Compare

Wells Fargo and xAI

Who stayed, who left, and where they went. Every figure the map holds for each, on the same line.

First company

Second company

Head to head

What each looks like, and how many people crossed between them.

Wells Fargo

95 people on the map, No. 102 by people

Most leave for Amazon (5.4% of recorded departures). Most arrive from Cognizant.

UC Berkeley is the biggest school here. 43% live in SF Bay Area now.

Open the Wells Fargo page

Between the two

Neither company is on the other one's top fifteen for arrivals or departures. Whatever traffic runs between them is smaller than that.

xAI

95 people on the map, No. 103 by people

Most leave for OpenAI (19.1% of recorded departures). Most arrive from Microsoft.

Stanford is the biggest school here. 86% live in SF Bay Area now.

Open the xAI page

Every number, side by side

The badge marks the gap, not a winner. A long tenure and a short one are both just facts.

Every metric the alumni map holds for Wells Fargo and xAI, side by side.
Metric	Wells Fargo	xAI
The roster
People on the mapEveryone with a stint here, current staff and alumni together.	95level	95level
There nowPeople with an open stint here.	2223% of the people here	72+50 people76% of the people here
Moved onPeople whose every stint here has ended.	73+50 people77% of the people here	2324% of the people here
Share for whom this was the first job on the record	16.8%+16.8 points	0.0%
Companies the leavers spread acrossDistinct next employers behind the departures, listed or not.	63+49 companies	14
How long people stayOver the stints here that carry both a start and an end date.
Median tenure	2y+1y	1y
The middle half of stays	10m to 3y 8m	8m to 1y 6m
What they did nextOf those who moved on within 24 months. The three are exclusive: founding beats small, small beats large.
Share of leavers whose next role was a founding one	–	–
Share of leavers who joined a company of 200 or fewer	9.6%7 people	–
Share of leavers who joined a company of 10,000 or more	23.3%+9.0 points17 people	14.3%3 people
Median months from leaving to the founding role starting	–	–
CaliberThe Eng Scorer read on a profile, 0 to 99, over the people here who carry a score.
Median caliber	7195 scored	87+1695 scored
90th percentile caliber	84	96+12
Median caliber of the people still there	–	87
Median caliber of the people who moved on	73	–
The people here
Share whose title level roseFirst title here against the last. Titles off the engineering ladder are excluded rather than guessed.	35.5%+29.8 pointsof 76 placed on the ladder	5.7%of 35 placed on the ladder
Share with a GitHub account on fileOf the people we enriched. No account on file is not proof there is none.	20.0%of 95 people	49.5%+29.5 pointsof 95 people

After Wells Fargo

10%Joined a startup7
23%Joined a big company17
67%Elsewhere

Shares of those who moved on, by their next stop.

After xAI

14%Joined a big company3
86%Elsewhere

Shares of those who moved on, by their next stop.

How long people stay at Wells Fargo

26%<1y

20%1-2y

31%2-4y

18%4-7y

5%7y+

2y median tenuremiddle half 10m to 3y 8m

80 stays with both a start and an end on the record.

How long people stay at xAI

49%<1y

39%1-2y

11%2-4y

1%4-7y

0%7y+

1y median tenuremiddle half 8m to 1y 6m

95 stays with both a start and an end on the record.

Caliber tiers

The Eng Scorer tier of every person here who carries one. The five tiers are a partition, so each band is the whole roster.

Wells Fargo95 with a tier

xAI95 with a tier

Exceptional0%13%
Strong3%40%
Solid16%25%
Emerging64%13%
Unproven17%9%

Whether a title rose

The first title a person held here against their last title here, or, when they only ever held one title here and then left, against the first title of their next role. Titles that do not sit on the engineering ladder are excluded rather than guessed, so this counts fewer people than the roster does, and it leans towards the people who left.

Wells Fargo76 placed on the ladder

xAI35 placed on the ladder

Rose36%6%
Held57%74%
Fell8%20%

A flat band can mean a flat ladder, not a company that will not promote.

Where they go, where they come from

Each company's top fifteen, merged. A dash means the company missed that side's top fifteen, not that nobody made the move.

Where they went next

Next employer	Wells Fargo	xAI
OpenAI	–	19.1%4 people
Anthropic	–	14.3%3 people
Meta	–	14.3%3 people
Amazon	5.4%4 people	–
Microsoft	4.0%3 people	–

Where they came from

Previous employer	Wells Fargo	xAI
Microsoft	–	5.4%5 people
Meta	–	4.3%4 people
Cognizant	3.4%3 people	–
Amazon	–	3.3%3 people
Apple	–	3.3%3 people
NVIDIA	–	3.3%3 people
Robinhood	–	3.3%3 people

Who the people are

Schools, and where the people who worked at each employer live now.

Schools

Over the people here who list a school: 93 at Wells Fargo, 95 at xAI. Sub-schools count as their university. People can list more than one, so these overlap.

School	Wells Fargo	xAI
UC Berkeley	10.8%10 people	15.8%15 people
Stanford	4.3%4 people	15.8%15 people
Carnegie Mellon	3.2%3 people	6.3%6 people
Columbia	3.2%3 people	6.3%6 people
UIUC	–	11.6%11 people
UC Davis	4.3%4 people	–
Georgia Tech	–	4.2%4 people
MIT	–	4.2%4 people
University of Michigan	–	4.2%4 people
Cornell	3.2%3 people	–
NYU	3.2%3 people	–
San Jose State	3.2%3 people	–

Where they live now

Where they live today, not where they sat while they worked there. Over the people here with a location: 95 at Wells Fargo, 95 at xAI. Read them against the whole map.

