After Scale AI
- 9%Founded something17
- 25%Joined a startup48
- 16%Joined a big company30
- 50%Elsewhere
Shares of those who moved on, by their next stop.
Compare
Scale AI and ASAPP
Every number the alumni map holds for both, one against the other: who is there, who left, where they went, how long they stayed, what they scored, where they studied and where they live now.
Head to head
Two companies, and the traffic the map records between them.
Most leave for Meta (8.8% of recorded departures). Most arrive from Meta.
UC Berkeley is the biggest school here. 52% live in New York now.
Open the Scale AI pageBetween 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.
No destination here clears the floor of three people. Most arrive from Bloomberg.
MIT is the biggest school here. 70% live in New York now.
Open the ASAPP pageEvery number, side by side
The caption on the higher side is the size of the gap. Higher is not better on every line here: a long median tenure and a short one are both just facts about a company.
| Metric | ||
|---|---|---|
| The roster | ||
| People on the mapEveryone with a stint here, current staff and alumni together. | 370+350 people | 20 |
| There nowPeople with an open stint here. | 167+164 people45% of the people here | 315% of the people here |
| Moved onPeople whose every stint here has ended. | 203+186 people55% of the people here | 1785% of the people here |
| Share for whom this was the first job on the record | 0.8% | 15.0%+14.2 points |
| Companies the leavers spread acrossDistinct next employers behind the departures, listed or not. | 138+124 companies | 14 |
| How long people stayOver the stints here that carry both a start and an end date. | ||
| Median tenure | 1y 5m | – |
| The middle half of stays | 8m to 2y 3m | – |
| What they did nextShares are over the people with a recorded next move within 24 months of leaving, and the three destinations are exclusive: a founding role wins over a small company, which wins over a large one. | ||
| Share of leavers whose next role was a founding one | 8.9%17 people | – |
| Share of leavers who joined a company of 200 or fewer | 25.1%48 people | – |
| Share of leavers who joined a company of 10,000 or more | 15.7%30 people | – |
| Median months from leaving to the founding role starting | 0m | – |
| CaliberThe Eng Scorer read on a profile, 0 to 99, over the people here who carry a score. | ||
| Median caliber | 84370 scored | – |
| 90th percentile caliber | 94 | – |
| Median caliber of the people still there | 84 | – |
| Median caliber of the people who moved on | 84 | – |
| The people here | ||
| Share whose title level roseFirst title here against the last one here, or against the next role when only one title was ever held here. Titles off the engineering ladder are excluded, not guessed. | 32.6%of 184 placed on the ladder | – |
| Share with a GitHub account on fileOver the people here who came through the enrichment at all. No account on file is not proof there is no account. | 23.2%of 370 people | – |
After ASAPP
- 100%Elsewhere
Shares of those who moved on, by their next stop.
How long people stay at Scale AI
33%<1y
33%1-2y
28%2-4y
5%4-7y
1%7y+
346 stays with both a start and an end on the record.
How long people stay at ASAPP
11%<1y
6%1-2y
17%2-4y
50%4-7y
17%7y+
18 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.
Scale AI370 with a tier
- Exceptional4%
- Strong31%
- Solid38%
- Emerging22%
- Unproven4%
Percentages in the key read Scale AI first, then ASAPP.
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.
Scale AI184 placed on the ladder
- Rose33%
- Held61%
- Fell7%
Percentages in the key read Scale AI first, then ASAPP. A flat band can mean a flat ladder rather than a company that does not promote.
Where they go, where they come from
Each company's top fifteen, merged. A dash means the company is not on that side's top fifteen, which is not the same as nobody making the move. Shares are of recorded departures and recorded arrivals.
Where they went next
Where they came from
| Previous employer | Scale AI | ASAPP |
|---|---|---|
| Bloomberg | – | 17.6%3 people |
| Meta | 6.7%24 people | – |
| Amazon | 6.4%23 people | – |
| Amazon Web Services (AWS) | 5.0%18 people | – |
| 3.3%12 people | – | |
| Microsoft | 2.8%10 people | – |
| Palantir Technologies | 2.5%9 people | – |
| Salesforce | 1.4%5 people | – |
| Stripe | 1.4%5 people | – |
| C3 AI | 1.1%4 people | – |
| McKinsey & Company | 1.1%4 people | – |
| Two Sigma | 1.1%4 people | – |
| Apple | 0.8%3 people | – |
| Benchling | 0.8%3 people | – |
Who the people are
Schools, and where the people who worked at each company live now.
