CS一百多万毕业生的数据,但仅限于FAAG的就业比率

虽然有CS一百多万毕业生的数据,正如原作者讲的有但不限于下面的局限性：

1. 仅限于FAAG的就业比率。但我们知道好公司不仅限于这几个公司，如果有时间用同样的方法也可以得到相应的数据。

2. 还有一些毕业生去搞科研创业等等。

3. 没有考虑到职位的差别。比如有人的职位是· CTO, SVP 等等。

4. 收据是2021年的，有点过时。如果有时间用同样的方法也可以得到相应的数据。

5. 学校有学生毕业的年份不一致，比如A 校仅从X年才开始有毕业生，B校从Y年才有毕业生等等。严格讲来不是“compare apples to apples" 。

6. 每个学校的生源情况不一致。比如A 校ACT/SAT percentiles 是Xs，比如B 校ACT/SAT percentiles 是Ys等等。严格讲来不是“compare apples to apples" 。

data source: https://www.reddit.com/r/csMajors/comments/mtlf0a/gf_follow_up_to_faag/

 

2021 Rank	School	Type	State	US CS Alumni	GFAA%	GF%
26	Carnegie Mellon University	Private	PA	13,555	15.9	11.6
6	Stanford University	Private	CA	19,923	12.6	9.3
1	Princeton University	Private	NJ	4,073	11.1	9.2
9	California Institute of Technology	Private	CA	2,257	10.5	8.3
16	Rice University	Private	TX	3,314	11.2	8.1
14	Brown University	Private	RI	5,255	10.6	8
18	Cornell University	Private	NY	11,787	10.9	7.8
4	Yale University	Private	CT	3,184	9.6	7.8
13	Dartmouth College	Private	NH	2,679	10.3	7.4
20	University of California--Los Angeles	Public	CA	12,162	10.3	6.8
24	University of Southern California	Private	CA	19,128	13.5	6.7
3	Columbia University	Private	NY	11,459	9.4	6.7
8	University of Pennsylvania	Private	PA	6,588	9.2	6.6
22	University of California--Berkeley	Public	CA	22,086	9.9	6.6
35	University of California--San Diego	Public	CA	13,411	10.5	6.4
4	Massachusetts Institute of Technology	Private	MA	13,588	8.3	6.2
12	Duke University	Private	NC	5,407	8.9	6
47	University of Illinois--Urbana-Champaign	Public	IL	17,355	8.6	5.8
30	University of California--Santa Barbara	Public	CA	5,263	8	5
58	University of Washington	Public	WA	16,177	9.8	5
88	Stony Brook University--SUNY	Public	NY	9,677	8.6	4.9
2	Harvard University	Private	MA	9,207	6.3	4.9
34	University of Rochester	Private	NY	2,604	7.8	4.8
6	University of Chicago	Private	IL	4,275	6.8	4.4
24	University of Michigan--Ann Arbor	Public	MI	12,157	7.7	4.3
30	Tufts University	Private	MA	3,119	6.2	4.3
35	Georgia Institute of Technology	Public	GA	28,002	7.5	4.3
9	Northwestern University	Private	IL	5,789	6.6	4.2
42	University of Wisconsin--Madison	Public	WI	11,277	6.5	4.2
16	Washington University in St. Louis	Private	MO	4,855	6.4	4.2
30	New York University	Private	NY	15,024	6.8	4
39	University of California--Davis	Public	CA	7,417	7.2	4
53	Santa Clara University	Private	CA	3,827	7.6	3.9
42	Brandeis University	Private	MA	2,265	6.2	3.9
76	Yeshiva University	Private	NY	541	4.4	3.9
35	University of California--Irvine	Public	CA	12,829	7.4	3.8
42	University of Texas at Austin	Public	TX	16,617	6.3	3.6
21	Emory University	Private	GA	1,583	5.6	3.6
28	University of North Carolina--Chapel Hill	Public	NC	5,543	5.1	3.6
26	University of Virginia	Public	VA	7,251	5.5	3.4
80	Howard University	Private	DC	1,397	4.2	3.4
14	Vanderbilt University	Private	TN	2,810	5.3	3.3
30	University of Florida	Public	FL	8,686	7.4	3.2
9	Johns Hopkins University	Private	MD	9,096	4.6	3.1
19	University of Notre Dame	Private	IN	2,406	5.1	3.1
97	University of California--Santa Cruz	Public	CA	8,036	5.7	3.1
53	Purdue University--West Lafayette	Public	IN	12,409	5.2	3
