 |
20 | Junior | Public | Bachelor | Lawyer | 24.6 | 7,400 | 1 |
21 | Senior | Private | Master | Engineering | 35.0 | 9,593 | 1 |
22 | Senior | Private | Master | Engineering | 31.2 | 11,365 | 2 |
23 | Senior | Private | Master | Engineering | 36.2 | 7,710 | 2 |
24 | Junior | Private | Bachelor | IT | 26.3 | 4,938 | 3 |
25 | Manager | Private | Master | Business | 49.7 | 23,732 | 8 |
26 | Junior | Public | Bachelor | Engineering | 26.4 | 6,340 | 4 |
27 | Junior | Public | Bachelor | Lawyer | 27.0 | 5,061 | 2 |
28 | Manager | Private | Master | Business | 56.4 | 25,540 | 9 |
29 | Manager | Private | Bachelor | Business | 48.2 | 17,392 | 8 |
30 | Manager | Private | Bachelor | Business | 54.0 | 16,177 | 3 |
31 | Manager | Private | Doctorate | Lawyer | 49.2 | 16,239 | 2 |
32 | Manager | Private | Doctorate | Engineering | 51.6 | 14,803 | 5 |
33 | Manager | Private | Bachelor | Lawyer | 52.9 | 20,914 | 6 |
34 | Manager | Private | Master | Engineering | 56.4 | 10,692 | 5 |
35 | Senior | Public | Doctorate | Business | 35.4 | 7,363 | 4 |
36 | Senior | Private | Master | IT | 33.1 | 7,951 | 1 |
37 | Junior | Public | Bachelor | Business | 26.1 | 7,436 | 5 |
38 | Senior | Public | Master | IT | 33.1 | 7,178 | 7 |
39 | Senior | Public | Master | Engineering | 34.3 | 9,336 | 8 |
40 | Manager | Private | Bachelor | Business | 51.8 | 21,902 | 7 |
41 | Manager | Private | Bachelor | Engineering | 57.8 | 14,642 | 9 |
42 | Senior | Private | Master | Business | 35.5 | 9,797 | 10 |
43 | Junior | Public | Bachelor | IT | 27.7 | 6,688 | 10 |
44 | Senior | Private | Bachelor | Engineering | 31.7 | 10,046 | 3 |
45 | Senior | Public | Bachelor | Lawyer | 34.6 | 7,141 | 3 |
46 | Senior | Public | Doctorate | Lawyer | 35.0 | 10,223 | 8 |
47 | Senior | Private | Doctorate | Engineering | 34.9 | 9,436 | 9 |
48 | Manager | Private | Master | IT | 35.6 | 9,058 | 1 |
49 | Senior | Private | Bachelor | Business | 38.5 | 8,979 | 5 |
50 | Manager | Private | Bachelor | Engineering | 48.2 | 16,120 | 10 |
51 | Manager | Private | Doctorate | Lawyer | 35.8 | 29,101 | 1 |
52 | Manager | Private | Master | Lawyer | 50.0 | 19,833 | 3 |
53 | Manager | Private | Doctorate | IT | 47.9 | 24,556 | 7 |
54 | Senior | Private | Master | IT | 29.1 | 10,455 | 4 |
55 | Manager | Private | Doctorate | Business | 44.2 | 9,064 | 9 |
56 | Senior | Private | Master | Business | 30.9 | 11,398 | 1 |
57 | Senior | Private | Master | Lawyer | 33.0 | 10,433 | 9 |
58 | Senior | Private | Master | IT | 29.2 | 11,284 | 10 |
59 | Senior | Private | Doctorate | IT | 34.9 | 10,544 | 3 |
60 | Senior | Public | Master | Engineering | 35.9 | 7,759 | 2 |
61 | Manager | Public | Master | Engineering | 51.8 | 28,880 | 2 |
62 | Senior | Private | Master | Engineering | 34.7 | 8,989 | 10 |
63 | Junior | Public | Bachelor | IT | 24.1 | 6,537 | 8 |
64 | Manager | Private | Bachelor | Lawyer | 35.2 | 12,311 | 8 |
65 | Senior | Private | Master | IT | 39.6 | 9,490 | 3 |
66 | Manager | Private | Bachelor | Engineering | 52.5 | 12,223 | 1 |
67 | Manager | Private | Doctorate | Lawyer | 45.9 | 11,335 | 5 |
68 | Junior | Public | Bachelor | Engineering | 25.1 | 7,748 | 6 |
69 | Junior | Private | Bachelor | Business | 25.9 | 6,941 | 7 |
70 | Senior | Private | Master | Lawyer | 28.4 | 9,770 | 6 |
71 | Manager | Private | Bachelor | Lawyer | 49.4 | 25,260 | 10 |
72 | Senior | Private | Bachelor | IT | 35.9 | 11,220 | 1 |
73 | Junior | Public | Bachelor | Lawyer | 24.4 | 7,357 | 10 |
74 | Senior | Private | Master | Lawyer | 34.1 | 9,140 | 3 |
75 | Manager | Private | Bachelor | Lawyer | 35.1 | 10,986 | 7 |
76 | Manager | Private | Master | Lawyer | 57.9 | 14,675 | 6 |
77 | Senior | Private | Bachelor | Lawyer | 35.3 | 8,718 | 4 |
78 | Senior | Public | Doctorate | IT | 32.0 | 8,573 | 8 |
79 | Manager | Private | Bachelor | Lawyer | 54.5 | 22,728 | 1 |
