CMU CS grads

	A	B	C	D	E	H	I	J	K	L	M	N	P	Q	R	S	U	V	W	X
1	Published historical data						DoD funding to for-profits						CMU CS grads for whom this is their first destination				Qualifying people (employer has recent DoD contract)
2		2017	2018	2019	2020	Employer	2015	2016	2017	2018	2019	2020	2017	2018	2019	2020	2017	2018	2019	2020
3	All people	20400.0%	218	226	235	Toyota Research Institute	366354.97	512423.89	46690.17	7544.7	42117.04	209813.04			1				1
4	Employed by for-profit	16200.0%	172	171	188	Eaton	123069771.7	157497218.5	154426510	224444564.2	319384917.8	178780737.7	1				1
5	Employed by for-profit with DoD contract	8000.0%	78	77	83	McKinsey & Company	10769426.04	22104307.88	36033972.17	46974471.9	68778194.94	46067578.14			1				1
6	Percentage (excluding universities	49.4%	45.3%	45.0%	44.1%	Bloomberg	874901.28	928724.99	1089404.88	1252767.62	1075221.75	1562644.61	1	2		2	1	2		2
7						Bank of America	4453740.59	4211530.84	4686660.7	4602228.82	4363011.83	12054841.85	1		1	1	1		1	1
8						Apple	44736.24	339540	132801.4	-79027.06	33345	14582.7	1	2	6	6	1	2	6	6
9						Linkedin	196958017	253171589.8	276750418.5	628836283.1	507121864.5	674605649	1	2	1	5	1	2	1	5
10						Microsoft	196958017	253171589.8	276750418.5	628836283.1	507121864.5	674605649	14	15	9	14	14	15	9	14
11						Adobe	753090.4	671500	2132048.8	730000	730000	6202498			2	2			2	2
12						Oath	173603740.6	465198187	322972062.4	277541084.4	565138360.3	832495352		1				1
13						Wayfair			7214.44	0					1		0		1	0
14						Leidos	3301477545	3129971572	3007355121	4311417920	4066834118	4210459678		1	1			1	1
15						Intuitive Surgical	7834172.06	18370994.3	27525750.71	19056850.53	30889541.25	11596632.15			1				1
16						Optum	2856500272	3322858976	2453984778	445960289.9	210680312.2	176616888				1				1
17						The Advisory Board	2856500272	3322858976	2453984778	445960289.9	210680312.2	176616888		1				1
18						Qualcomm	4500	-49095.43		30100		0	1		1	1	0	0	1	1
19						UPMC								1			0	0	0	0
20						Splunk	76360			686000			1				1	0
21						Citadel									2	3	0	0	0	0
22						Intel	141782.75	147071.19	4483347	329455.25	662513.15	5685131.55		1				1
23						Comcast	2852116.69	3498412.39	3401421.91	3016377.25	2822692.75	5590338.23			1				1
24						Green Hills Software	1631965.2	1638302.24	1442480.27	3313275.26	3438571.6	1585506.16		1				1
25						Intuit	224525								1			0	0	0
26						Oracle	39356421.38	81607601.92	83379046.08	82086804.67	88178572.13	80115914.82				1				1
27	80	78	77	83		Facebook		0					22	33	20	29	0	0	0	0
28						Facebook AI		0									0	0	0	0
29						Palantir	48388865.21	83734330.02	71114136.43	147848397.4	147027372.2	255832373.5	1	2		2	1	2		2
30						Epic Games		16737.34		9050				1		1		1		1
31						Amazon	195420.72	586601.35	781276.58	91937224.51	4017553.04	34639975.44	10	11	9	15	10	11	9	15
32						Salesforce	320700	69500	0						2				0	0
33						Juniper Networks	2696755.32	1699020.68	1183399.15	181239.49	12635356.91	2565603.99			1				1
34						Boeing	15176786735	23671812500	26791399516	26171070472	26994348699	23889813309				1				1
35						IBM	294459816.8	318539435.3	337098814.6	512147911.3	452548898.7	534896336.4		1		1		1		1