Metro	Wells Fargo	xAI	Whole map
SF Bay Area	43.2%41 people	86.3%82 people	46.7%
New York	41.0%39 people	10.5%10 people	33.4%
Washington DC	5.3%5 people	–	7.1%
Los Angeles	3.2%3 people	–	5.9%
Seattle	3.2%3 people	–	2.8%

Almost everyone here is in the United States, so these are American metros.

The short version

Wells Fargo has 95 people on the map, xAI has 95. Of those, 22 and 72 are there now.
People stay 2y at Wells Fargo against 1y at xAI.
Fewer than 3 of the leavers from Wells Fargo or xAI founded something next, too few to print as a share.
The median caliber is 71 at Wells Fargo against 87 at xAI.
43% of Wells Fargo lives in SF Bay Area today, and 86% of xAI in SF Bay Area, against 47% for the map.

Every company on the map

All 516 employers with at least twenty people. Click a column to sort by it, and the A and B buttons to put one into the comparison above. A dash is a figure this map won't print because too few of its people carry it. It is never a zero, and it sorts to the bottom either way.

516 companies

Back to the comparison

Every company on the alumni map, sortable by any column.
Company	People on the map	There now	Moved on	Median tenure	Founder share of leavers	Startup share of leavers	Median caliber 0 to 99	Put into the comparison
Google	3,304	1,306	1,998	3y 7m	4.8%	18.3%	84	A B
Meta	3,099	1,447	1,652	2y 6m	4.7%	17.2%	84	A B
Amazon	2,535	531	2,004	2y 4m	3.0%	12.0%	83	A B
Microsoft	1,589	351	1,238	2y 5m	4.7%	13.9%	84	A B
Palantir Technologies	1,425	698	727	2y 4m	11.0%	21.5%	84	A B
Amazon Web Services (AWS)	1,035	260	775	2y 1m	4.9%	9.5%	83	A B
Apple	868	268	600	2y 8m	6.3%	17.1%	84	A B
Stripe	713	424	289	2y 9m	7.5%	22.1%	85	A B
Bloomberg	681	300	381	3y 1m	4.0%	14.3%	82	A B
OpenAI	669	624	45	1y 5m	19.5%	17.1%	95	A B
Capital One	663	166	497	2y	3.7%	14.1%	78	A B
IBM	608	40	568	2y	3.2%	12.3%	79	A B
Uber	554	134	420	2y 9m	7.4%	18.1%	84	A B
Booz Allen Hamilton	473	226	247	2y 3m	1.6%	23.2%	63	A B
JPMorganChase	468	135	333	2y 6m	2.4%	7.9%	76	A B
Lockheed Martin	453	152	301	3y	1.4%	16.3%	67	A B
Salesforce	451	124	327	2y 10m	3.0%	14.8%	81	A B
LinkedIn	443	145	298	3y 8m	6.6%	13.8%	84	A B
Cisco	412	46	366	2y 4m	5.1%	13.9%	80	A B
Northrop Grumman	382	87	295	2y 9m	1.4%	14.1%	67	A B
Scale AI	370	167	203	1y 5m	8.9%	25.1%	84	A B
Goldman Sachs	362	31	331	2y 2m	3.4%	10.3%	81	A B
NVIDIA	345	141	204	2y 1m	3.4%	15.6%	84	A B
Oracle	342	93	249	2y 7m	5.1%	11.5%	79	A B
Databricks	327	225	102	2y 6m	6.4%	21.1%	86	A B
Tesla	318	48	270	1y 10m	6.4%	14.7%	83	A B
Anthropic	317	312	5	1y 1m	–	0.0%	95	A B
Twitter	288	3	285	2y	9.6%	20.3%	84	A B
Accenture	269	34	235	2y 1m	2.6%	11.5%	68	A B
Datadog	245	170	75	2y 6m	–	14.1%	83	A B
Jane Street	241	157	84	2y 7m	–	16.3%	91	A B
Intel	236	7	229	1y 10m	1.8%	16.1%	83	A B
Airbnb	235	61	174	2y 11m	7.2%	17.4%	87	A B
Anduril Industries	235	185	50	1y 5m	14.0%	26.0%	82	A B
Robinhood	230	92	138	2y 5m	6.7%	22.4%	84	A B
Google DeepMind	220	148	72	1y 4m	–	13.0%	92	A B
Deloitte	215	23	192	2y 1m	4.3%	12.9%	75	A B
Yahoo	215	7	208	2y 2m	3.5%	13.1%	84	A B
Coinbase	213	102	111	1y 11m	10.5%	16.7%	83	A B
VMware	206	1	205	2y	4.1%	15.9%	83	A B
Lyft	204	31	173	2y 5m	5.3%	20.6%	84	A B
Walmart	202	76	126	2y 5m	4.8%	12.7%	78	A B
Adobe	201	57	144	2y 9m	2.9%	8.8%	79	A B
Intuit	200	45	155	2y 1m	3.4%	8.2%	80	A B