80 | Senior | Private | Master | Business | 29.9 | 9,616 | 1 |
81 | Senior | Private | Doctorate | Engineering | 32.9 | 8,903 | 6 |
82 | Senior | Private | Master | Business | 30.6 | 8,993 | 1 |
83 | Junior | Public | Bachelor | Engineering | 26.9 | 5,165 | 3 |
84 | Manager | Private | Master | Engineering | 57.9 | 17,567 | 3 |
85 | Junior | Public | Bachelor | Business | 25.2 | 5,686 | 1 |
86 | Senior | Private | Bachelor | IT | 38.9 | 9,637 | 5 |
87 | Senior | Private | Master | Lawyer | 30.7 | 7,894 | 10 |
88 | Senior | Private | Bachelor | Engineering | 28.1 | 10,445 | 5 |
89 | Senior | Private | Master | IT | 39.5 | 10,251 | 7 |
90 | Manager | Private | Doctorate | Lawyer | 46.2 | 14,876 | 7 |
91 | Senior | Private | Bachelor | IT | 38.3 | 11,347 | 7 |
92 | Senior | Private | Master | Engineering | 35.3 | 11,555 | 6 |
93 | Senior | Public | Doctorate | Lawyer | 35.2 | 8,682 | 8 |
94 | Senior | Private | Doctorate | Business | 35.5 | 7,781 | 7 |
95 | Manager | Public | Master | Engineering | 35.1 | 27,323 | 4 |
96 | Senior | Private | Master | Lawyer | 35.1 | 9,002 | 6 |
97 | Senior | Private | Bachelor | IT | 29.1 | 9,410 | 9 |
98 | Senior | Private | Doctorate | Lawyer | 32.1 | 10,333 | 7 |
99 | Senior | Private | Bachelor | Business | 35.8 | 10,995 | 1 |
100 | Senior | Private | Doctorate | Business | 36.4 | 8,379 | 9 |
101 | Senior | Private | Master | Lawyer | 31.9 | 9,744 | 1 |
102 | Manager | Private | Bachelor | IT | 35.0 | 12,228 | 5 |
103 | Senior | Private | Master | Engineering | 30.3 | 8,054 | 5 |
104 | Manager | Private | Master | Business | 45.9 | 8,880 | 7 |
105 | Manager | Public | Doctorate | Lawyer | 48.8 | 27,281 | 2 |
106 | Manager | Private | Master | Business | 51.2 | 17,628 | 4 |
107 | Senior | Public | Master | Engineering | 39.2 | 8,186 | 10 |
108 | Senior | Public | Bachelor | Business | 29.6 | 7,442 | 10 |
109 | Manager | Private | Master | Lawyer | 51.0 | 21,585 | 1 |
110 | Senior | Public | Master | Business | 35.8 | 9,121 | 9 |
111 | Senior | Public | Doctorate | Lawyer | 39.8 | 6,881 | 5 |
112 | Senior | Private | Bachelor | Engineering | 34.4 | 8,787 | 6 |
113 | Senior | Private | Bachelor | Engineering | 33.2 | 8,375 | 7 |
114 | Senior | Private | Master | IT | 39.1 | 8,776 | 8 |
115 | Manager | Private | Doctorate | Business | 52.9 | 30,378 | 1 |
116 | Senior | Private | Master | IT | 35.2 | 7,412 | 2 |
117 | Manager | Private | Master | Engineering | 57.7 | 20,798 | 1 |
118 | Manager | Private | Master | IT | 47.3 | 28,234 | 1 |
119 | Junior | Private | Bachelor | Business | 25.5 | 8,003 | 8 |
120 | Junior | Public | Bachelor | IT | 26.1 | 7,076 | 7 |
121 | Senior | Public | Doctorate | Engineering | 35.6 | 7,691 | 5 |
122 | Senior | Public | Master | Engineering | 35.8 | 7,708 | 9 |
123 | Senior | Private | Master | Business | 31.0 | 11,144 | 8 |
124 | Senior | Private | Doctorate | IT | 35.4 | 9,391 | 3 |
125 | Senior | Private | Master | Lawyer | 34.2 | 11,536 | 4 |
126 | Manager | Public | Master | Engineering | 51.5 | 27,676 | 2 |
127 | Senior | Public | Doctorate | IT | 38.4 | 7,543 | 5 |
128 | Manager | Private | Bachelor | Lawyer | 58.0 | 11,819 | 6 |
129 | Senior | Private | Doctorate | Engineering | 35.7 | 10,660 | 6 |
130 | Senior | Public | Doctorate | Lawyer | 39.0 | 7,049 | 6 |
131 | Senior | Public | Doctorate | IT | 36.5 | 10,675 | 9 |
132 | Manager | Private | Master | Engineering | 55.0 | 18,295 | 3 |
133 | Senior | Private | Bachelor | Business | 36.4 | 10,622 | 3 |
134 | Senior | Private | Bachelor | IT | 30.1 | 9,395 | 2 |
135 | Manager | Private | Doctorate | Business | 53.3 | 21,463 | 4 |
136 | Manager | Private | Master | Business | 46.1 | 9,021 | 3 |
137 | Manager | Private | Master | Lawyer | 54.7 | 24,137 | 5 |
138 | Manager | Public | Bachelor | IT | 57.2 | 25,036 | 5 |