Schools
Shares are over the people here who list a school at all: 369 at Scale AI, 20 at ASAPP. A sub-school counts as its university, and bootcamps, accelerators and high schools are left out. A dash means the school is not on that company's top eight, which is not the same as nobody there having gone to it. A person can list more than one school, so these overlap rather than add up.
| School | Scale AI | ASAPP |
|---|---|---|
| MIT | 7.9%29 people | 15.0%3 people |
| University of Chicago | – | 15.0%3 people |
| UC Berkeley | 14.4%53 people | – |
| Stanford | 8.9%33 people | – |
| Carnegie Mellon | 6.8%25 people | – |
| Columbia | 4.1%15 people | – |
| Penn | 3.8%14 people | – |
| Georgia Tech | 3.3%12 people | – |
| Cornell | 3.0%11 people | – |
Where they live now
The current location on the profile, not the office they sat in while they worked there. Shares are over the people here with a location on file: 370 at Scale AI, 20 at ASAPP. The last column is the whole map, which is the number to read these against. A dash means the metro is not on that company's top eight, which is not the same as nobody there living in it.
| Metro | Scale AI | ASAPP | Whole map |
|---|---|---|---|
| New York | 52.2%193 people | 70.0%14 people | 33.5% |
| SF Bay Area | 41.3%153 people | 30.0%6 people | 46.7% |
| Washington DC | 4.3%16 people | – | 7.1% |
| Los Angeles | 1.4%5 people | – | 5.9% |
Almost everyone on this map is in the United States, so this is a list of American metros and not a picture of the world.
What the two say
- Scale AI has 370 people on the map, ASAPP has 20. Of those, 167 and 3 are there now.
- Of those who moved on, 25.1% of Scale AI and 0.0% of ASAPP joined a company of 200 or fewer. Fewer than 3 of the leavers from ASAPP went to a founder title, which is too few for this map to print as a share.
- Today 52% of the Scale AI roster lives in New York and 70% of the ASAPP roster lives in New York. The map as a whole is SF Bay Area 46.7% and New York 33.5%.
Every company on the map
All 515 companies with at least twenty people. Click a column to sort by it, and the A and B buttons to put a company into the comparison at the top of the page. A dash is a figure this map will not print for that company, because too few of its people carry it: it is never a zero, and it sorts to the bottom either way.
515 companies
Back to the comparison| 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 |
|---|---|---|---|---|---|---|---|---|
| Alarm.com | 20 | 3 | 17 | – | – | 0.0% | – | AB |
| ASAPP | 20 | 3 | 17 | – | – | 0.0% | – | AB |
| Athenahealth | 20 | 0 | 20 | – | – | 0.0% | – | AB |