Instagram	198	58	140	2y 8m	10.8%	14.4%	85	A B
DoorDash	197	105	92	2y 5m	6.6%	26.4%	84	A B
Snap Inc.	195	32	163	2y 5m	9.2%	7.9%	84	A B
Johns Hopkins Applied Physics Laboratory	187	78	109	3y	–	15.2%	70	A B
Netflix	187	107	80	2y 7m	–	15.0%	84	A B
Dropbox	175	23	152	3y 2m	7.5%	24.0%	85	A B
PayPal	173	28	145	2y 1m	5.6%	13.3%	80	A B
Roblox	171	112	59	3y 1m	6.6%	11.5%	84	A B
Snowflake	170	102	68	2y 2m	4.3%	18.8%	84	A B
Two Sigma	167	79	88	3y 10m	5.8%	18.6%	86	A B
Bank of America	165	23	142	1y 11m	2.9%	13.0%	77	A B
Square	164	49	115	4y	4.5%	19.6%	84	A B
Morgan Stanley	157	12	145	2y 7m	2.1%	5.7%	80	A B
Pinterest	154	48	106	3y	8.6%	10.6%	84	A B
Boeing	150	10	140	2y 1m	–	10.4%	77	A B
Ramp	148	120	28	1y 3m	10.7%	32.1%	84	A B
Workday	147	46	101	4y 1m	8.2%	13.3%	79	A B
Citadel	145	61	84	2y 1m	3.6%	9.5%	87	A B
Applied Intuition	144	90	54	1y 11m	9.8%	23.5%	84	A B
NASA Jet Propulsion Laboratory	143	1	142	1y 7m	3.3%	12.2%	84	A B
Waymo	142	95	47	2y 10m	–	18.8%	85	A B
MITRE	136	38	98	3y 1m	3.2%	21.3%	78	A B
Leidos	134	45	89	2y 8m	–	13.6%	64	A B
Plaid	134	81	53	2y 2m	7.0%	36.8%	84	A B
YouTube	134	54	80	3y 6m	9.8%	13.4%	84	A B
Figma	133	98	35	3y 6m	–	8.6%	87	A B
Qualcomm	133	5	128	1y 10m	–	11.1%	84	A B
TikTok	132	54	78	2y 4m	–	7.8%	82	A B
Cruise	128	15	113	2y 3m	6.4%	18.2%	85	A B
Atlassian	126	71	55	3y 1m	7.5%	18.9%	79	A B
AT&T	125	9	116	1y 10m	–	8.3%	78	A B
Raytheon	124	25	99	2y 2m	5.2%	12.5%	69	A B
Yelp	122	1	121	2y 4m	3.4%	16.2%	84	A B
NASA - National Aeronautics and Space Administration	119	6	113	9m	–	15.1%	79	A B
Samsara	118	44	74	3y	8.0%	24.0%	84	A B
Asana	117	46	71	3y 1m	5.6%	25.4%	83	A B
Citi	117	13	104	1y 11m	4.0%	9.0%	77	A B
eBay	115	9	106	2y 6m	4.8%	13.5%	83	A B
MongoDB	115	34	81	2y 7m	–	15.8%	84	A B
Lawrence Livermore National Laboratory	114	47	67	3y 10m	–	20.6%	75	A B
Shopify	113	20	93	1y 3m	–	18.5%	82	A B
Splunk	112	31	81	3y	6.1%	11.0%	82	A B
Dell Technologies	107	3	104	1y 7m	4.0%	11.9%	78	A B
Visa	107	16	91	2y 2m	–	8.9%	81	A B
SpaceX	106	27	79	1y 11m	–	25.3%	84	A B
Nuro	104	21	83	2y	6.2%	16.1%	85	A B
Tata Consultancy Services	103	5	98	1y 10m	–	12.6%	69	A B
Twilio	103	28	75	2y 10m	6.5%	27.3%	82	A B
Affirm	102	41	61	3y 5m	17.2%	25.9%	84	A B
American Express	102	22	80	1y 10m	3.8%	10.1%	77	A B
Flexport	102	9	93	1y 10m	6.7%	18.9%	83	A B
US Army	101	18	83	5y	–	7.8%	64	A B
Spotify	99	41	58	3y 7m	5.6%	20.4%	82	A B
Citadel Securities	98	46	52	2y 6m	–	12.1%	87	A B
SAP	97	8	89	2y 2m	–	17.6%	81	A B
The Walt Disney Company	97	26	71	2y 6m	4.8%	12.9%	77	A B
Twitch	96	17	79	3y 2m	7.9%	18.4%	84	A B
Wells Fargo	95	22	73	2y	–	9.6%	71	A B
xAI	95	72	23	1y	–	0.0%	87	A B
Autodesk	94	20	74	2y 11m	4.0%	10.7%	79	A B
Hewlett Packard Enterprise	93	7	86	2y 1m	4.9%	18.3%	81	A B
Notion	93	76	17	2y 6m	–	37.5%	86	A B
Rippling	93	67	26	2y 1m	–	0.0%	84	A B
BlackRock	91	14	77	2y	3.9%	14.3%	79	A B
C3 AI	91	19	72	2y	5.8%	26.1%	79	A B
Berkeley Lab	90	3	87	1y	–	17.9%	83	A B
Slack	90	28	62	2y 11m	13.1%	18.0%	84	A B
Kleiner Perkins	88	7	81	–	–	20.8%	87	A B
Palo Alto Networks	88	34	54	2y 5m	–	15.4%	83	A B
McKinsey & Company	86	10	76	1y 11m	9.6%	16.4%	75	A B
MIT Lincoln Laboratory	86	2	84	1y 1m	–	28.9%	83	A B
United States Department of War	85	10	75	2y 2m	–	19.7%	71	A B
Sandia National Laboratories	84	6	78	2y 11m	–	11.6%	82	A B