139 | Senior | Private | Bachelor | IT | 35.0 | 8,627 | 3 |
140 | Senior | Private | Master | Engineering | 37.6 | 11,318 | 5 |
141 | Manager | Private | Master | IT | 45.3 | 11,582 | 4 |
142 | Manager | Private | Master | Lawyer | 57.9 | 13,860 | 10 |
143 | Manager | Private | Doctorate | IT | 45.3 | 26,649 | 4 |
144 | Junior | Public | Bachelor | Engineering | 26.1 | 6,305 | 9 |
145 | Senior | Private | Master | Engineering | 36.5 | 11,071 | 9 |
146 | Senior | Private | Doctorate | IT | 38.1 | 8,247 | 7 |
147 | Senior | Private | Master | Lawyer | 36.8 | 9,100 | 3 |
148 | Manager | Private | Bachelor | Business | 53.2 | 20,050 | 1 |
149 | Senior | Private | Bachelor | Lawyer | 32.2 | 10,474 | 6 |
150 | Senior | Private | Bachelor | IT | 39.7 | 10,495 | 8 |
151 | Manager | Private | Bachelor | Lawyer | 54.6 | 21,728 | 5 |
152 | Manager | Private | Bachelor | Engineering | 48.3 | 12,447 | 6 |
153 | Junior | Public | Bachelor | Engineering | 24.2 | 5,085 | 6 |
154 | Senior | Private | Master | Business | 32.4 | 10,076 | 5 |
155 | Senior | Private | Bachelor | Engineering | 35.4 | 9,002 | 8 |
156 | Manager | Private | Bachelor | IT | 45.9 | 16,642 | 1 |
157 | Manager | Public | Bachelor | Lawyer | 45.7 | 27,996 | 7 |
158 | Manager | Private | Master | Engineering | 46.2 | 12,939 | 4 |
159 | Senior | Private | Bachelor | Engineering | 29.4 | 10,729 | 9 |
160 | Senior | Private | Master | IT | 37.2 | 9,812 | 10 |
161 | Senior | Private | Doctorate | Business | 37.7 | 8,639 | 1 |
162 | Manager | Private | Bachelor | IT | 48.3 | 10,132 | 8 |
163 | Junior | Public | Master | Engineering | 27.9 | 8,219 | 8 |
164 | Manager | Private | Doctorate | Lawyer | 50.8 | 22,599 | 10 |
165 | Senior | Private | Doctorate | Business | 35.3 | 9,587 | 10 |
166 | Manager | Private | Master | IT | 53.2 | 12,630 | 2 |
167 | Manager | Private | Master | Engineering | 48.1 | 21,201 | 3 |
168 | Manager | Private | Bachelor | Business | 53.1 | 20,581 | 3 |
169 | Manager | Private | Doctorate | Business | 51.7 | 26,555 | 9 |
170 | Senior | Private | Doctorate | Business | 36.1 | 11,280 | 7 |
171 | Manager | Private | Master | Lawyer | 45.1 | 22,317 | 3 |
172 | Manager | Private | Master | IT | 35.7 | 9,568 | 6 |
173 | Senior | Private | Bachelor | Engineering | 33.8 | 8,091 | 4 |
174 | Senior | Private | Doctorate | IT | 35.5 | 9,890 | 8 |
175 | Senior | Private | Master | Business | 28.0 | 10,101 | 7 |
176 | Manager | Private | Master | Lawyer | 44.9 | 17,569 | 8 |
177 | Senior | Private | Master | Business | 36.8 | 10,770 | 1 |
178 | Senior | Private | Bachelor | Engineering | 28.3 | 10,993 | 9 |
179 | Manager | Private | Master | Business | 56.0 | 24,573 | 6 |
180 | Manager | Private | Doctorate | Business | 55.8 | 29,492 | 6 |
181 | Senior | Private | Bachelor | Lawyer | 29.3 | 8,496 | 5 |
182 | Senior | Private | Bachelor | Business | 33.3 | 10,504 | 2 |
183 | Manager | Public | Doctorate | Engineering | 56.9 | 28,863 | 6 |
184 | Manager | Public | Master | IT | 49.8 | 27,279 | 9 |
185 | Senior | Private | Master | Business | 35.1 | 10,927 | 2 |
186 | Senior | Private | Doctorate | Lawyer | 32.5 | 10,626 | 6 |
187 | Senior | Private | Bachelor | Engineering | 35.1 | 8,059 | 9 |
188 | Manager | Private | Bachelor | Engineering | 48.5 | 28,139 | 6 |
189 | Manager | Private | Doctorate | Business | 57.6 | 29,533 | 7 |
190 | Senior | Public | Master | Business | 35.1 | 6,864 | 2 |
191 | Manager | Private | Doctorate | Business | 57.7 | 9,082 | 8 |
192 | Manager | Private | Bachelor | Engineering | 47.1 | 19,652 | 3 |
193 | Senior | Private | Master | Lawyer | 34.8 | 6,939 | 1 |
194 | Junior | Public | Bachelor | Engineering | 26.5 | 6,542 | 4 |
195 | Senior | Private | Master | Business | 32.3 | 7,964 | 3 |
196 | Manager | Public | Master | Lawyer | 54.6 | 28,025 | 8 |
197 | Senior | Private | Master | IT | 38.4 | 9,440 | 8 |