| Belvedere Trading, LLC | 20 | 2 | 18 | – | – | 22.2% | – | AB |
| Betterment | 20 | 7 | 13 | 2y 2m | – | 0.0% | – | AB |
| Black Cape | 20 | 11 | 9 | – | – | 33.3% | – | AB |
| Blackstone | 20 | 5 | 15 | – | – | 0.0% | – | AB |
| Bluecore | 20 | 2 | 18 | – | – | 29.4% | – | AB |
| Capsule | 20 | 0 | 20 | 1y 3m | – | 30.0% | – | AB |
| Cigna Healthcare | 20 | 2 | 18 | – | – | 0.0% | – | AB |
| Clay | 20 | 20 | 0 | 1y | – | 0.0% | – | AB |
| Code2040 | 20 | 3 | 17 | – | – | 0.0% | – | AB |
| Contrary | 20 | 3 | 17 | – | 21.4% | 21.4% | – | AB |
| Coupang | 20 | 8 | 12 | – | – | 0.0% | – | AB |
| Enigma Technologies, Inc. | 20 | 3 | 17 | – | – | 25.0% | – | AB |
| EPAM Systems | 20 | 2 | 18 | 2y | – | 0.0% | – | AB |
| EvolutionIQ | 20 | 15 | 5 | 2y 5m | – | 0.0% | – | AB |
| Fannie Mae | 20 | 4 | 16 | – | – | 21.4% | – | AB |
| Harris Corporation | 20 | 0 | 20 | – | – | 0.0% | – | AB |
| HBO | 20 | 1 | 19 | – | – | 0.0% | – | AB |
| Honey | 20 | 0 | 20 | – | 15.0% | 20.0% | – | AB |
| Intuitive | 20 | 8 | 12 | – | – | 25.0% | – | AB |
| LangChain | 20 | 11 | 9 | – | – | 37.5% | – | AB |
| Lucid Motors | 20 | 6 | 14 | 1y 5m | – | 0.0% | – | AB |
| Metronome | 20 | 14 | 6 | 2y 1m | – | 0.0% | – | AB |
| Nielsen | 20 | 2 | 18 | – | – | 25.0% | – | AB |
| Northwestern Mutual | 20 | 4 | 16 | – | – | 17.6% | – | AB |
| PNC | 20 | 3 | 17 | – | – | 17.6% | – | AB |
| Principal Financial Group | 20 | 5 | 15 | – | – | 0.0% | – | AB |
| Rackspace Technology | 20 | 0 | 20 | – | – | 15.0% | – | AB |
| Toptal | 20 | 3 | 17 | 1y 5m | – | 0.0% | – | AB |
| Yugabyte | 20 | 6 | 14 | – | – | 0.0% | – | AB |
| Andreessen Horowitz | 21 | 12 | 9 | – | – | 0.0% | – | AB |
| AOL | 21 | 0 | 21 | – | – | 0.0% | – | AB |
| Bird | 21 | 1 | 20 | 2y 2m | 20.0% | 20.0% | – | AB |
| Boston Scientific | 21 | 0 | 21 | – | – | 20.0% | – | AB |
| Charles Schwab | 21 | 8 | 13 | – | – | 0.0% | – | AB |
| Dun & Bradstreet | 21 | 1 | 20 | – | – | 15.0% | – | AB |
| EasyPost | 21 | 6 | 15 | – | – | 26.7% | – | AB |
| Esri | 21 | 3 | 18 | – | – | 25.0% | – | AB |
| Flex | 21 | 11 | 10 | – | – | 0.0% | – | AB |
| FreeWheel | 21 | 9 | 12 | 3y | – | 0.0% | – | AB |
| Huawei | 21 | 2 | 19 | – | – | 18.8% | – | AB |
| Kensho Technologies | 21 | 5 | 16 | – | – | 0.0% | – | AB |
| Mixpanel | 21 | 2 | 19 | 1y 8m | – | 22.2% | – | AB |
| New Relic | 21 | 5 | 16 | – | – | 33.3% | – | AB |
| Procore Technologies | 21 | 3 | 18 | – | – | 0.0% | – | AB |
| Rokt | 21 | 13 | 8 | 1y 10m | – | 0.0% | – | AB |
| Roku | 21 | 7 | 14 | – | – | 0.0% | – | AB |
| Strava | 21 | 9 | 12 | – | – | 0.0% | – | AB |
| Valon | 21 | 16 | 5 | 2y 8m | – | 0.0% | – | AB |