Zoox	83	51	32	3y 2m	14.7%	11.8%	83	A B
Gusto	81	46	35	3y 2m	–	29.4%	83	A B
Verkada	80	33	47	2y 10m	10.4%	18.8%	83	A B
Samsung Electronics	79	4	75	2y 2m	4.3%	18.6%	81	A B
Wayfair	79	2	77	1y 7m	4.0%	14.9%	82	A B
Wish	79	0	79	1y 4m	3.9%	18.2%	83	A B
Hudson River Trading	77	26	51	3y 1m	7.8%	13.7%	89	A B
Epic	76	3	73	2y	–	8.6%	79	A B
EY	76	6	70	2y 10m	–	7.5%	71	A B
Verizon	76	9	67	2y 1m	–	0.0%	74	A B
Block	75	42	33	3y 5m	–	19.4%	83	A B
Infosys	75	2	73	2y 1m	–	10.3%	75	A B
Barclays	74	10	64	1y 7m	6.3%	9.5%	78	A B
HackerOne	72	58	14	2y 3m	23.1%	0.0%	82	A B
Box	71	10	61	2y 8m	5.3%	14.0%	83	A B
Brex	71	26	45	3y	17.4%	21.7%	85	A B
Fidelity Investments	71	11	60	1y 3m	–	12.1%	75	A B
NASA Ames Research Center	71	1	70	1y	–	19.7%	84	A B
Peraton	70	29	41	2y 11m	–	19.1%	64	A B
Cognizant	69	6	63	2y 11m	–	10.7%	71	A B
Five Rings	69	32	37	2y 11m	–	20.0%	84	A B
Jump Trading	69	32	37	2y 2m	7.5%	12.5%	89	A B
PwC	69	6	63	2y 1m	8.2%	11.5%	73	A B
Reddit, Inc.	69	39	30	2y 9m	–	22.6%	83	A B
Airtable	67	29	38	1y 11m	8.6%	22.9%	84	A B
United States Air Force	67	6	61	4y 4m	6.4%	25.5%	68	A B
BAE Systems	66	11	55	2y 4m	–	11.5%	68	A B
Insight Data Science	66	0	66	–	–	26.6%	82	A B
CACI International Inc	65	19	46	2y 1m	–	17.0%	62	A B
Comcast	64	10	54	1y 6m	–	18.9%	75	A B
Pure Storage	64	18	46	3y 5m	–	18.2%	83	A B
ServiceNow	64	24	40	2y 2m	–	10.3%	78	A B
Expedia	63	5	58	1y 10m	–	8.8%	83	A B
RTX	63	14	49	2y 8m	–	8.0%	66	A B
HubSpot	61	19	42	1y 11m	7.3%	12.2%	82	A B
Viasat	61	6	55	–	–	12.5%	79	A B
Zillow	60	16	44	2y 10m	12.2%	0.0%	79	A B
Chime	59	46	13	2y 11m	–	21.4%	83	A B
Rivian	59	15	44	1y 11m	–	6.7%	78	A B
Etsy	58	22	36	3y 9m	–	8.3%	82	A B
KPMG	58	3	55	2y 2m	–	7.3%	68	A B
SAIC	58	13	45	1y 8m	–	21.4%	64	A B
Cisco Meraki	57	12	45	2y 10m	–	6.5%	83	A B
Symantec	57	0	57	2y 9m	5.7%	7.5%	83	A B
The New York Times	57	17	40	2y 10m	–	15.0%	81	A B
Bridgewater Associates	56	6	50	2y 6m	10.4%	27.1%	84	A B
Disney Streaming	56	27	29	2y 3m	–	23.3%	78	A B
Thomson Reuters	56	3	53	2y 1m	–	17.6%	79	A B
Yext	56	6	50	2y 3m	8.2%	22.4%	84	A B
Discord	55	25	30	2y 6m	–	20.7%	84	A B
Ford Motor Company	55	11	44	1y 3m	7.3%	14.6%	79	A B
WeWork	55	1	54	1y 11m	7.5%	9.4%	78	A B
Rubrik	54	16	38	3y 6m	7.9%	15.8%	83	A B
UBS	54	5	49	2y	–	15.9%	69	A B
General Motors	53	9	44	1y 5m	–	16.7%	79	A B
Honeywell	53	3	50	2y	–	10.6%	77	A B
Optum	53	9	44	1y 11m	6.8%	15.9%	74	A B
Squarespace	53	20	33	3y	–	0.0%	84	A B
BNY	52	10	42	1y 7m	–	10.3%	72	A B
Boston Consulting Group (BCG)	52	9	43	2y	–	24.4%	73	A B
FactSet	52	11	41	2y 8m	–	18.4%	79	A B
Riot Games	52	10	42	2y 3m	–	12.2%	82	A B
Attentive	51	16	35	2y 7m	11.4%	22.9%	79	A B
Better	51	7	44	1y 10m	6.5%	21.7%	78	A B
HP	51	3	48	2y	–	6.8%	77	A B
US Navy	51	2	49	5y	–	21.9%	61	A B
ByteDance	50	16	34	1y 11m	–	0.0%	80	A B
Cash App	50	25	25	3y 1m	–	0.0%	83	A B
Johnson & Johnson	50	6	44	1y 10m	9.1%	18.2%	78	A B
Retool	50	20	30	2y 4m	14.3%	17.9%	85	A B
Zynga	50	0	50	1y 7m	17.0%	17.0%	84	A B
Benchling	49	22	27	2y 10m	23.1%	23.1%	84	A B
Blend	49	2	47	1y 11m	–	28.9%	84	A B
Instacart	49	23	26	2y 9m	23.1%	15.4%	84	A B
Nextdoor	49	14	35	3y	–	20.6%	84	A B
Aurora	48	14	34	2y 5m	–	18.2%	84	A B
Cloudera	48	4	44	3y 4m	–	11.4%	84	A B
Flatiron Health	48	13	35	3y 8m	–	32.4%	83	A B
Genentech	48	3	45	1y 5m	–	12.8%	79	A B
LiveRamp	48	9	39	3y 3m	10.5%	26.3%	84	A B