36						Thermo Fisher Scientific	22468627.53	35897239.08	43702220.22	47227674.86	42588879.51	61255883.62			1				1
37						Booz Allen Hamilton	2393971867	2770099132	2999898202	3956344468	3499900073	4064199164	1				1
38						FireEye	68400	51800	75999.86	318849.62	289401.81	2202500	1				1
39						Orbital ATK	10732191433	13422136135	13474300048	17291876708	24966645670	30955246448	1				1
40						Accenture	410516844.8	579993614.7	477641001.9	430247386.3	397976357.7	412478442.5		1				1
41						Capital One							1		2	2	0	0	0	0
42						NVIDIA							1	1			0	0	0	0
43						Cloudera		99910.2						1		1		1	0	0
44						Twitter					170000			1			0	0	0
45						Western Digital							1				0	0	0	0
46						Magic Leap		1249887.86	519973.92	5129333	6234016.57	5264667.32	1				1
47						VMware	129049429.8	211171565.2	328936656.3	335954399.5	882898717.7	1324713870	3				3
48						Tesla	0	80000			0					1			0	0
49						Detroit Tigers									1		0	0	0	0
50						Schell Games								1			0	0	0	0
51						Dropbox							3	4		2	0	0	0	0
52						Samsung	198232.53							1				0	0	0
53						Samsung Research America	198232.53								1			0	0	0
54						DeepMind	102905.5	377892.18	218407	231612.7	2116396.98	98080		1	1			1	1
55						FitBit	102905.5	377892.18	218407	231612.7	2116396.98	98080	1		1		1		1
56						Google	102905.5	377892.18	218407	231612.7	2116396.98	98080	39	26	28	24	39	26	28	24
57						PNC									1		0	0	0	0
58						Dataminr		4599000	20740000	27800000	38769230.78	72772307.68			1				1
59						Etsy	72830553	34197599.56	33697949.43	36129961.93	32288450.56	36970484.3		1				1
60						Goldman Sachs							1		1	1	0	0	0	0
61						Nuro									2	2	0	0	0	0
62						Datadog									1		0	0	0	0
63						Lyft									1	1	0	0	0	0
64						Twilio							1			1	0	0	0	0
65						Everlaw										2	0	0	0	0
66						xactly		145500	147500	147500				1				1
67						Medallia	400022	0					1				1	0	0	0
68						Strategy Robot				7900000	250000	3299987		1	2	1	0	0	2	1
69						Palo Alto Networks	2241888	2150244.11	469533			116888.28		1	1			1	1	0
70						Praetorian								1			0	0	0	0
71						Cerebras Systems					4220700	10684657			1	1	0	0	0	1
72						Splice Machine					50000	998631			1		0	0	0
73						Yext				42600	52085		1	2	3		0	0	3
74						DroneDeploy									1		0	0	0	0
75						Duolingo	23635.65	76309.54	233361.51	582237.18	133076	12579.86	1	1	3	4	1	1	3	4
76						Virtu Financial									1		0	0	0	0
77						SambaNova Systems										4	0	0	0	0
78						Deutche Boerse Gro...										1	0	0	0	0
79						Huawei Technologies								1			0	0	0	0
80						Chronicle					81432				1		0	0	0
81						Two Sigma	81700	311850						3	1			3	0	0
82						Cisco	241451269.1	321865390.4	299022471.5	310342170.6	353594838.5	369821625.8		1				1
83						Coinbase										1	0	0	0	0
84						Abnormal Security										1
85						Addepar										1
86						Affirm							3	1		2
87						Agot.ai									1	2
88						Airbnb							1		2
89						Akita									1
90						Akuna Capital									1
91						Alarm.com							1
92						Ansatz Capital								1
93						Applied Predictive Technologies							3		2
94						Asana							1
95						ASV Global								1
96						Augment Solutions								1
97						Aurora								1
98						Aurora Solar								1
99						Axon										1
100						B12							1