"AD Scientific Index" is the only university/institution ranking system that analyzes the distribution of scientists in an institution according to the 3, 10, 20, 30, 40, 50, 60, 70, 80 and 90 percentiles. In addition to the country, continent and world ranking of all institutions, the "Type of Institution" section provides the ranking of universities separately among All Universities, Private Universities and Public Universities is given separately. You can also find the rankings of institutions, companies and hospitals. The "AD Scientific Index" University Ranking will not only show the areas in which a university is best or focused, but also reflect the results of the institutions' scientist recruitment policies. This feature reveals the ability of institutions to attract successful scientists and the ability of institutions to promote advances and retain scientists. See also: University Subject Rankings
AD Scientific Index - World University/Institution Rankings 2024 | Total Number of Scientists in University/Institution | ||||||||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Country Ranking | Region Ranking | World Ranking | University / Institution | Country | Founded | Source |
Best Scientist in University/Institution World Rank / Name |
Total Institutions in Country |
Total Scientists in Index |
In top %3 | In top %10 | In top %20 | In top %30 | In top %40 | In top %50 | In top %60 | In top %70 | In top %80 | In top %90 |
Total Scientists in Index |
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![]() IBM Corporation
|
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1911 | Company | 2204 |
Soumitra Sarkar
i |
3179 | 1807 | 63 | 316 | 678 | 1,007 | 1,288 | 1,473 | 1,570 | 1,638 | 1,700 | 1,751 | 1,807 | |||||
![]() Microsoft Research
|
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1991 | Company | 1280 |
Eric Horvitz
|
3179 | 1720 | 101 | 284 | 535 | 765 | 983 | 1,193 | 1,303 | 1,421 | 1,521 | 1,620 | 1,720 | |||||
![]() Google Inc.
|
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1998 | Company | 2828 |
David Culler
|
3179 | 3179 | 98 | 416 | 693 | 948 | 1,394 | 1,903 | 2,280 | 2,579 | 2,780 | 2,970 | 3,179 | |||||
![]() Intel Corporation
|
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1968 | Company | 1341 |
Rajivalochan Subramaniam
i |
3179 | 2118 | 12 | 80 | 255 | 454 | 745 | 1,105 | 1,467 | 1,735 | 1,896 | 2,025 | 2,118 | |||||
![]() Facebook Inc
|
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2004 | Company | 2217 |
Peter Capak
|
3179 | 1385 | 24 | 107 | 276 | 489 | 762 | 1,012 | 1,144 | 1,227 | 1,287 | 1,342 | 1,385 | |||||
![]() General Atomics
|
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1955 | Company | 15108 |
Keith Burrell
|
3179 | 86 | 14 | 29 | 43 | 61 | 72 | 77 | 83 | 86 | 86 | 86 | 86 | |||||
![]() Kaiser Permanente
|
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1945 | Company | 1647 |
Steven J Jacobsen
|
3179 | 236 | 20 | 50 | 84 | 123 | 149 | 170 | 195 | 210 | 219 | 225 | 236 | |||||
![]() Qualcomm Inc
|
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1985 | Company | 18449 |
Durga Malladi
|
3179 | 371 | 5 | 21 | 48 | 99 | 149 | 203 | 256 | 296 | 334 | 356 | 371 | |||||
![]() Johnson & Johnson Co.
|
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1886 | Company | 2987 |
Jesse A Berlin
i |
3179 | 512 | 11 | 55 | 135 | 213 | 322 | 392 | 452 | 477 | 492 | 499 | 512 | |||||
World Bank
|
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1945 | Company | 2604 |
Asli Demirguc-Kunt
|
3179 | 430 | 19 | 57 | 138 | 213 | 315 | 388 | 421 | 428 | 430 | 430 | 430 | |||||
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![]() Apple Inc
|
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1976 | Company | 6044 |
Vladlen Koltun
|
3179 | 1094 | 11 | 42 | 129 | 273 | 464 | 658 | 789 | 893 | 975 | 1,039 | 1,094 | |||||
![]() Geisinger Health System
|
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1915 | Company | 5055 |
Peter B Berger
|
3179 | 227 | 10 | 29 | 64 | 94 | 132 | 153 | 176 | 189 | 208 | 216 | 227 | |||||
![]() Alibaba Group
|
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1999 | Company | 10705 |
Xian-Sheng Hua (华先胜)
|
3179 | 504 | 6 | 23 | 72 | 111 | 180 | 254 | 333 | 390 | 429 | 464 | 504 | |||||
![]() Amazon Inc.