AMD	47	8	39	1y 11m	–	18.4%	83	A B
Confluent	47	12	35	3y 4m	11.4%	17.1%	83	A B
Credit Suisse	47	0	47	2y 6m	–	20.4%	78	A B
L3Harris Technologies	47	12	35	2y 11m	–	17.1%	68	A B
Nokia	47	3	44	2y	–	13.2%	81	A B
Nordstrom	47	1	46	1y 2m	–	11.4%	78	A B
Peloton Interactive	47	17	30	2y 9m	13.3%	23.3%	78	A B
Persona	47	37	10	3y 1m	–	0.0%	82	A B
State Farm	47	2	45	–	–	6.7%	82	A B
Techstars	47	20	27	2y 7m	16.0%	20.0%	67	A B
ADP	46	9	37	2y 1m	–	18.9%	77	A B
Audible	46	13	33	2y 8m	–	9.1%	78	A B
Deutsche Bank	46	2	44	2y 5m	7.1%	0.0%	78	A B
GitHub	46	21	25	3y 8m	–	36.4%	82	A B
Mastercard	46	16	30	2y 9m	–	17.2%	78	A B
Okta	46	14	32	3y 2m	10.3%	13.8%	81	A B
Quora	46	3	43	2y 7m	–	19.5%	86	A B
Target	46	2	44	2y	–	7.1%	74	A B
The Apache Software Foundation	46	35	11	8y 1m	–	0.0%	86	A B
The Home Depot	46	3	43	1y 3m	–	0.0%	77	A B
Coursera	45	3	42	4y	–	15.0%	84	A B
Docusign	45	19	26	3y 1m	–	19.2%	79	A B
Juniper Networks	44	5	39	3y 1m	–	10.3%	82	A B
Merck	44	6	38	1y 10m	–	9.7%	72	A B
Zip	44	37	7	3y 2m	–	0.0%	83	A B
Akamai Technologies	43	7	36	1y 7m	–	17.6%	83	A B
Arista Networks	43	8	35	3y 9m	–	17.6%	81	A B
Compass	43	6	37	1y 7m	–	16.2%	77	A B
Credit Karma	43	12	31	3y 4m	10.0%	16.7%	80	A B
Electronic Arts (EA)	43	3	40	2y 2m	–	0.0%	81	A B
Groupon	43	0	43	1y 9m	–	34.2%	84	A B
Parsons Corporation	43	11	32	1y 8m	–	28.1%	64	A B
Redfin	43	4	39	2y 5m	–	7.9%	83	A B
Skydio	43	28	15	2y 8m	–	21.4%	83	A B
Capgemini	42	4	38	1y 11m	–	16.7%	67	A B
General Dynamics Information Technology	42	15	27	1y 11m	–	15.4%	63	A B
General Dynamics Mission Systems	42	14	28	3y	–	10.7%	76	A B
Glean	42	29	13	2y 10m	–	25.0%	85	A B
IMC Trading	42	7	35	1y 2m	–	11.4%	84	A B
Maxar Technologies	42	10	32	3y 5m	–	28.1%	68	A B
Sigma	42	22	20	2y 3m	–	25.0%	83	A B
The D. E. Shaw Group	42	18	24	2y	–	0.0%	84	A B
Unity	42	13	29	2y 4m	10.7%	0.0%	82	A B
Zendesk	42	10	32	3y 9m	–	12.9%	83	A B
Cloudflare	41	11	30	2y 3m	10.0%	23.3%	84	A B
Mozilla	41	5	36	1y 10m	8.8%	29.4%	85	A B
Optiver	41	12	29	2y	–	10.3%	83	A B
Pandora	41	3	38	2y 4m	–	16.7%	83	A B
Red Hat	41	4	37	2y 4m	–	28.6%	78	A B
Susquehanna International Group	41	9	32	1y 2m	–	20.0%	83	A B
Appian	40	6	34	2y 11m	–	12.1%	83	A B
Broadcom	40	13	27	2y 9m	–	24.0%	81	A B
NBCUniversal	40	7	33	2y	–	21.9%	75	A B
GE Digital	39	1	38	2y	–	13.2%	79	A B
NetApp	39	3	36	2y 3m	–	11.4%	79	A B
Qualtrics	39	7	32	3y 2m	–	0.0%	79	A B
Siemens	39	1	38	1y 3m	–	12.1%	79	A B
SoFi	39	15	24	1y 7m	–	18.2%	79	A B
Veeva Systems	39	13	26	3y 10m	–	0.0%	82	A B
Addepar	38	10	28	2y 11m	–	17.9%	84	A B
Hive	38	4	34	1y 9m	–	26.5%	83	A B
Justworks	38	24	14	2y 7m	–	0.0%	75	A B
Makani	38	3	35	1y 5m	–	33.3%	88	A B
MathWorks	38	0	38	–	–	10.5%	83	A B
NASA Goddard Space Flight Center	38	2	36	–	–	24.2%	84	A B
ODF	38	10	28	–	41.7%	20.8%	81	A B
Vanta	38	28	10	3y 6m	–	40.0%	84	A B
Carta	37	11	26	2y 5m	15.4%	15.4%	77	A B
Cursor	37	34	3	8m	–	0.0%	91	A B
DRW	37	12	25	3y 4m	–	12.0%	83	A B
Indeed	37	11	26	3y 11m	–	12.0%	79	A B
Nike	37	4	33	2y 2m	–	25.0%	73	A B
Planet	37	16	21	1y 5m	–	42.1%	77	A B
Shield AI	37	25	12	1y 10m	–	23.1%	78	A B
U.S. Naval Research Laboratory	37	1	36	7m	–	40.6%	82	A B
UnitedHealth Group	37	5	32	2y 9m	–	22.6%	69	A B
A9.com	36	1	35	–	–	0.0%	86	A B
Anyscale	36	16	20	2y 8m	–	0.0%	87	A B
Best Buy	36	2	34	1y 6m	–	16.1%	71	A B