198 | Manager | Private | Bachelor | Business | 50.5 | 9,086 | 1 |
199 | Manager | Public | Doctorate | Engineering | 50.3 | 29,765 | 6 |
200 | Senior | Public | Bachelor | Lawyer | 36.9 | 7,219 | 1 |
201 | Junior | Private | Bachelor | Lawyer | 24.1 | 4,873 | 9 |
202 | Manager | Public | Bachelor | Engineering | 35.8 | 10,860 | 7 |
203 | Senior | Private | Doctorate | Business | 35.6 | 8,514 | 1 |
204 | Senior | Private | Master | Lawyer | 30.4 | 9,972 | 1 |
205 | Senior | Private | Master | Engineering | 38.7 | 8,389 | 5 |
206 | Manager | Private | Doctorate | Business | 57.7 | 15,081 | 6 |
207 | Senior | Private | Master | Business | 31.3 | 9,408 | 9 |
208 | Manager | Public | Master | Lawyer | 57.1 | 9,884 | 7 |
209 | Manager | Private | Bachelor | IT | 50.4 | 25,752 | 8 |
210 | Senior | Private | Master | Engineering | 34.1 | 11,355 | 10 |
211 | Manager | Private | Master | Engineering | 56.4 | 11,897 | 1 |
212 | Manager | Private | Doctorate | Lawyer | 52.7 | 9,133 | 7 |
213 | Junior | Public | Master | Business | 27.7 | 4,844 | 6 |
214 | Junior | Public | Bachelor | Lawyer | 24.2 | 4,974 | 2 |
215 | Junior | Public | Bachelor | Lawyer | 24.9 | 7,449 | 7 |
216 | Manager | Private | Doctorate | IT | 46.6 | 14,133 | 5 |
217 | Manager | Private | Doctorate | IT | 35.3 | 12,694 | 6 |
218 | Manager | Private | Master | Business | 45.4 | 22,058 | 4 |
219 | Senior | Private | Doctorate | IT | 35.4 | 10,647 | 9 |
220 | Junior | Public | Bachelor | Lawyer | 26.8 | 5,634 | 6 |
221 | Junior | Public | Bachelor | Business | 25.4 | 7,645 | 4 |
222 | Senior | Private | Doctorate | Engineering | 35.8 | 11,515 | 7 |
223 | Manager | Private | Bachelor | Lawyer | 47.5 | 14,269 | 9 |
224 | Senior | Public | Master | Engineering | 36.1 | 7,467 | 6 |
225 | Manager | Private | Doctorate | Business | 55.9 | 18,680 | 7 |
226 | Manager | Private | Bachelor | Business | 50.5 | 29,807 | 4 |
227 | Manager | Private | Doctorate | Lawyer | 48.6 | 14,551 | 10 |
228 | Manager | Private | Doctorate | IT | 49.4 | 16,164 | 6 |
229 | Senior | Public | Doctorate | IT | 37.5 | 7,000 | 7 |
230 | Manager | Public | Doctorate | Engineering | 48.2 | 26,177 | 2 |
231 | Manager | Private | Doctorate | Business | 49.6 | 20,718 | 2 |
232 | Senior | Private | Doctorate | Business | 32.5 | 8,621 | 7 |
233 | Senior | Private | Bachelor | Lawyer | 29.9 | 10,644 | 9 |
234 | Manager | Private | Doctorate | IT | 44.3 | 12,237 | 9 |
235 | Senior | Private | Bachelor | Engineering | 35.1 | 10,980 | 10 |
236 | Manager | Private | Doctorate | Engineering | 52.1 | 18,665 | 8 |
237 | Junior | Public | Bachelor | Business | 24.8 | 7,469 | 4 |
238 | Senior | Public | Doctorate | Business | 35.5 | 8,214 | 5 |
239 | Junior | Public | Bachelor | IT | 25.6 | 5,323 | 7 |
240 | Manager | Private | Bachelor | Lawyer | 46.6 | 8,912 | 8 |
241 | Senior | Private | Master | Lawyer | 33.3 | 6,937 | 3 |
242 | Senior | Private | Bachelor | IT | 33.0 | 10,278 | 7 |
243 | Senior | Public | Bachelor | Business | 38.5 | 7,189 | 4 |
244 | Manager | Private | Master | Lawyer | 35.5 | 26,468 | 9 |
245 | Senior | Private | Master | Engineering | 32.0 | 9,818 | 8 |
246 | Manager | Private | Doctorate | Lawyer | 35.3 | 15,520 | 3 |
247 | Senior | Private | Bachelor | Engineering | 37.9 | 11,256 | 1 |
248 | Senior | Private | Master | Business | 38.8 | 10,754 | 6 |
249 | Senior | Private | Master | Lawyer | 32.1 | 10,475 | 1 |
250 | Senior | Private | Bachelor | Business | 32.3 | 6,949 | 8 |
251 | Senior | Private | Master | Lawyer | 28.2 | 8,046 | 9 |
252 | Senior | Private | Master | Engineering | 35.7 | 9,090 | 6 |
253 | Manager | Private | Doctorate | Lawyer | 52.4 | 17,523 | 3 |
254 | Manager | Private | Bachelor | Engineering | 56.7 | 14,036 | 6 |
255 | Senior | Private | Doctorate | Engineering | 35.2 | 7,134 | 4 |