| Warp | 21 | 13 | 8 | 2y 11m | – | 0.0% | – | AB |
| Whatnot | 21 | 11 | 10 | – | – | 0.0% | – | AB |
| Cerner Corporation | 22 | 0 | 22 | – | – | 14.3% | – | AB |
| Chalk | 22 | 21 | 1 | 1y 8m | – | 0.0% | – | AB |
| Dataminr | 22 | 6 | 16 | – | – | 25.0% | – | AB |
| ECS | 22 | 13 | 9 | 1y 9m | – | 0.0% | – | AB |
| Ericsson | 22 | 0 | 22 | – | – | 30.0% | – | AB |
| FIRST | 22 | 1 | 21 | 1y 10m | – | 27.8% | – | AB |
| GE Aerospace | 22 | 1 | 21 | – | – | 19.1% | – | AB |
| GEICO | 22 | 12 | 10 | 2y 1m | – | 33.3% | – | AB |
| GRAIL | 22 | 3 | 19 | 3y | – | 15.8% | – | AB |
| Lob | 22 | 2 | 20 | 2y 2m | – | 15.0% | – | AB |
| Macy's | 22 | 2 | 20 | – | – | 0.0% | – | AB |
| Mapbox | 22 | 1 | 21 | 1y 4m | – | 33.3% | – | AB |
| MDB | 22 | 0 | 22 | 1y 7m | – | 13.6% | – | AB |
| Medium | 22 | 3 | 19 | 2y 7m | 15.0% | 0.0% | – | AB |
| Motorola Mobility (a Lenovo Company) | 22 | 0 | 22 | – | – | 0.0% | – | AB |
| Neeva | 22 | 0 | 22 | – | – | 0.0% | – | AB |
| NI (National Instruments) | 22 | 0 | 22 | – | – | 0.0% | – | AB |
| Nutanix | 22 | 6 | 16 | – | – | 18.8% | – | AB |
| Oculus VR | 22 | 3 | 19 | – | – | 18.8% | – | AB |
| Quizlet | 22 | 5 | 17 | – | – | 0.0% | – | AB |
| S&P Global | 22 | 2 | 20 | – | – | 0.0% | – | AB |
| Slalom | 22 | 2 | 20 | – | – | 0.0% | – | AB |
| SLB | 22 | 0 | 22 | – | – | 0.0% | – | AB |
| TEKsystems | 22 | 2 | 20 | 1y | – | 15.8% | – | AB |
| Thermo Fisher Scientific | 22 | 2 | 20 | – | – | 20.0% | – | AB |
| Watershed | 22 | 9 | 13 | 2y 3m | – | 33.3% | – | AB |
| Xandr | 22 | 0 | 22 | – | – | 0.0% | – | AB |
| 8VC | 23 | 4 | 19 | – | – | 41.2% | – | AB |
| Abbott | 23 | 10 | 13 | – | – | 0.0% | – | AB |
| Antler | 23 | 1 | 22 | 3m | 50.0% | 0.0% | – | AB |
| Blue Origin | 23 | 5 | 18 | – | – | 29.4% | – | AB |
| Cockroach Labs | 23 | 3 | 20 | – | – | 0.0% | – | AB |
| Cohere | 23 | 8 | 15 | – | – | 28.6% | – | AB |
| CVS Health | 23 | 6 | 17 | 1y 3m | – | 0.0% | – | AB |
| Eventbrite | 23 | 1 | 22 | 1y 8m | – | 27.3% | – | AB |
| Informatica | 23 | 1 | 22 | – | – | 14.3% | – | AB |
| Instabase | 23 | 6 | 17 | – | 18.8% | 37.5% | – | AB |
| Medidata Solutions | 23 | 5 | 18 | – | – | 0.0% | – | AB |
| Motive | 23 | 5 | 18 | – | – | 0.0% | – | AB |
| Neo | 23 | 14 | 9 | 2y 5m | – | 0.0% | – | AB |
| OnePay | 23 | 16 | 7 | 3y 2m | – | 0.0% | – | AB |
| Philips | 23 | 3 | 20 | – | – | 21.1% | – | AB |
| PlayStation | 23 | 6 | 17 | – | – | 17.6% | – | AB |
| Rev | 23 | 1 | 22 | – | – | 0.0% | – | AB |
| Riverbed Technology | 23 | 0 | 23 | – | – | 28.6% | – | AB |
| ServiceTitan | 23 | 9 | 14 | 3y 8m | – | 0.0% | – | AB |