49	Northeastern University	Private	MA	14,263	6.1	3
88	University of California--Riverside	Public	CA	4,351	5	2.9
66	University of Massachusetts--Amherst	Public	MA	6,912	5.4	2.9
53	Rensselaer Polytechnic Institute	Private	NY	8,493	4.5	2.9
53	Ohio State University--Columbus	Public	OH	7,590	4.8	2.8
23	Georgetown University	Private	DC	1,751	4.9	2.8
42	Case Western Reserve University	Private	OH	2,738	5.2	2.8
66	Worcester Polytechnic Institute	Private	MA	5,395	4.2	2.6
80	North Carolina State University	Public	NC	11,999	5.6	2.5
58	University of Pittsburgh--Pittsburgh Campus	Public	PA	6,680	3.6	2.4
88	Binghamton University--SUNY	Public	NY	5,442	4.6	2.4
88	University at Buffalo--SUNY	Public	NY	7,402	6.4	2.3
97	University of Arizona	Public	AZ	5,198	4.7	2.3
187	University of New Mexico	Public	NM	2,378	3.7	2.3
66	University of Minnesota--Twin Cities	Public	MN	12,774	4.3	2.2
97	University of Delaware	Public	DE	3,265	3.6	2.2
74	Virginia Tech	Public	VA	9,372	4	2.2
39	William & Mary	Public	VA	2,259	3.3	2.2
58	Syracuse University	Private	NY	4,616	4.8	2.1
76	Indiana University--Bloomington	Public	IN	6,551	5	2.1
118	Iowa State University	Public	IA	5,064	3.5	2.1
103	University of Colorado Boulder	Public	CO	8,362	3.9	2.1
66	Loyola Marymount University	Private	CA	1,003	3.3	2.1
58	University of Maryland--College Park	Public	MD	17,112	3.5	2.1
66	Texas A&M University	Public	TX	11,391	3.8	2.1
103	University of San Francisco	Private	CA	2,125	4.4	2.1
49	Lehigh University	Private	PA	2,470	3.5	2.1
88	Colorado School of Mines	Public	CO	1,906	3.2	2
97	University of Utah	Public	UT	5,726	4.2	2
63	Rutgers University--New Brunswick	Public	NJ	12,293	3.7	2
118	Rutgers University--Newark	Public	NJ	12,312	3.7	2
103	Arizona State University--Tempe	Public	AZ	12,247	6.5	2
112	University of Illinois--Chicago	Public	IL	7,496	4	1.9
124	Illinois Institute of Technology	Private	IL	7,501	4	1.9
66	George Washington University	Private	DC	6,484	3.4	1.8
42	Boston University	Private	MA	11,569	2.8	1.7
112	Rochester Institute of Technology	Private	NY	9,411	4	1.7
143	University of Texas at Dallas	Public	TX	14,918	5.1	1.6
80	Stevens Institute of Technology	Private	NJ	7,915	2.8	1.6
80	Michigan State University	Public	MI	7,133	3	1.6
133	University of Kentucky	Public	KY	3,639	2.7	1.6
97	University of California--Merced	Public	CA	768	3.9	1.6
153	Michigan Technological University	Public	MI	2,696	3.2	1.6
74	Clemson University	Public	SC	4,440	3.3	1.6
76	Baylor University	Private	TX	1,839	2.9	1.5
63	Pennsylvania State University--University Park	Public	PA	11,486	2.5	1.5
103	University of Oregon	Public	OR	2,737	3.1	1.5
80	Gonzaga University	Private	WA	821	3.2	1.5
28	Wake Forest University	Private	NC	985	2	1.4
241	New Mexico State University	Public	NM	1,967	2.7	1.4
124	Seattle University	Private	WA	1,896	4.7	1.4
160	University of Central Florida	Public	FL	9,547	2.6	1.4
80	Brigham Young University--Provo	Private	UT	7,719	2.6	1.3
49	University of Miami	Private	FL	2,089	2.4	1.3
160	University of Maryland--Baltimore County	Public	MD	5,974	3	1.3
47	University of Georgia	Public	GA	3,288	2.8	1.3
227	University of Nevada--Reno	Public	NV	1,739	2.6	1.3