GE	36	1	35	2y 1m	–	21.2%	80	A B
Kaiser Permanente	36	4	32	2y 1m	–	9.7%	73	A B
NerdWallet	36	4	32	2y 1m	–	16.1%	82	A B
Prudential Financial	36	6	30	2y 11m	–	10.7%	70	A B
Tencent	36	0	36	–	–	11.8%	83	A B
Thoughtworks	36	3	33	2y	–	21.2%	79	A B
Applied Predictive Technologies	35	0	35	2y 2m	–	8.8%	85	A B
AppNexus	35	0	35	1y 10m	–	17.1%	82	A B
Collins Aerospace	35	10	25	1y 10m	–	12.0%	70	A B
Opendoor	35	6	29	2y 1m	22.2%	18.5%	85	A B
TD	35	0	35	4m	–	20.6%	83	A B
The Aerospace Corporation	35	4	31	–	–	16.7%	82	A B
United States Marine Corps	35	4	31	5y	–	12.5%	64	A B
Wipro	35	1	34	2y 1m	–	9.7%	77	A B
Amplitude	34	12	22	1y 10m	18.2%	13.6%	84	A B
Bain & Company	34	3	31	2y 10m	16.7%	13.3%	69	A B
Chan Zuckerberg Initiative	34	3	31	2y 1m	13.3%	13.3%	84	A B
GoDaddy	34	4	30	2y 7m	–	16.7%	83	A B
Rewriting the Code	34	11	23	–	–	0.0%	83	A B
Thumbtack	34	11	23	3y	16.7%	12.5%	83	A B
Citrix	33	1	32	2y 2m	–	13.3%	80	A B
Codecademy	33	3	30	1y 6m	–	20.7%	83	A B
Guidewire Software	33	4	29	2y 11m	–	10.7%	83	A B
Medtronic	33	0	33	9m	–	0.0%	81	A B
Nuna Inc.	33	8	25	2y 4m	–	24.0%	83	A B
Primer.ai	33	4	29	2y 4m	10.7%	17.9%	84	A B
South Park Commons	33	8	25	8m	37.5%	20.8%	92	A B
CGI	32	3	29	1y 5m	–	13.8%	66	A B
Mercor	32	22	10	7m	–	0.0%	79	A B
NCR Corporation	32	0	32	–	–	23.3%	79	A B
Oscar Health	32	11	21	3y 11m	–	18.2%	83	A B
Patreon	32	13	19	2y	–	21.1%	83	A B
T-Mobile	32	2	30	–	–	0.0%	78	A B
Texas Instruments	32	0	32	–	–	10.0%	83	A B
Tripadvisor	32	2	30	–	–	24.1%	83	A B
Wealthfront	32	10	22	2y 3m	–	14.3%	85	A B
Akuna Capital	31	0	31	–	–	13.3%	83	A B
Alloy	31	18	13	3y	–	0.0%	75	A B
BlackBerry	31	0	31	–	–	10.0%	83	A B
Braze	31	8	23	2y 10m	–	0.0%	83	A B
Hulu	31	0	31	1y 3m	–	0.0%	83	A B
Ironclad	31	20	11	3y 2m	–	0.0%	83	A B
Merrill Lynch	31	1	30	1y 3m	–	11.5%	76	A B
Sierra	31	28	3	11m	–	0.0%	85	A B
T. Rowe Price	31	12	19	2y 3m	–	0.0%	67	A B
Gem	30	7	23	1y 4m	–	22.7%	83	A B
Handshake	30	14	16	11m	–	0.0%	81	A B
Novetta	30	3	27	2y 3m	–	26.9%	74	A B
UPS	30	1	29	–	–	16.7%	69	A B
Bolt	29	0	29	1y 8m	–	21.4%	–	A B
HCLTech	29	2	27	1y 7m	–	0.0%	–	A B
Headway	29	23	6	2y	–	0.0%	–	A B
Motorola Solutions	29	3	26	–	–	12.5%	–	A B
National Science Foundation (NSF)	29	2	27	9m	–	13.6%	–	A B
Postmates by Uber	29	1	28	1y 10m	–	0.0%	–	A B
Quantcast	29	2	27	1y 9m	12.5%	12.5%	–	A B
Vimeo	29	6	23	2y 4m	–	30.4%	–	A B
WD	29	0	29	–	–	17.9%	–	A B
X, the moonshot factory	29	3	26	1y 2m	–	28.0%	–	A B
Abnormal AI	28	18	10	3y 7m	–	30.0%	–	A B
Amgen	28	7	21	3y 2m	–	23.8%	–	A B
Checkr, Inc.	28	14	14	2y 8m	–	0.0%	–	A B
Major League Hacking	28	2	26	–	–	0.0%	–	A B
National Security Agency	28	5	23	2y 1m	–	15.8%	–	A B
Pivotal Software, Inc.	28	1	27	1y 8m	–	16.0%	–	A B
Replit	28	15	13	10m	–	45.5%	–	A B
Republic of Korea Army	28	0	28	1y 9m	–	33.3%	–	A B
San Diego Supercomputer Center	28	1	27	–	–	20.0%	–	A B
Tableau	28	1	27	–	–	0.0%	–	A B
Two Six Technologies	28	14	14	2y 7m	–	26.7%	–	A B
Chief	27	11	16	2y 9m	–	0.0%	–	A B
Duolingo	27	19	8	4y 1m	–	0.0%	–	A B
Garmin	27	1	26	–	–	15.4%	–	A B
Lime	27	1	26	1y 10m	–	24.0%	–	A B
Los Alamos National Laboratory	27	1	26	–	–	22.7%	–	A B
Memorial Sloan Kettering Cancer Center	27	4	23	1y 6m	–	19.1%	–	A B
Nasdaq	27	3	24	–	–	16.7%	–	A B
PagerDuty	27	3	24	–	–	0.0%	–	A B
Perplexity	27	17	10	2y	–	0.0%	–	A B
Ridgeline	27	15	12	2y 11m	–	25.0%	–	A B