256 | Junior | Private | Master | Lawyer | 27.1 | 8,158 | 8 |
257 | Senior | Private | Master | IT | 38.3 | 7,980 | 10 |
258 | Junior | Public | Bachelor | Business | 24.2 | 5,593 | 10 |
259 | Senior | Private | Master | Engineering | 28.6 | 10,911 | 7 |
260 | Manager | Private | Master | Business | 48.6 | 20,025 | 3 |
261 | Manager | Private | Doctorate | Business | 49.6 | 19,253 | 4 |
262 | Manager | Private | Master | Engineering | 57.2 | 29,441 | 1 |
263 | Senior | Private | Master | Business | 31.6 | 10,962 | 6 |
264 | Junior | Public | Bachelor | Business | 26.4 | 6,001 | 5 |
265 | Junior | Public | Bachelor | Lawyer | 26.0 | 5,697 | 9 |
266 | Senior | Private | Doctorate | Lawyer | 34.5 | 9,640 | 7 |
267 | Manager | Private | Master | Engineering | 46.4 | 24,949 | 4 |
268 | Manager | Private | Bachelor | Lawyer | 44.5 | 15,825 | 5 |
269 | Senior | Private | Doctorate | Lawyer | 39.3 | 8,890 | 10 |
270 | Senior | Public | Doctorate | Lawyer | 34.4 | 7,618 | 6 |
271 | Manager | Private | Bachelor | IT | 51.8 | 25,862 | 5 |
272 | Junior | Public | Bachelor | IT | 24.1 | 6,862 | 1 |
273 | Senior | Public | Bachelor | Engineering | 35.6 | 7,472 | 3 |
274 | Junior | Public | Bachelor | IT | 26.1 | 6,429 | 8 |
275 | Senior | Private | Doctorate | Engineering | 32.6 | 6,937 | 3 |
276 | Senior | Private | Bachelor | Lawyer | 30.2 | 9,208 | 10 |
277 | Manager | Private | Master | Business | 45.4 | 25,316 | 6 |
278 | Manager | Private | Doctorate | Engineering | 50.1 | 23,798 | 5 |
279 | Senior | Public | Master | IT | 38.1 | 9,944 | 8 |
280 | Senior | Public | Master | Engineering | 29.0 | 7,662 | 2 |
281 | Senior | Private | Bachelor | Engineering | 28.6 | 8,600 | 9 |
282 | Manager | Private | Bachelor | Lawyer | 49.7 | 11,078 | 6 |
283 | Senior | Private | Master | Business | 35.3 | 10,722 | 10 |
284 | Manager | Private | Doctorate | Engineering | 54.8 | 17,755 | 10 |
285 | Senior | Private | Doctorate | Business | 34.9 | 10,352 | 4 |
286 | Senior | Public | Bachelor | Engineering | 34.1 | 10,872 | 6 |
287 | Manager | Public | Master | IT | 47.0 | 27,600 | 3 |
288 | Senior | Private | Doctorate | IT | 37.5 | 8,232 | 6 |
289 | Manager | Private | Bachelor | IT | 35.3 | 20,172 | 6 |
290 | Senior | Private | Master | Engineering | 35.1 | 10,587 | 5 |
291 | Manager | Private | Bachelor | Engineering | 45.1 | 15,674 | 3 |
292 | Junior | Private | Bachelor | Business | 27.5 | 7,932 | 6 |
293 | Manager | Private | Bachelor | Business | 50.9 | 30,534 | 7 |
294 | Senior | Public | Doctorate | Engineering | 37.3 | 7,000 | 5 |
295 | Senior | Private | Master | IT | 31.6 | 10,506 | 2 |
296 | Manager | Private | Bachelor | IT | 51.3 | 16,097 | 2 |
297 | Junior | Public | Bachelor | Business | 27.7 | 7,416 | 1 |
298 | Senior | Private | Master | Lawyer | 30.1 | 8,026 | 10 |
299 | Manager | Private | Master | Business | 44.0 | 25,739 | 7 |
300 | Manager | Private | Master | IT | 51.2 | 15,682 | 7 |
301 | Manager | Private | Master | Engineering | 56.2 | 28,298 | 2 |
302 | Senior | Public | Doctorate | Engineering | 35.2 | 8,177 | 2 |
303 | Senior | Private | Master | Engineering | 36.4 | 8,941 | 7 |
304 | Manager | Public | Bachelor | Business | 56.4 | 26,160 | 1 |
305 | Manager | Private | Bachelor | IT | 47.5 | 14,333 | 8 |
306 | Manager | Private | Doctorate | Engineering | 50.2 | 10,492 | 7 |
307 | Senior | Public | Doctorate | Engineering | 34.5 | 7,997 | 3 |
308 | Senior | Private | Doctorate | Engineering | 31.7 | 8,622 | 6 |
309 | Senior | Private | Master | Engineering | 35.8 | 10,487 | 4 |
310 | Manager | Private | Bachelor | IT | 56.4 | 30,507 | 7 |
311 | Senior | Public | Master | Engineering | 32.3 | 10,664 | 9 |
312 | Junior | Public | Bachelor | Lawyer | 24.8 | 7,207 | 7 |
313 | Manager | Private | Bachelor | IT | 46.8 | 28,027 | 7 |