|
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1994 | Company | 1939 |
Jakub Zablocki
i |
3179 | 2088 | 8 | 87 | 237 | 486 | 819 | 1,176 | 1,468 | 1,697 | 1,853 | 1,985 | 2,088 | |||||
![]() Genentech, Inc
|
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1976 | Company | 1122 |
Vishva Dixit
|
3179 | 558 | 16 | 62 | 132 | 227 | 339 | 451 | 494 | 533 | 547 | 553 | 558 | |||||
![]() General Electric Company
|
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1876 | Company | 9428 |
Qi Liu
|
3179 | 541 | 3 | 30 | 96 | 166 | 266 | 359 | 444 | 478 | 499 | 528 | 541 | |||||
Pfizer Inc.
|
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1849 | Company | 11407 |
Seng H Cheng
|
3179 | 513 | 8 | 44 | 121 | 207 | 302 | 381 | 441 | 480 | 493 | 504 | 513 | |||||
![]() Eli Lilly and Company
|
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1876 | Company | 3749 |
David A Collier
i |
3179 | 240 | 9 | 34 | 68 | 103 | 146 | 184 | 206 | 226 | 234 | 239 | 240 | |||||
![]() General Motors Company
|
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1908 | Company | 28159 |
Xingcheng Xiao
|
3179 | 251 | 4 | 23 | 48 | 84 | 127 | 167 | 203 | 227 | 238 | 244 | 251 | |||||
![]() Ford Motor Company
|
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1903 | Company | 40827 |
H Eric Tseng
|
3179 | 213 | 2 | 15 | 29 | 55 | 92 | 125 | 151 | 167 | 189 | 204 | 213 | |||||
![]() Regeneron Pharmaceuticals Inc
|
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1988 | Company | 2695 |
Alan Shuldiner
i |
3179 | 192 | 9 | 19 | 43 | 74 | 107 | 141 | 168 | 184 | 191 | 191 | 192 | |||||
![]() Central US Merck & Co., Inc.
|
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1891 | Company | 8928 |
Marcelo Eduardo Bigal
i |
3179 | 671 | 7 | 54 | 132 | 234 | 366 | 483 | 559 | 614 | 640 | 660 | 671 | |||||
RTI Health Solutions
|
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2001 | Company | 4210 |
Kenneth J Rothman
|
3179 | 251 | 9 | 34 | 74 | 114 | 155 | 186 | 212 | 225 | 238 | 247 | 251 | |||||
![]() AbbVie Inc
|
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2013 | Company | 16787 |
Timothy Radstake
|
3179 | 311 | 5 | 21 | 55 | 103 | 157 | 226 | 266 | 287 | 295 | 303 | 311 | |||||
![]() Applied Materials, Inc.
|
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Company | 32057 |
Yang Yang
i |
3179 | 176 | 2 | 14 | 33 | 74 | 105 | 149 | 167 | 175 | 176 | 176 | 176 | ||||||
![]() USRA
|
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1969 | Company | 7418 |
William Reach
i |
3179 | 53 | 5 | 10 | 12 | 23 | 31 | 36 | 47 | 49 | 50 | 52 | 53 | |||||
![]() The MITRE Corporation
|
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1958 | Company | 51964 |
Charles Clancy
|
3179 | 180 | 2 | 7 | 24 | 47 | 71 | 92 | 114 | 128 | 141 | 166 | 180 | |||||
![]() Adobe Systems Incorporated
|
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1982 | Company | 18040 |
Zhe L. Lin
|
3179 | 243 | 4 | 33 | 65 | 99 | 136 | 167 | 182 | 201 | 217 | 232 | 243 | |||||
![]() Mitsubishi Electric Research Laboratories
|
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1991 | Company | 23212 |
Anthony Vetro
|
3179 | 57 | 1 | 14 | 31 | 39 | 47 | 51 | 53 | 54 | 55 | 56 | 57 | |||||
![]() Cisco Systems
|
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1984 | Company | 13072 |
JP Vasseur
|
3179 | 183 | 2 | 13 | 27 | 49 | 74 | 102 | 123 | 145 | 157 | 171 | 183 | |||||
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A New and Different Feature!!!! University Subject Rankings in 12 subjects:Ranking and analysis of universities by subject in 12 fields such as health, engineering, natural sciences, education, business, economics, social sciences, etc. |
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![]() Schlumberger Ltd.