88	University of San Diego	Private	CA	838	3.1	1.3
49	Pepperdine University	Private	CA	543	2.6	1.3
176	Washington State University	Public	WA	3,657	3.3	1.3
124	University of Missouri	Public	MO	3,867	2.9	1.3
133	University of Nebraska--Lincoln	Public	NE	3,250	2.5	1.3
153	Oregon State University	Public	OR	9,436	3	1.2
112	University of Tennessee	Public	TN	3,193	2.5	1.2
88	University of Iowa	Public	IA	3,899	2.6	1.2
176	Missouri University of Science and Technology	Public	MO	3,941	2.3	1.2
133	Drexel University	Private	PA	5,414	2.1	1.2
103	Miami University--Oxford	Public	OH	2,421	1.8	1.2
80	Texas Christian University	Private	TX	714	1.4	1.1
143	University of Cincinnati	Public	OH	3,843	3.3	1.1
187	Florida International University	Public	FL	5,715	2.4	1.1
298	University of Louisiana at Lafayette	Public	LA	2,910	2.2	1.1
35	Boston College	Private	MA	2,567	2.1	1.1
63	University of Connecticut	Public	CT	3,031	2.3	1.1
133	University of Oklahoma	Public	OK	3,216	2.3	1.1
249	Montana State University	Public	MT	2,212	1.8	1.1
66	Fordham University	Private	NY	2,035	2.2	1.1
58	Florida State University	Public	FL	5,109	2.1	1.1
143	University of New Hampshire	Public	NH	2,398	2	1
298	University of Texas at Arlington	Public	TX	6,883	3.1	1
176	CUNY--City College	Public	NY	3,545	1.5	1
124	University of Kansas	Public	KS	3,152	2.4	1
153	Colorado State University	Public	CO	5,737	2.4	1
176	Ohio University	Public	OH	2,689	1.9	1
170	Kansas State University	Public	KS	3,030	2.4	1
143	George Mason University	Public	VA	8,632	2	1
66	Southern Methodist University	Private	TX	3,149	2.3	1
143	University of Tulsa	Private	OK	1,254	2.2	1
118	University of Vermont	Public	VT	1,902	1.7	0.9
170	University of Hawaii--Manoa	Public	HI	2,224	1.9	0.9
176	University of Houston	Public	TX	8,014	2.2	0.9
80	University of Denver	Private	CO	2,191	1.9	0.9
160	University of Arkansas	Public	AR	2,249	1.6	0.9
170	University of Idaho	Public	ID	1,805	2	0.9
241	Utah State University	Public	UT	3,169	1.9	0.9
206	Florida Institute of Technology	Private	FL	3,303	1.5	0.9
298	University of Texas--El Paso	Public	TX	2,510	1.7	0.9
241	West Virginia University	Public	WV	2,983	1.7	0.9
143	San Diego State University	Public	CA	6,459	2.6	0.9
298	University of Hawaii--Hilo	Public	HI	116	3.4	0.9
153	Louisiana State University--Baton Rouge	Public	LA	3,913	1.7	0.8
76	American University	Private	DC	1,451	1.2	0.8
118	New Jersey Institute of Technology	Public	NJ	10,307	1.9	0.8
103	University of South Florida	Public	FL	4,898	2	0.8
97	Auburn University	Public	AL	2,694	1.7	0.8
118	University of South Carolina	Public	SC	3,458	1.7	0.8
284	Portland State University	Public	OR	5,260	2.5	0.8
217	University of Massachusetts--Dartmouth	Public	MA	1,777	1.5	0.8
41	Tulane University	Private	LA	1,420	1.8	0.8
227	University of Massachusetts--Boston	Public	MA	3,025	1.6	0.8
176	University of Massachusetts--Lowell	Public	MA	5,176	1.5	0.8
124	DePaul University	Private	IL	9,225	1.6	0.7
176	University of Louisville	Public	KY	2,099	2.1	0.7
196	California State University--Fresno	Public	CA	1,569	2.7	0.7
298	University of Wisconsin--Milwaukee	Public	WI	3,346	1.8	0.7
206	Mississippi State University	Public	MS	2,328	1.3	0.7