314 | Junior | Public | Bachelor | Business | 27.4 | 5,816 | 7 |
315 | Manager | Private | Doctorate | IT | 51.1 | 23,641 | 8 |
316 | Senior | Private | Master | Lawyer | 28.8 | 8,253 | 9 |
317 | Manager | Private | Doctorate | Business | 49.9 | 20,022 | 5 |
318 | Manager | Private | Bachelor | Lawyer | 48.7 | 16,785 | 7 |
319 | Manager | Private | Bachelor | Business | 57.1 | 14,812 | 2 |
320 | Senior | Private | Bachelor | IT | 32.2 | 9,619 | 9 |
321 | Manager | Private | Bachelor | Lawyer | 53.0 | 15,520 | 5 |
322 | Manager | Private | Bachelor | Business | 36.0 | 23,688 | 6 |
323 | Senior | Private | Master | Engineering | 29.7 | 11,226 | 5 |
324 | Senior | Private | Master | Business | 28.1 | 8,882 | 5 |
325 | Senior | Private | Bachelor | Business | 32.0 | 7,551 | 6 |
326 | Junior | Public | Bachelor | Business | 24.2 | 6,846 | 7 |
327 | Senior | Private | Bachelor | IT | 34.6 | 7,648 | 3 |
328 | Manager | Private | Master | IT | 45.3 | 9,827 | 10 |
329 | Senior | Private | Master | Engineering | 33.1 | 8,278 | 6 |
330 | Manager | Private | Bachelor | Engineering | 52.6 | 29,759 | 4 |
331 | Manager | Private | Master | IT | 48.7 | 19,859 | 5 |
332 | Manager | Private | Bachelor | Lawyer | 45.6 | 19,269 | 7 |
333 | Senior | Private | Bachelor | Lawyer | 36.4 | 9,430 | 1 |
334 | Senior | Private | Master | Business | 35.7 | 10,468 | 1 |
335 | Senior | Private | Doctorate | Lawyer | 35.2 | 7,849 | 7 |
336 | Manager | Private | Bachelor | IT | 48.6 | 30,415 | 3 |
337 | Manager | Public | Master | Engineering | 55.7 | 27,694 | 4 |
338 | Manager | Public | Doctorate | Engineering | 56.1 | 28,298 | 5 |
339 | Manager | Private | Master | IT | 35.9 | 26,674 | 3 |
340 | Senior | Public | Master | Business | 35.0 | 7,799 | 9 |
341 | Senior | Private | Master | IT | 34.5 | 8,334 | 8 |
342 | Senior | Private | Doctorate | Lawyer | 35.4 | 9,380 | 2 |
343 | Junior | Private | Master | Lawyer | 27.8 | 8,130 | 2 |
344 | Junior | Public | Master | IT | 26.1 | 5,941 | 5 |
345 | Manager | Private | Doctorate | Lawyer | 52.5 | 14,332 | 6 |
346 | Junior | Public | Master | Engineering | 27.7 | 5,997 | 2 |
347 | Senior | Public | Bachelor | IT | 35.3 | 7,580 | 7 |
348 | Manager | Private | Master | IT | 45.4 | 16,460 | 6 |
349 | Junior | Public | Bachelor | Lawyer | 24.4 | 6,619 | 7 |
350 | Senior | Private | Bachelor | Engineering | 31.4 | 7,350 | 7 |
351 | Manager | Private | Doctorate | Business | 49.9 | 9,250 | 8 |
352 | Junior | Public | Bachelor | Engineering | 25.9 | 4,830 | 4 |
353 | Manager | Public | Bachelor | Lawyer | 46.5 | 26,063 | 10 |
354 | Senior | Private | Doctorate | Lawyer | 35.8 | 8,024 | 4 |
355 | Junior | Private | Bachelor | Engineering | 24.2 | 8,034 | 7 |
356 | Senior | Public | Doctorate | Engineering | 32.1 | 7,106 | 4 |
357 | Senior | Private | Doctorate | Engineering | 37.7 | 10,831 | 2 |
358 | Senior | Private | Master | IT | 30.3 | 8,808 | 7 |
359 | Senior | Private | Doctorate | Business | 33.8 | 10,728 | 6 |
360 | Senior | Private | Doctorate | Engineering | 32.1 | 10,839 | 4 |
361 | Junior | Public | Bachelor | Business | 27.9 | 7,777 | 1 |
362 | Manager | Private | Master | Engineering | 46.0 | 26,375 | 5 |
363 | Manager | Private | Doctorate | Engineering | 35.0 | 12,035 | 10 |
364 | Manager | Private | Bachelor | Engineering | 54.8 | 10,375 | 6 |
365 | Senior | Private | Doctorate | Engineering | 34.4 | 8,372 | 8 |
366 | Senior | Public | Doctorate | Lawyer | 37.1 | 10,143 | 4 |
367 | Manager | Private | Doctorate | Engineering | 51.1 | 23,131 | 10 |
368 | Junior | Public | Bachelor | IT | 25.6 | 5,886 | 1 |
369 | Senior | Private | Master | IT | 32.3 | 8,488 | 8 |
370 | Manager | Private | Bachelor | Business | 52.9 | 14,909 | 5 |
371 | Junior | Public | Bachelor | Engineering | 25.2 | 5,951 | 5 |
372 | Senior | Private | Master | Lawyer | 36.9 | 9,898 | 10 |