| SLAC National Accelerator Laboratory | 23 | 5 | 18 | – | – | 33.3% | – | AB |
| Teradata | 23 | 2 | 21 | – | – | 20.0% | – | AB |
| Thinking Machines Lab | 23 | 21 | 2 | 9m | – | 0.0% | – | AB |
| AbbVie | 24 | 3 | 21 | – | – | 20.0% | – | AB |
| AppFolio | 24 | 5 | 19 | – | – | 0.0% | – | AB |
| Blueprint, Technology for Non-Profits | 24 | 0 | 24 | 1y 8m | – | 0.0% | – | AB |
| Cedar | 24 | 11 | 13 | 2y | – | 23.1% | – | AB |
| Clever Inc. | 24 | 4 | 20 | – | – | 27.8% | – | AB |
| Fastly | 24 | 9 | 15 | 1y 11m | 20.0% | 0.0% | – | AB |
| Foursquare | 24 | 4 | 20 | 2y 3m | 15.0% | 30.0% | – | AB |
| Gap Inc. | 24 | 8 | 16 | 4y | – | 0.0% | – | AB |
| Grubhub | 24 | 3 | 21 | 3y 4m | – | 14.3% | – | AB |
| IXL Learning | 24 | 7 | 17 | 2y 2m | – | 0.0% | – | AB |
| Jet | 24 | 0 | 24 | 2y 1m | – | 16.7% | – | AB |
| John Deere | 24 | 1 | 23 | – | – | 0.0% | – | AB |
| Moveworks | 24 | 16 | 8 | 2y 11m | – | 0.0% | – | AB |
| Niantic, Inc. | 24 | 6 | 18 | 2y 7m | – | 0.0% | – | AB |
| RBC | 24 | 0 | 24 | – | – | 26.1% | – | AB |
| Starbucks | 24 | 1 | 23 | 11m | – | 0.0% | – | AB |
| Tinder | 24 | 7 | 17 | 3y 11m | 17.6% | 0.0% | – | AB |
| Warner Bros. Discovery | 24 | 12 | 12 | 3y 5m | – | 0.0% | – | AB |
| Alibaba Group | 25 | 1 | 24 | – | – | 0.0% | – | AB |
| Argo AI | 25 | 0 | 25 | 1y 6m | – | 0.0% | – | AB |
| Argonne National Laboratory | 25 | 0 | 25 | – | – | 20.0% | – | AB |
| Astranis Space Technologies | 25 | 14 | 11 | 2y 6m | – | 0.0% | – | AB |
| Fanatics | 25 | 10 | 15 | 3y 1m | 26.7% | 0.0% | – | AB |
| GE HealthCare | 25 | 4 | 21 | – | – | 0.0% | – | AB |
| Illumina | 25 | 0 | 25 | – | – | 16.7% | – | AB |
| Israel Defense Forces | 25 | 0 | 25 | 3y | – | 0.0% | – | AB |
| Linktree | 25 | 4 | 21 | 1y 6m | – | 0.0% | – | AB |
| National Center for Supercomputing Applications | 25 | 0 | 25 | – | – | 12.5% | – | AB |
| Pfizer | 25 | 4 | 21 | – | – | 0.0% | – | AB |
| SambaNova | 25 | 4 | 21 | 2y 8m | – | 0.0% | – | AB |
| Sift | 25 | 4 | 21 | 1y 4m | – | 19.1% | – | AB |
| Singapore Army | 25 | 0 | 25 | 1y 10m | – | 44.4% | – | AB |
| Toast | 25 | 6 | 19 | – | – | 26.3% | – | AB |
| Udacity | 25 | 0 | 25 | 11m | – | 15.0% | – | AB |
| Venmo | 25 | 5 | 20 | 2y 8m | – | 33.3% | – | AB |
| AppDynamics | 26 | 0 | 26 | 2y 7m | 11.5% | 0.0% | – | AB |
| CLEAR | 26 | 12 | 14 | 2y 1m | – | 23.1% | – | AB |
| Clear Street | 26 | 14 | 12 | 3y 3m | – | 0.0% | – | AB |
| Everlaw | 26 | 19 | 7 | 5y 2m | – | 0.0% | – | AB |
| LendingClub | 26 | 2 | 24 | 1y 7m | – | 37.5% | – | AB |
| MANTECH | 26 | 9 | 17 | 2y 7m | 17.6% | 0.0% | – | AB |
| Oak Ridge National Laboratory | 26 | 1 | 25 | – | – | 13.6% | – | AB |