StubHub	27	7	20	2y	–	17.6%	–	A B
Synopsys Inc	27	0	27	–	–	16.0%	–	A B
Tech Mahindra	27	0	27	2y 4m	–	0.0%	–	A B
Upwork	27	6	21	2y 2m	22.2%	22.2%	–	A B
Zocdoc	27	9	18	2y 6m	–	16.7%	–	A B
Zoom	27	10	17	2y 3m	–	23.5%	–	A B
AppDynamics	26	0	26	2y 7m	11.5%	0.0%	–	A B
CLEAR	26	12	14	2y 1m	–	23.1%	–	A B
Clear Street	26	14	12	3y 3m	–	0.0%	–	A B
Everlaw	26	19	7	5y 2m	–	0.0%	–	A B
Israel Defense Forces	26	0	26	3y 2m	–	0.0%	–	A B
LendingClub	26	2	24	1y 7m	–	37.5%	–	A B
MANTECH	26	9	17	2y 7m	17.6%	0.0%	–	A B
Oak Ridge National Laboratory	26	1	25	–	–	13.6%	–	A B
Pave	26	11	15	2y	–	26.7%	–	A B
Scotiabank	26	1	25	–	–	20.0%	–	A B
Snorkel AI	26	12	14	1y 8m	–	28.6%	–	A B
Society of Women Engineers	26	0	26	1y 3m	–	19.2%	–	A B
Sun Microsystems	26	0	26	4y 10m	–	0.0%	–	A B
U.S. Department of State	26	1	25	–	–	13.6%	–	A B
Vanguard	26	4	22	–	–	0.0%	–	A B
WhatsApp	26	9	17	–	–	0.0%	–	A B
ZipRecruiter	26	8	18	2y 1m	–	16.7%	–	A B
Alibaba Group	25	1	24	–	–	0.0%	–	A B
Argo AI	25	0	25	1y 6m	–	0.0%	–	A B
Argonne National Laboratory	25	0	25	–	–	20.0%	–	A B
Astranis Space Technologies	25	14	11	2y 6m	–	0.0%	–	A B
Fanatics	25	10	15	3y 1m	26.7%	0.0%	–	A B
GE HealthCare	25	4	21	–	–	0.0%	–	A B
Illumina	25	0	25	–	–	16.7%	–	A B
Linktree	25	4	21	1y 6m	–	0.0%	–	A B
National Center for Supercomputing Applications	25	0	25	–	–	12.5%	–	A B
Pfizer	25	4	21	–	–	0.0%	–	A B
SambaNova	25	4	21	2y 8m	–	0.0%	–	A B
Sift	25	4	21	1y 4m	–	19.1%	–	A B
Singapore Army	25	0	25	1y 10m	–	44.4%	–	A B
Toast	25	6	19	–	–	26.3%	–	A B
Udacity	25	0	25	11m	–	15.0%	–	A B
Venmo	25	5	20	2y 8m	–	33.3%	–	A B
AbbVie	24	3	21	–	–	20.0%	–	A B
AppFolio	24	5	19	–	–	0.0%	–	A B
Blueprint, Technology for Non-Profits	24	0	24	1y 8m	–	0.0%	–	A B
Cedar	24	11	13	2y	–	23.1%	–	A B
Clever Inc.	24	4	20	–	–	27.8%	–	A B
Cohere	24	9	15	–	–	28.6%	–	A B
Fastly	24	9	15	1y 11m	20.0%	0.0%	–	A B
Foursquare	24	4	20	2y 3m	15.0%	30.0%	–	A B
Gap Inc.	24	8	16	4y	–	0.0%	–	A B
Grubhub	24	3	21	3y 4m	–	14.3%	–	A B
IXL Learning	24	7	17	2y 2m	–	0.0%	–	A B
Jet	24	0	24	2y 1m	–	16.7%	–	A B
John Deere	24	1	23	–	–	0.0%	–	A B
Moveworks	24	16	8	2y 11m	–	0.0%	–	A B
Niantic, Inc.	24	6	18	2y 7m	–	0.0%	–	A B
RBC	24	0	24	–	–	26.1%	–	A B
Starbucks	24	1	23	11m	–	0.0%	–	A B
Tinder	24	7	17	3y 11m	17.6%	0.0%	–	A B
Warner Bros. Discovery	24	12	12	3y 5m	–	0.0%	–	A B
8VC	23	4	19	–	–	41.2%	–	A B
Abbott	23	10	13	–	–	0.0%	–	A B
Antler	23	1	22	3m	50.0%	0.0%	–	A B
Blue Origin	23	5	18	–	–	29.4%	–	A B
Cockroach Labs	23	3	20	–	–	0.0%	–	A B
CVS Health	23	6	17	1y 3m	–	0.0%	–	A B
Eventbrite	23	1	22	1y 8m	–	27.3%	–	A B
Informatica	23	1	22	–	–	14.3%	–	A B
Instabase	23	6	17	–	18.8%	37.5%	–	A B
Medidata Solutions	23	5	18	–	–	0.0%	–	A B
Motive	23	5	18	–	–	0.0%	–	A B
Neo	23	14	9	2y 5m	–	0.0%	–	A B
OnePay	23	16	7	3y 2m	–	0.0%	–	A B
Philips	23	3	20	–	–	21.1%	–	A B
PlayStation	23	6	17	–	–	17.6%	–	A B
Rev	23	1	22	–	–	0.0%	–	A B
Riverbed Technology	23	0	23	–	–	28.6%	–	A B
ServiceTitan	23	9	14	3y 8m	–	0.0%	–	A B
SLAC National Accelerator Laboratory	23	5	18	–	–	33.3%	–	A B
Teradata	23	2	21	–	–	20.0%	–	A B
Thermo Fisher Scientific	23	2	21	–	–	19.1%	–	A B
Thinking Machines Lab	23	21	2	9m	–	0.0%	–	A B
Cerner Corporation	22	0	22	–	–	14.3%	–	A B
Chalk	22	21	1	1y 8m	–	0.0%	–	A B
Dataminr	22	6	16	–	–	25.0%	–	A B
ECS	22	13	9	1y 9m	–	0.0%	–	A B