112	Creighton University	Private	NE	607	1.2	0.7
249	University of South Dakota	Public	SD	759	0.7	0.7
206	University of Maine	Public	ME	1,397	1.1	0.6
217	Texas Tech University	Public	TX	3,647	1.9	0.6
160	University at Albany--SUNY	Public	NY	4,763	1.5	0.6
258	University of Memphis	Public	TN	2,070	1.9	0.6
298	Louisiana Tech University	Public	LA	1,760	1.3	0.6
53	Villanova University	Private	PA	4,677	1.3	0.6
187	Oklahoma State University	Public	OK	3,241	1.6	0.6
258	University of Montana	Public	MT	1,144	1	0.6
196	Bethel University (MN)	Private	MN	500	1.4	0.6
258	Western Michigan University	Public	MI	2,712	1.4	0.6
103	Saint Louis University	Private	MO	1,357	1.3	0.6
272	University of Akron	Public	OH	2,567	1.3	0.6
124	Drake University	Private	IA	693	1	0.6
284	University of Nebraska--Omaha	Public	NE	2,973	1.3	0.6
298	Oakland University	Public	MI	2,624	1.3	0.6
227	University of North Carolina--Charlotte	Public	NC	8,610	2.1	0.6
272	University of the Incarnate Word	Private	TX	177	1.7	0.6
249	Wayne State University	Public	MI	4,968	1.6	0.6
160	Virginia Commonwealth University	Public	VA	2,314	1.6	0.6
112	Loyola University Chicago	Private	IL	2,317	1.1	0.6
227	University of Colorado Denver	Public	CO	2,507	1.6	0.6
298	Boise State University	Public	ID	2,167	1.1	0.6
143	University of Alabama	Public	AL	3,259	1.6	0.6
298	Cleveland State University	Public	OH	2,361	1.3	0.6
170	University of Rhode Island	Public	RI	2,009	1.3	0.5
298	University of Texas at San Antonio	Public	TX	4,035	1.8	0.5
284	Northern Arizona University	Public	AZ	1,667	1.6	0.5
217	Kent State University	Public	OH	3,583	1.3	0.5
298	University of Colorado--Colorado Springs	Public	CO	2,095	1.4	0.5
103	Temple University	Public	PA	4,074	1.1	0.5
249	University of North Texas	Public	TX	6,653	1.7	0.5
298	University of West Georgia	Public	GA	1,188	1.2	0.5
298	Texas State University	Public	TX	5,030	1.8	0.5
88	Marquette University	Private	WI	1,635	0.9	0.5
187	Rowan University	Public	NJ	2,260	1.3	0.5
206	Georgia State University	Public	GA	6,394	1.6	0.5
258	University of Nevada--Las Vegas	Public	NV	2,696	1.9	0.5
298	Middle Tennessee State University	Public	TN	2,304	1	0.5
298	Western Kentucky University	Public	KY	1,759	1.4	0.5
272	Florida Atlantic University	Public	FL	4,393	1.3	0.4
153	University of Alabama at Birmingham	Public	AL	2,324	1.2	0.4
298	Georgia Southern University	Public	GA	1,658	0.7	0.4
298	University of Louisiana--Monroe	Public	LA	714	1	0.4
298	University of Toledo	Public	OH	1,444	2.1	0.4
298	Southern Illinois University Edwardsville	Public	IL	1,990	0.6	0.4
298	Kennesaw State University	Public	GA	4,310	1	0.4
217	East Carolina University	Public	NC	2,029	0.8	0.4
206	Illinois State University	Public	IL	3,593	0.9	0.4
88	Elon University	Private	NC	524	0.6	0.4
284	Ball State University	Public	IN	2,373	1.1	0.4
272	Tennessee Technological University	Public	TN	1,601	0.9	0.4
206	Bellarmine University	Private	KY	274	0.4	0.4
272	North Carolina Agricultural and Technical State University	Public	NC	2,200	0.9	0.4
298	Wichita State University	Public	KS	2,497	1.2	0.4
258	Old Dominion University	Public	VA	3,921	0.9	0.4