|
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1926 | Company | 16969 |
Oliver C Mullins
|
3179 | 359 | 1 | 11 | 39 | 76 | 112 | 166 | 211 | 260 | 297 | 338 | 359 | |||||
Bristol-Myers Squibb Co.
|
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1887 | Company | 29979 |
Nicholas A Meanwell
|
3179 | 329 | 1 | 13 | 53 | 113 | 180 | 237 | 277 | 300 | 313 | 324 | 329 | |||||
![]() Bayer Crop Science
|
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1863 | Company | 12470 |
Ralf Nauen
|
3179 | 310 | 5 | 14 | 46 | 94 | 150 | 201 | 254 | 282 | 297 | 305 | 310 | |||||
![]() Medtronic
|
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1949 | Company | 7758 |
Richard E Kuntz
|
3179 | 144 | 2 | 15 | 27 | 52 | 86 | 112 | 124 | 134 | 142 | 144 | 144 | |||||
![]() Oracle Corporation
|
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1977 | Company | 52749 |
Ashok V Krishnamoorthy
|
3179 | 263 | 1 | 8 | 24 | 41 | 82 | 132 | 167 | 200 | 219 | 241 | 263 | |||||
![]() ExxonMobil
|
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1999 | Company | 14497 |
Roger C Prince
|
3179 | 194 | 3 | 9 | 35 | 56 | 101 | 140 | 169 | 183 | 186 | 192 | 194 | |||||
![]() Northrop Grumman Corporation
|
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1994 | Company | 2166 |
Dennis A Adams
i |
3179 | 86 | 1 | 6 | 12 | 31 | 38 | 51 | 64 | 73 | 79 | 83 | 86 | |||||
![]() Ionis Pharmaceuticals
|
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1989 | Company | 3959 |
C Frank Bennett
|
3179 | 25 | 4 | 6 | 7 | 11 | 20 | 22 | 25 | 25 | 25 | 25 | 25 | |||||
![]() Western Digital Corporation
|
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1970 | Company | 32845 |
Jordan Katine
|
3179 | 113 | 1 | 9 | 25 | 38 | 59 | 74 | 86 | 97 | 106 | 111 | 113 | |||||
![]() Texas Instruments Inc.
|
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1930 | Company | 48507 |
Hiroshi Takahashi
|
3179 | 155 | 2 | 11 | 22 | 45 | 75 | 93 | 117 | 134 | 145 | 150 | 155 | |||||
![]() Hewlett-Packard Company
|
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1939 | Company | 31676 |
Chandrakant D Patel
|
3179 | 106 | 1 | 6 | 15 | 25 | 43 | 58 | 75 | 87 | 94 | 99 | 106 | |||||
![]() Vertex Pharmaceuticals
|
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1989 | Company | 3921 |
Paul Iw De Bakker
i |
3179 | 112 | 2 | 7 | 26 | 43 | 60 | 81 | 91 | 107 | 110 | 111 | 112 | |||||
![]() Moderna
|
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2010 | Company | 44740 |
Andrea Carfi
|
3179 | 66 | 1 | 9 | 14 | 29 | 38 | 49 | 56 | 60 | 62 | 65 | 66 | |||||
![]() Advanced Micro Devices, Inc
|
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1969 | Company | 47215 |
Gabriel H Loh
|
3179 | 167 | 1 | 5 | 16 | 34 | 56 | 92 | 122 | 137 | 150 | 156 | 167 | |||||
![]() Foundation Medicine Inc.