| Pave | 26 | 11 | 15 | 2y | – | 26.7% | – | AB |
| Scotiabank | 26 | 1 | 25 | – | – | 20.0% | – | AB |
| Snorkel AI | 26 | 12 | 14 | 1y 8m | – | 28.6% | – | AB |
| Society of Women Engineers | 26 | 0 | 26 | 1y 3m | – | 19.2% | – | AB |
| Sun Microsystems | 26 | 0 | 26 | 4y 10m | – | 0.0% | – | AB |
| U.S. Department of State | 26 | 1 | 25 | – | – | 13.6% | – | AB |
| Vanguard | 26 | 4 | 22 | – | – | 0.0% | – | AB |
| 26 | 9 | 17 | – | – | 0.0% | – | AB | |
| ZipRecruiter | 26 | 8 | 18 | 2y 1m | – | 16.7% | – | AB |
| Chief | 27 | 11 | 16 | 2y 9m | – | 0.0% | – | AB |
| Duolingo | 27 | 19 | 8 | 4y 1m | – | 0.0% | – | AB |
| Garmin | 27 | 1 | 26 | – | – | 15.4% | – | AB |
| Lime | 27 | 1 | 26 | 1y 10m | – | 24.0% | – | AB |
| Los Alamos National Laboratory | 27 | 1 | 26 | – | – | 22.7% | – | AB |
| Memorial Sloan Kettering Cancer Center | 27 | 4 | 23 | 1y 6m | – | 19.1% | – | AB |
| Nasdaq | 27 | 3 | 24 | – | – | 16.7% | – | AB |
| PagerDuty | 27 | 3 | 24 | – | – | 0.0% | – | AB |
| Perplexity | 27 | 17 | 10 | 2y | – | 0.0% | – | AB |
| Ridgeline | 27 | 15 | 12 | 2y 11m | – | 25.0% | – | AB |
| StubHub | 27 | 7 | 20 | 2y | – | 17.6% | – | AB |
| Synopsys Inc | 27 | 0 | 27 | – | – | 16.0% | – | AB |
| Tech Mahindra | 27 | 0 | 27 | 2y 4m | – | 0.0% | – | AB |
| Upwork | 27 | 6 | 21 | 2y 2m | 22.2% | 22.2% | – | AB |
| Zocdoc | 27 | 9 | 18 | 2y 6m | – | 16.7% | – | AB |
| Zoom | 27 | 10 | 17 | 2y 3m | – | 23.5% | – | AB |
| Abnormal AI | 28 | 18 | 10 | 3y 7m | – | 30.0% | – | AB |
| Amgen | 28 | 7 | 21 | 3y 2m | – | 23.8% | – | AB |
| Checkr, Inc. | 28 | 14 | 14 | 2y 8m | – | 0.0% | – | AB |
| Major League Hacking | 28 | 2 | 26 | – | – | 0.0% | – | AB |
| National Security Agency | 28 | 5 | 23 | 2y 1m | – | 15.8% | – | AB |
| Pivotal Software, Inc. | 28 | 1 | 27 | 1y 8m | – | 16.0% | – | AB |
| Replit | 28 | 15 | 13 | 10m | – | 45.5% | – | AB |
| Republic of Korea Army | 28 | 0 | 28 | 1y 9m | – | 33.3% | – | AB |
| San Diego Supercomputer Center | 28 | 1 | 27 | – | – | 20.0% | – | AB |
| Tableau | 28 | 1 | 27 | – | – | 0.0% | – | AB |
| Two Six Technologies | 28 | 14 | 14 | 2y 7m | – | 26.7% | – | AB |
| Bolt | 29 | 0 | 29 | 1y 8m | – | 21.4% | – | AB |
| HCLTech | 29 | 2 | 27 | 1y 7m | – | 0.0% | – | AB |
| Headway | 29 | 23 | 6 | 2y | – | 0.0% | – | AB |
| Motorola Solutions | 29 | 3 | 26 | – | – | 12.5% | – | AB |
| National Science Foundation (NSF) | 29 | 2 | 27 | 9m | – | 13.6% | – | AB |
| Postmates by Uber | 29 | 1 | 28 | 1y 10m | – | 0.0% | – | AB |
| Quantcast | 29 | 2 | 27 | 1y 9m | 12.5% | 12.5% | – | AB |
| Vimeo | 29 | 6 | 23 | 2y 4m | – | 30.4% | – | AB |
| WD | 29 | 0 | 29 | – | – | 21.4% | – | AB |