Ericsson	22	0	22	–	–	30.0%	–	A B
FIRST	22	1	21	1y 10m	–	27.8%	–	A B
FreeWheel	22	9	13	3y	–	0.0%	–	A B
GE Aerospace	22	1	21	–	–	19.1%	–	A B
GEICO	22	12	10	2y 1m	–	33.3%	–	A B
GRAIL	22	3	19	3y	–	15.8%	–	A B
Lob	22	2	20	2y 2m	–	15.0%	–	A B
Macy's	22	2	20	–	–	0.0%	–	A B
Mapbox	22	1	21	1y 4m	–	33.3%	–	A B
MDB	22	0	22	1y 7m	–	13.6%	–	A B
Medium	22	3	19	2y 7m	15.0%	0.0%	–	A B
Motorola Mobility (a Lenovo Company)	22	0	22	–	–	0.0%	–	A B
Neeva	22	0	22	–	–	0.0%	–	A B
NI (National Instruments)	22	0	22	–	–	0.0%	–	A B
Nutanix	22	6	16	–	–	18.8%	–	A B
Oculus VR	22	3	19	–	–	18.8%	–	A B
Quizlet	22	5	17	–	–	0.0%	–	A B
S&P Global	22	2	20	–	–	0.0%	–	A B
Slalom	22	2	20	–	–	0.0%	–	A B
SLB	22	0	22	–	–	0.0%	–	A B
TEKsystems	22	2	20	1y	–	15.8%	–	A B
Watershed	22	9	13	2y 3m	–	33.3%	–	A B
Xandr	22	0	22	–	–	0.0%	–	A B
Andreessen Horowitz	21	12	9	–	–	0.0%	–	A B
AOL	21	0	21	–	–	0.0%	–	A B
Bird	21	1	20	2y 2m	20.0%	20.0%	–	A B
Boston Scientific	21	0	21	–	–	20.0%	–	A B
Charles Schwab	21	8	13	–	–	0.0%	–	A B
Dun & Bradstreet	21	1	20	–	–	15.0%	–	A B
EasyPost	21	6	15	–	–	26.7%	–	A B
Esri	21	3	18	–	–	25.0%	–	A B
Flex	21	11	10	–	–	0.0%	–	A B
Huawei	21	2	19	–	–	18.8%	–	A B
Kensho Technologies	21	5	16	–	–	0.0%	–	A B
Mixpanel	21	2	19	1y 8m	–	22.2%	–	A B
New Relic	21	5	16	–	–	33.3%	–	A B
Nielsen	21	2	19	–	–	23.5%	–	A B
Procore Technologies	21	3	18	–	–	0.0%	–	A B
Rokt	21	13	8	1y 10m	–	0.0%	–	A B
Roku	21	7	14	–	–	0.0%	–	A B
Strava	21	9	12	–	–	0.0%	–	A B
Valon	21	16	5	2y 8m	–	0.0%	–	A B
Warp	21	13	8	2y 11m	–	0.0%	–	A B
Whatnot	21	11	10	–	–	0.0%	–	A B
Alarm.com	20	3	17	–	–	0.0%	–	A B
ASAPP	20	3	17	–	–	0.0%	–	A B
Athenahealth	20	0	20	–	–	0.0%	–	A B
Belvedere Trading, LLC	20	2	18	–	–	22.2%	–	A B
Betterment	20	7	13	2y 2m	–	0.0%	–	A B
Black Cape	20	11	9	–	–	33.3%	–	A B
Blackstone	20	5	15	–	–	0.0%	–	A B
Bluecore	20	2	18	–	–	29.4%	–	A B
Capsule	20	0	20	1y 3m	–	30.0%	–	A B
Cigna Healthcare	20	2	18	–	–	0.0%	–	A B
Clay	20	20	0	1y	–	0.0%	–	A B
CME Group	20	1	19	–	–	0.0%	–	A B
Code2040	20	3	17	–	–	0.0%	–	A B
Contrary	20	3	17	–	21.4%	21.4%	–	A B
Coupang	20	8	12	–	–	0.0%	–	A B
Enigma Technologies, Inc.	20	3	17	–	–	25.0%	–	A B
EPAM Systems	20	2	18	2y	–	0.0%	–	A B
EvolutionIQ	20	15	5	2y 5m	–	0.0%	–	A B
Fannie Mae	20	4	16	–	–	21.4%	–	A B
Harris Corporation	20	0	20	–	–	0.0%	–	A B
HBO	20	1	19	–	–	0.0%	–	A B
Honey	20	0	20	–	15.0%	20.0%	–	A B
Intuitive	20	8	12	–	–	25.0%	–	A B
LangChain	20	11	9	–	–	37.5%	–	A B
Lucid Motors	20	6	14	1y 5m	–	0.0%	–	A B
Metronome	20	14	6	2y 1m	–	0.0%	–	A B
Northwestern Mutual	20	4	16	–	–	17.6%	–	A B
PNC	20	3	17	–	–	17.6%	–	A B
Principal Financial Group	20	5	15	–	–	0.0%	–	A B
Rackspace Technology	20	0	20	–	–	15.0%	–	A B
Toptal	20	3	17	1y 5m	–	0.0%	–	A B
Yugabyte	20	6	14	–	–	0.0%	–	A B
No company on the map matches that. A company needs at least twenty people to be here.

About this data: built from 145,179 jobs across 26,633 engineers in the Zelcast network and Eng Scorer reads, updated August 21, 2026. Every number here is a count over people, never a name. A move counts when the next role starts within 24 months of leaving; companies with fewer than twenty people on the map are not shown, destinations with fewer than three are folded into the totals, and a caliber figure needs at least thirty scored people. Caliber is the Eng Scorer score.