|
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2009 | Company | 18776 |
Garrett M Frampton
|
3179 | 34 | 4 | 7 | 11 | 17 | 24 | 29 | 32 | 33 | 34 | 34 | 34 | |||||
![]() DuPont Company
|
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2017 | Company | 8250 |
Arthur C Ouwehand
|
3179 | 121 | 2 | 9 | 16 | 39 | 63 | 94 | 106 | 109 | 115 | 121 | 121 | |||||
![]() Boeing Company
|
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1916 | Company | 29781 |
Philippe Spalart
|
3179 | 113 | 1 | 4 | 14 | 30 | 50 | 65 | 87 | 98 | 102 | 109 | 113 | |||||
![]() Procter & Gamble Company
|
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1837 | Company | 27355 |
Carl J Grillmair
i |
3179 | 73 | 1 | 5 | 14 | 27 | 45 | 55 | 65 | 72 | 73 | 73 | 73 | |||||
![]() 23andMe, Inc.
|
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2006 | Company | 11529 |
David Hinds
i |
3179 | 40 | 4 | 7 | 10 | 21 | 24 | 32 | 37 | 39 | 40 | 40 | 40 | |||||
![]() International Center for Tropical Agriculture
|
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1967 | Company | 13115 |
Bruce Morgan Campbell
|
3179 | 12 | 4 | 5 | 6 | 7 | 12 | 12 | 12 | 12 | 12 | 12 | 12 | |||||
Cree Inc
|
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1987 | Company | 31293 |
Bernd P Keller
|
3179 | 13 | 1 | 2 | 4 | 4 | 6 | 8 | 12 | 12 | 12 | 13 | 13 | |||||
![]() Cadence Design Systems
|
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1988 | Company | 75943 |
Chuck Alpert
|
3179 | 89 | 0 | 3 | 5 | 10 | 23 | 35 | 55 | 64 | 71 | 78 | 89 | |||||
![]() Karuna Therapeutics
|
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2009 | Company | 23111 |
Christian C. Felder
|
3179 | 5 | 2 | 3 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | |||||
![]() Trivedi Global Inc.
|
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2014 | Company | 47489 |
Snehasis Jana
|
3179 | 35 | 1 | 2 | 3 | 3 | 3 | 5 | 7 | 19 | 27 | 32 | 35 | |||||
![]() nVidia Corporation
|
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1993 | Company | 8729 |
Jan Kautz
|
3179 | 532 | 5 | 44 | 113 | 186 | 258 | 332 | 399 | 462 | 487 | 514 | 532 | |||||
![]() Sanofi US
|
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2004 | Company | 2110 |
YJ Liu
|
3179 | 279 | 6 | 27 | 67 | 108 | 156 | 201 | 226 | 249 | 261 | 274 | 279 | |||||
![]() Corning Incorporated
|
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1851 | Company | 43347 |
Ming-Jun Li
|
3179 | 148 | 1 | 13 | 31 | 52 | 78 | 102 | 121 | 137 | 143 | 146 | 148 | |||||
![]() Boehringer Ingelheim
|
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1885 | Company | 11666 |
Harvey Coxson
|
3179 | 156 | 1 | 19 | 41 | 73 | 114 | 142 | 153 | 155 | 156 | 156 | 156 | |||||
![]() Chevron Corp
|
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1879 | Company | 67638 |
Fg Mitri
|
3179 | 155 | 0 | 5 | 19 | 45 | 64 | 95 | 114 | 132 | 143 | 151 | 155 | |||||
![]() Alcatel-Lucent Bell Laboratories
|
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1925 | Company | 39956 |
Gerard J Foschini
|
3179 | 46 | 2 | 6 | 14 | 26 | 38 | 44 | 45 | 45 | 46 | 46 | 46 | |||||
![]() OpenAI
|
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2015 | Company | 11893 |
Ilya Sutskever
|
3179 | 91 | 4 | 8 | 20 | 34 | 54 | 64 | 75 | 83 | 84 | 90 | 91 | |||||
![]() Gilead Sciences Inc.