284	North Dakota State University	Public	ND	2,557	1.3	0.4
258	University of North Dakota	Public	ND	1,422	1.1	0.4
272	University of North Florida	Public	FL	1,718	0.9	0.3
160	University of Mississippi	Public	MS	1,448	1.2	0.3
258	Bowling Green State University	Public	OH	2,898	0.9	0.3
298	University of New Orleans	Public	LA	2,039	1	0.3
298	Eastern Michigan University	Public	MI	2,705	1.1	0.3
298	University of Tennessee--Chattanooga	Public	TN	1,226	0.9	0.3
284	South Dakota State University	Public	SD	947	1.2	0.3
298	Northern Illinois University	Public	IL	7,304	1	0.3
249	Central Michigan University	Public	MI	2,892	0.9	0.3
298	University of Alaska--Fairbanks	Public	AK	644	1.4	0.3
196	Indiana University-Purdue University--Indianapolis	Public	IN	2,607	1.5	0.3
272	University of Missouri--Kansas City	Public	MO	3,262	1.4	0.3
196	University of Wyoming	Public	WY	1,325	0.8	0.3
298	Idaho State University	Public	ID	703	0.7	0.3
298	Northern Kentucky University	Public	KY	1,412	1	0.3
298	University of Texas at Tyler	Public	TX	1,140	0.6	0.3
298	East Tennessee State University	Public	TN	1,926	0.6	0.3
196	Loyola University New Orleans	Private	LA	392	0.8	0.3
284	University of Texas--Rio Grande Valley	Public	TX	795	0.8	0.3
170	St. John's University (NY)	Private	NY	1,648	1	0.2
284	Marshall University	Public	WV	882	1.1	0.2
298	Metropolitan State University	Public	MN	1,798	0.8	0.2
196	Towson University	Public	MD	3,164	0.7	0.2
298	University of Arkansas at Little Rock	Public	AR	1,395	0.4	0.2
298	Texas Southern University	Public	TX	931	0.5	0.2
298	Liberty University	Private	VA	1,955	0.9	0.2
298	University of Southern Mississippi	Public	MS	2,490	0.6	0.2
258	University of Missouri--St. Louis	Public	MO	2,014	0.8	0.2
258	University of North Carolina--Greensboro	Public	NC	1,524	0.9	0.2
298	Lamar University	Public	TX	2,053	1	0.2
298	University of Central Arkansas	Public	AR	1,073	0.3	0.2
176	Montclair State University	Public	NJ	2,346	0.7	0.2
133	University of St. Thomas (MN)	Private	MN	2,384	0.5	0.2
298	Ferris State University	Public	MI	604	0.3	0.2
298	Texas A&M University--Kingsville	Public	TX	1,891	1.1	0.2
249	Harding University	Private	AR	639	0.5	0.2
298	Colorado Technical University	Private	CO	4,549	0.8	0.2
298	Texas A&M University--Corpus Christi	Public	TX	1,552	0.8	0.1
272	Long Island University	Private	NY	870	0.8	0.1
298	Arkansas State University	Public	AR	1,015	0.7	0.1
298	Texas A&M University--Commerce	Public	TX	2,987	1	0.1
272	Sam Houston State University	Public	TX	1,725	0.3	0.1
187	University of North Carolina--Wilmington	Public	NC	1,755	0.5	0.1
143	Samford University	Private	AL	330	0.3	0
284	Delaware State University	Public	DE	308	1.6	0
284	Keiser University	Private	FL	199	1	0
298	Indiana State University	Public	IN	1,192	0.4	0
249	University of New England	Private	ME	64	1.6	0
187	Pacific University	Private	OR	234	1.7	0
160	Belmont University	Private	TN	348	1.7	0
298	Stephen F. Austin State University	Public	TX	1,274	0.4	0
298	Texas Woman's University	Public	TX	616	0.3	0
272	Dallas Baptist University	Private	TX	402	0.2	0
298	Texas Wesleyan University	Private	TX	222	0	0
298	Our Lady of the Lake University	Private	TX	163	0	0