373 | Junior | Public | Master | Business | 27.0 | 8,004 | 1 |
374 | Senior | Public | Master | IT | 31.5 | 7,431 | 9 |
375 | Senior | Private | Doctorate | IT | 32.7 | 9,830 | 8 |
376 | Senior | Private | Doctorate | Engineering | 36.9 | 8,547 | 8 |
377 | Manager | Private | Bachelor | Business | 46.8 | 25,719 | 8 |
378 | Senior | Private | Master | Lawyer | 29.4 | 11,442 | 4 |
379 | Manager | Private | Doctorate | Lawyer | 50.1 | 24,089 | 3 |
380 | Senior | Public | Doctorate | Business | 35.7 | 7,701 | 1 |
381 | Manager | Private | Doctorate | Engineering | 55.8 | 21,571 | 1 |
382 | Junior | Public | Master | Business | 26.5 | 6,206 | 10 |
383 | Senior | Public | Master | Engineering | 38.2 | 9,676 | 5 |
384 | Junior | Public | Bachelor | Engineering | 25.3 | 5,699 | 1 |
385 | Manager | Private | Doctorate | IT | 45.3 | 19,755 | 10 |
386 | Senior | Private | Master | Lawyer | 28.9 | 9,197 | 4 |
387 | Senior | Private | Doctorate | Engineering | 35.8 | 10,694 | 9 |
388 | Manager | Private | Bachelor | Business | 48.1 | 12,285 | 8 |
389 | Manager | Private | Bachelor | IT | 53.1 | 17,623 | 6 |
390 | Senior | Private | Master | Business | 28.5 | 10,959 | 10 |
391 | Senior | Public | Bachelor | IT | 38.3 | 8,789 | 7 |
392 | Manager | Private | Doctorate | Lawyer | 49.6 | 17,404 | 7 |
393 | Junior | Private | Bachelor | Lawyer | 27.5 | 8,058 | 3 |
394 | Manager | Private | Master | Lawyer | 55.4 | 19,353 | 9 |
395 | Senior | Private | Master | IT | 30.3 | 10,637 | 4 |
396 | Senior | Private | Master | Lawyer | 28.3 | 9,766 | 2 |
397 | Senior | Private | Master | Engineering | 35.4 | 7,470 | 6 |
398 | Junior | Public | Bachelor | Engineering | 25.8 | 7,873 | 2 |
399 | Junior | Public | Bachelor | Business | 27.3 | 6,851 | 10 |
400 | Manager | Private | Bachelor | Business | 49.0 | 18,336 | 6 |
401 | Senior | Public | Master | Engineering | 28.4 | 7,678 | 1 |
402 | Manager | Private | Bachelor | Lawyer | 55.5 | 12,377 | 6 |
403 | Senior | Private | Master | IT | 35.9 | 8,162 | 10 |
404 | Senior | Private | Bachelor | Lawyer | 36.3 | 8,146 | 5 |
405 | Manager | Private | Bachelor | Business | 48.9 | 9,112 | 5 |
406 | Manager | Private | Doctorate | Lawyer | 55.1 | 29,620 | 10 |
407 | Junior | Public | Bachelor | Engineering | 24.2 | 6,343 | 7 |
408 | Junior | Public | Bachelor | Engineering | 25.9 | 7,560 | 1 |
409 | Senior | Private | Doctorate | Lawyer | 35.2 | 9,310 | 4 |
410 | Senior | Private | Doctorate | Lawyer | 35.7 | 9,917 | 2 |
411 | Manager | Private | Bachelor | Business | 57.8 | 20,720 | 6 |
412 | Senior | Private | Doctorate | Lawyer | 33.5 | 9,284 | 5 |
413 | Manager | Private | Doctorate | Engineering | 57.1 | 19,545 | 5 |
414 | Senior | Private | Master | IT | 34.4 | 8,796 | 2 |
415 | Senior | Private | Master | Lawyer | 30.3 | 11,359 | 1 |
416 | Manager | Private | Master | IT | 45.0 | 29,642 | 9 |
417 | Senior | Private | Master | Business | 28.5 | 8,083 | 2 |
418 | Manager | Private | Bachelor | IT | 50.0 | 20,214 | 10 |
419 | Manager | Private | Bachelor | Lawyer | 45.2 | 28,227 | 9 |
420 | Senior | Private | Master | Business | 32.0 | 11,162 | 4 |
421 | Manager | Private | Doctorate | IT | 44.7 | 9,191 | 8 |
422 | Senior | Private | Master | Business | 37.5 | 9,723 | 6 |
423 | Manager | Private | Bachelor | Business | 43.7 | 28,273 | 3 |
424 | Manager | Private | Doctorate | Engineering | 51.0 | 10,941 | 1 |
425 | Manager | Public | Bachelor | Engineering | 55.9 | 27,988 | 3 |
426 | Manager | Private | Master | Lawyer | 49.8 | 10,626 | 8 |
427 | Manager | Public | Master | Engineering | 45.5 | 24,596 | 1 |
428 | Manager | Private | Doctorate | Lawyer | 50.6 | 16,020 | 7 |
429 | Senior | Private | Bachelor | Business | 30.9 | 11,250 | 9 |
430 | Manager | Private | Doctorate | IT | 54.7 | 11,146 | 1 |
431 | Junior | Private | Bachelor | Lawyer | 26.3 | 8,333 | 10 |