|
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1987 | Company | 2045 |
john mchutchison
|
3179 | 130 | 3 | 10 | 25 | 42 | 68 | 92 | 108 | 117 | 122 | 126 | 130 | |||||
![]() Waters Corporation
|
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1958 | Company | 48011 |
Robert Plumb
|
3179 | 50 | 1 | 7 | 16 | 24 | 33 | 37 | 43 | 45 | 50 | 50 | 50 | |||||
![]() D-Wave System Inc
|
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1999 | Company | 57470 |
Mohammad Amin
|
281 | 15 | 1 | 5 | 7 | 9 | 10 | 11 | 13 | 13 | 14 | 15 | 15 | |||||
![]() Synopsys Inc
|
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1986 | Company | 124482 |
Vasantha Kumar Petta
|
3179 | 132 | 0 | 5 | 12 | 22 | 41 | 68 | 95 | 107 | 115 | 127 | 132 | |||||
![]() Boston Scientific Corporation
|
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1979 | Company | 43480 |
Ken Stein
|
3179 | 38 | 2 | 5 | 9 | 12 | 19 | 25 | 30 | 35 | 36 | 37 | 38 | |||||
![]() DexCom, Inc.
|
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1999 | Company | 2677 |
Mark Derdzinski
i |
3179 | 22 | 1 | 5 | 11 | 13 | 15 | 20 | 22 | 22 | 22 | 22 | 22 | |||||
![]() Deere & Company
|
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1837 | Company | 48961 |
Noel W Anderson
|
3179 | 55 | 1 | 2 | 9 | 12 | 20 | 26 | 32 | 37 | 39 | 46 | 55 | |||||
![]() ARUP Laboratories
|
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1984 | Company | 31546 |
Mary P Bronner
|
3179 | 22 | 1 | 3 | 6 | 8 | 13 | 15 | 18 | 20 | 21 | 22 | 22 | |||||
![]() Xerox Company
|
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1906 | Company | 65055 |
Nan-Xing Hu
|
3179 | 25 | 0 | 2 | 4 | 10 | 13 | 16 | 20 | 22 | 23 | 24 | 25 | |||||
![]() Baker Hughes
|
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1987 | Company | 36906 |
DV Satya Gupta
|
3179 | 28 | 1 | 3 | 4 | 10 | 10 | 13 | 17 | 20 | 20 | 27 | 28 | |||||
![]() Avera
|
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2003 | Company | 46579 |
Ashwani K. Singal
|
3179 | 14 | 1 | 3 | 4 | 8 | 11 | 13 | 13 | 13 | 14 | 14 | 14 | |||||
![]() Accenture
|
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1989 | Company | 25776 |
Sanjoy Paul
|
3179 | 132 | 1 | 2 | 12 | 30 | 50 | 74 | 85 | 94 | 102 | 116 | 132 | |||||
![]() Agilent Technologies Inc
|
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1999 | Company | 12883 |
Janice Qian Li (李倩)
|
3179 | 78 | 1 | 4 | 15 | 26 | 36 | 53 | 62 | 72 | 73 | 76 | 78 | |||||
![]() Autodesk, Inc.
|
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1982 | Company | 22949 |
George Fitzmaurice
|
3179 | 56 | 1 | 3 | 7 | 10 | 23 | 32 | 42 | 46 | 52 | 54 | 56 | |||||
![]() Ciena
|
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1992 | Company | 79670 |
Kim Roberts
|
3179 | 39 | 0 | 2 | 8 | 12 | 15 | 21 | 28 | 33 | 37 | 39 | 39 | |||||
![]() Optum
|
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2011 | Company | 66506 |
Greg Boss
|
3179 | 36 | 0 | 4 | 8 | 11 | 15 | 20 | 27 | 29 | 31 | 34 | 36 | |||||
![]() JP Morgan Chase & Co.
|
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2000 | Company | 81946 |
Marco Pistoia
|
3179 | 55 | 0 | 2 | 5 | 11 | 14 | 29 | 33 | 41 | 44 | 50 | 55 | |||||
![]() Veracyte, Inc.
|
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2006 | Company | 26634 |
Elai Davicioni
|
3179 | 10 | 1 | 4 | 5 | 7 | 8 | 9 | 9 | 10 | 10 | 10 | 10 | |||||
![]() Verizon Communications
|
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1983 | Company | 167421 |
Jack Jianxiu Hao
|
3179 | 22 | 0 | 2 | 4 | 7 | 10 | 11 | 14 | 19 | 20 | 22 | 22 | |||||
![]() Wolfspeed
|
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1987 | Company | 71928 |
Sei-Hyung Ryu
|
3179 | 16 | 0 | 2 | 4 | 8 | 10 | 13 | 14 | 15 | 15 | 15 | 16 | |||||
![]() IEH Laboratories & Consulting Group
|
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2001 | Company | 6033 |
Mohammad Koohmaraie
|
3179 | 7 | 1 | 2 | 4 | 4 | 5 | 6 | 6 | 7 | 7 | 7 | 7 | |||||
![]() Viasat, Inc.