所有跟帖： 

• 几年前有‘经过毕业生总人数Adjusted’的Placement数据。那私校的排名就更高了。 -XYZ3- ♂ (0 bytes) () 02/24/2023 postreply 11:50:46

• 是的，如果有校方认证的多年的数据会更准确。 -ShowMeData- ♂ (0 bytes) () 02/24/2023 postreply 13:33:35

• pool大，%小反而进FGAA的人还是多。这就是为啥那些州大都列在FGAA学校人口输入前面，架不住人多啊LOL -mom2023- ♀ (0 bytes) () 02/24/2023 postreply 12:00:57

• MIT的数据不是太准，因为MIT毕业生自己创业的比例特别高，换句话就是进大公司的人数和比例就少 -trimtip- ♂ (0 bytes) () 02/24/2023 postreply 12:09:23

• M毕业生留东部多，有些去些怪地方如币圈矿厂独角兽，cmu毕业生出路容易预期，cmu硕士更是swe培训学店大批量模制 -米汤- ♂ (105 bytes) () 02/24/2023 postreply 12:37:00

• 确实是的。列在数据局限性里了。 -ShowMeData- ♂ (0 bytes) () 02/24/2023 postreply 13:31:14

• 新闻说LinkedIn一大半都是骗子假账号，骗子还都集中造假都是top学校cs毕业的，私立如果一年才200cs学生 -dujyy262- ♂ (106 bytes) () 02/24/2023 postreply 12:25:20

• LinkedIn 杀猪盘不少。 -icando2- ♀ (0 bytes) () 02/24/2023 postreply 12:37:40

• 确实是。没法去一一验证这一百多万的数据？ -ShowMeData- ♂ (0 bytes) () 02/24/2023 postreply 13:29:58

• 哈哈哈，基于LinkedIn 的数据，又可以不用点进去了。骗子太多太多。 -mycont- ♂ (0 bytes) () 02/24/2023 postreply 13:44:39

• San Jose State ??? -will222- ♂ (27 bytes) () 02/24/2023 postreply 13:06:55

• 大约有19,974学CS，3.6%在Google 或 Meta/Facebook? -ShowMeData- ♂ (0 bytes) () 02/24/2023 postreply 13:28:16

• 百分比数据跟UTA, Emory and UNC 比较接近。 -ShowMeData- ♂ (0 bytes) () 02/24/2023 postreply 13:35:44

• 在不同的公司做过count多次 吗？ -yddad- ♂ (0 bytes) () 02/24/2023 postreply 13:46:58

• 原作者说是"最新"的职位（2021), 不考虑以前的。 -ShowMeData- ♂ (0 bytes) () 02/24/2023 postreply 13:54:52