432 | Manager | Private | Bachelor | Business | 46.7 | 19,259 | 9 |
433 | Manager | Private | Bachelor | Engineering | 45.5 | 17,894 | 10 |
434 | Manager | Private | Doctorate | Engineering | 43.0 | 10,620 | 4 |
435 | Manager | Private | Bachelor | Engineering | 51.8 | 27,077 | 2 |
436 | Manager | Private | Master | Lawyer | 57.0 | 12,964 | 6 |
437 | Senior | Private | Bachelor | Engineering | 37.2 | 9,999 | 9 |
438 | Manager | Private | Bachelor | Business | 44.5 | 17,442 | 8 |
439 | Senior | Private | Master | Lawyer | 36.3 | 8,227 | 8 |
440 | Manager | Private | Doctorate | Business | 46.2 | 13,785 | 8 |
441 | Senior | Public | Master | Business | 28.8 | 7,153 | 10 |
442 | Junior | Public | Master | Business | 27.2 | 6,912 | 7 |
443 | Junior | Private | Bachelor | IT | 25.0 | 8,536 | 7 |
444 | Senior | Private | Master | Engineering | 39.5 | 10,812 | 5 |
445 | Manager | Private | Master | IT | 51.8 | 11,184 | 2 |
446 | Junior | Public | Master | Business | 27.3 | 5,181 | 2 |
447 | Manager | Private | Bachelor | IT | 53.4 | 14,127 | 6 |
448 | Senior | Private | Master | IT | 33.4 | 10,663 | 1 |
449 | Senior | Private | Doctorate | IT | 31.3 | 8,179 | 9 |
450 | Senior | Private | Bachelor | IT | 30.2 | 9,018 | 10 |
451 | Manager | Private | Bachelor | Engineering | 55.0 | 25,913 | 4 |
452 | Junior | Public | Bachelor | Business | 26.5 | 5,376 | 10 |
453 | Senior | Public | Doctorate | IT | 35.4 | 7,679 | 7 |
454 | Senior | Public | Master | IT | 33.3 | 7,130 | 6 |
455 | Manager | Public | Master | IT | 51.8 | 23,719 | 5 |
456 | Senior | Public | Master | Lawyer | 33.5 | 7,297 | 4 |
457 | Junior | Public | Master | Lawyer | 26.7 | 4,836 | 2 |
458 | Manager | Private | Bachelor | Lawyer | 56.3 | 22,212 | 5 |
459 | Manager | Private | Doctorate | Business | 46.3 | 27,252 | 8 |
460 | Manager | Private | Master | Business | 45.7 | 26,432 | 7 |
461 | Manager | Private | Master | Business | 53.2 | 24,699 | 8 |
462 | Manager | Private | Doctorate | Engineering | 56.2 | 23,576 | 10 |
463 | Manager | Private | Doctorate | Engineering | 47.9 | 22,733 | 6 |
464 | Junior | Public | Bachelor | IT | 27.0 | 6,361 | 9 |
465 | Senior | Public | Doctorate | Business | 35.7 | 7,201 | 6 |
466 | Manager | Private | Bachelor | Lawyer | 47.7 | 12,856 | 3 |
467 | Manager | Private | Doctorate | Business | 48.5 | 26,592 | 5 |
468 | Manager | Private | Master | IT | 46.0 | 20,454 | 7 |
469 | Junior | Public | Bachelor | IT | 26.2 | 6,408 | 7 |
470 | Manager | Public | Master | Lawyer | 35.6 | 27,634 | 10 |
471 | Manager | Private | Master | Business | 52.7 | 24,853 | 9 |
472 | Senior | Private | Doctorate | Lawyer | 39.5 | 11,122 | 10 |
473 | Senior | Private | Master | Business | 35.2 | 8,474 | 5 |
474 | Manager | Private | Bachelor | Lawyer | 43.5 | 23,901 | 2 |
475 | Manager | Private | Bachelor | Engineering | 43.3 | 25,651 | 4 |
476 | Senior | Private | Master | IT | 31.7 | 9,977 | 8 |
477 | Manager | Private | Doctorate | Business | 55.6 | 20,115 | 4 |
478 | Manager | Private | Doctorate | IT | 46.6 | 11,794 | 10 |
479 | Senior | Private | Doctorate | Lawyer | 34.7 | 8,571 | 7 |
480 | Manager | Private | Master | Engineering | 53.6 | 19,406 | 2 |
481 | Senior | Public | Master | Engineering | 33.8 | 7,531 | 2 |
482 | Manager | Private | Doctorate | Business | 47.9 | 12,814 | 4 |
483 | Manager | Private | Master | Business | 46.3 | 13,011 | 1 |
484 | Manager | Public | Bachelor | IT | 44.1 | 26,192 | 6 |
485 | Manager | Private | Bachelor | Lawyer | 53.0 | 21,738 | 4 |
486 | Manager | Private | Master | IT | 45.6 | 10,079 | 6 |
487 | Manager | Private | Master | Engineering | 52.0 | 24,264 | 7 |
488 | Senior | Private | Bachelor | Business | 28.6 | 7,480 | 1 |
489 | Manager | Private | Bachelor | Lawyer<
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