|
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1986 | Company | 71728 |
Ranjan Ganguli
|
3179 | 9 | 0 | 2 | 3 | 3 | 4 | 5 | 6 | 8 | 9 | 9 | 9 | |||||
![]() Salesforce
|
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1999 | Company | 9749 |
Caiming Xiong
|
3179 | 81 | 1 | 2 | 14 | 23 | 40 | 56 | 69 | 73 | 76 | 78 | 81 | |||||
![]() Adaptive Biotechnologies LLC
|
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2009 | Company | 19508 |
Ilan Kirsch
|
3179 | 14 | 1 | 2 | 7 | 10 | 11 | 14 | 14 | 14 | 14 | 14 | 14 | |||||
![]() Caris Life Sciences
|
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1996 | Company | 33270 |
Cristina Ivan
|
3179 | 10 | 1 | 1 | 3 | 5 | 6 | 8 | 9 | 10 | 10 | 10 | 10 | |||||
![]() Bluebird Bio
|
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1992 | Company | 11519 |
Philip D. Gregory
|
3179 | 10 | 1 | 1 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 10 | |||||
![]() Alnylam Pharmaceuticals
|
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2002 | Company | 36546 |
Punit Seth
|
3179 | 25 | 1 | 1 | 4 | 8 | 13 | 17 | 21 | 23 | 23 | 24 | 25 | |||||
![]() United Technologies Corporation
|
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1934 | Company | 129714 |
Mohammed Hasan
|
3179 | 10 | 0 | 1 | 2 | 2 | 5 | 7 | 7 | 8 | 9 | 9 | 10 | |||||
American Sports Medicine Institute
|
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1987 | Company | 19004 |
Glenn S Fleisig
|
3179 | 4 | 1 | 2 | 2 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | |||||
![]() Casma Therapeutics, Inc
|
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2018 | Company | 33511 |
Daniel Ory
i |
3179 | 4 | 1 | 1 | 2 | 2 | 2 | 2 | 3 | 4 | 4 | 4 | 4 | |||||
![]() NanoString Technologies
|
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2003 | Company | 37874 |
Joe Beechem
|
3179 | 12 | 1 | 1 | 2 | 6 | 8 | 8 | 10 | 11 | 11 | 11 | 12 | |||||
![]() Splunk Inc.
|
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2003 | Company | 39338 |
Sourav Pal
|
3179 | 10 | 1 | 1 | 2 | 2 | 4 | 4 | 7 | 9 | 9 | 10 | 10 | |||||
![]() Upstart
|
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2012 | Company | 688 |
Sourav Sen
i |
3179 | 5 | 1 | 1 | 1 | 2 | 3 | 3 | 4 | 5 | 5 | 5 | 5 | |||||
![]() Nikola Motor Company
|
![]() |
2014 | Company | 64133 |
Jianbo Lu
|
3179 | 6 | 0 | 1 | 2 | 2 | 3 | 4 | 5 | 5 | 6 | 6 | 6 | |||||
![]() Pharmavite LLC
|
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1971 | Company | 149365 |
Jagpal Singh
i |
3179 | 5 | 0 | 1 | 1 | 3 | 3 | 4 | 4 | 4 | 4 | 5 | 5 | |||||
![]() Accent Therapeutics, Inc.
|
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2017 | Company | 19992 |
Robert A. Copeland
|
3179 | 3 | 1 | 1 | 2 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | |||||
![]() Crocus Technology
|
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2004 | Company | 93620 |
Jeff Childress
|
3179 | 3 | 0 | 1 | 2 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | |||||
![]() TripleBlind
|
![]() |
2019 | Company | 26764 |
Craig Gentry
|
3179 | 4 | 1 | 1 | 1 | 2 | 2 | 3 | 3 | 3 | 4 | 4 | 4 | |||||
![]() YOU.com
|
![]() |
2021 | Company | 7206 |
Richard Socher
|
3179 | 3 | 1 | 1 | 2 | 2 | 2 | 3 | 3 | 3 | 3 | 3 | 3 |