| X, the moonshot factory | 29 | 3 | 26 | 1y 2m | – | 28.0% | – | AB |
| Gem | 30 | 7 | 23 | 1y 4m | – | 22.7% | 83 | AB |
| Handshake | 30 | 14 | 16 | 11m | – | 0.0% | 81 | AB |
| Merrill Lynch | 30 | 1 | 29 | 1y 3m | – | 12.0% | 77 | AB |
| Novetta | 30 | 3 | 27 | 2y 3m | – | 26.9% | 74 | AB |
| Sierra | 30 | 28 | 2 | 11m | – | 0.0% | 85 | AB |
| UPS | 30 | 1 | 29 | – | – | 16.7% | 69 | AB |
| Akuna Capital | 31 | 0 | 31 | – | – | 13.3% | 83 | AB |
| Alloy | 31 | 18 | 13 | 3y | – | 0.0% | 75 | AB |
| BlackBerry | 31 | 0 | 31 | – | – | 10.0% | 83 | AB |
| Braze | 31 | 8 | 23 | 2y 10m | – | 0.0% | 83 | AB |
| CGI | 31 | 3 | 28 | 1y 6m | – | 14.3% | 65 | AB |
| Hulu | 31 | 0 | 31 | 1y 3m | – | 0.0% | 83 | AB |
| Ironclad | 31 | 20 | 11 | 3y 2m | – | 0.0% | 83 | AB |
| T. Rowe Price | 31 | 12 | 19 | 2y 3m | – | 0.0% | 67 | AB |
| Wealthfront | 31 | 10 | 21 | 2y 1m | – | 15.0% | 84 | AB |
| Mercor | 32 | 22 | 10 | 7m | – | 0.0% | 79 | AB |
| NCR Corporation | 32 | 0 | 32 | – | – | 23.3% | 79 | AB |
| Oscar Health | 32 | 11 | 21 | 3y 11m | – | 18.2% | 83 | AB |
| Patreon | 32 | 13 | 19 | 2y | – | 21.1% | 83 | AB |
| T-Mobile | 32 | 2 | 30 | – | – | 0.0% | 78 | AB |
| Texas Instruments | 32 | 0 | 32 | – | – | 10.0% | 83 | AB |
| Tripadvisor | 32 | 2 | 30 | – | – | 24.1% | 83 | AB |
| Citrix | 33 | 1 | 32 | 2y 2m | – | 13.3% | 80 | AB |
| Codecademy | 33 | 3 | 30 | 1y 6m | – | 20.7% | 83 | AB |
| Guidewire Software | 33 | 4 | 29 | 2y 11m | – | 10.7% | 83 | AB |
| Medtronic | 33 | 0 | 33 | 9m | – | 0.0% | 81 | AB |
| Nuna Inc. | 33 | 8 | 25 | 2y 4m | – | 24.0% | 83 | AB |
| Primer.ai | 33 | 4 | 29 | 2y 4m | 10.7% | 17.9% | 84 | AB |
| South Park Commons | 33 | 8 | 25 | 8m | 37.5% | 20.8% | 92 | AB |
| Amplitude | 34 | 12 | 22 | 1y 10m | 18.2% | 13.6% | 84 | AB |
| AppNexus | 34 | 0 | 34 | 2y | – | 17.6% | 82 | AB |
| Bain & Company | 34 | 3 | 31 | 2y 10m | 16.7% | 13.3% | 69 | AB |
| Chan Zuckerberg Initiative | 34 | 3 | 31 | 2y 1m | 13.3% | 13.3% | 84 | AB |
| GoDaddy | 34 | 4 | 30 | 2y 7m | – | 16.7% | 83 | AB |
| Rewriting the Code | 34 | 11 | 23 | – | – | 0.0% | 83 | AB |
| TD | 34 | 0 | 34 | 4m | – | 20.6% | 84 | AB |
| Thumbtack | 34 | 11 | 23 | 3y | 16.7% | 12.5% | 83 | AB |
| Applied Predictive Technologies | 35 | 0 | 35 | 2y 2m | – | 8.8% | 85 | AB |
| Collins Aerospace | 35 | 10 | 25 | 1y 10m | – | 12.0% | 70 | AB |
| Opendoor | 35 | 6 | 29 | 2y 1m | 22.2% | 18.5% | 85 | AB |
| The Aerospace Corporation | 35 | 4 | 31 | – | – | 16.7% | 82 | AB |
| United States Marine Corps | 35 | 4 | 31 | 5y | – | 12.5% | 64 | AB |
| Wipro | 35 | 1 | 34 | 2y 1m | – | 9.7% | 77 | AB |
| A9.com | 36 | 1 | 35 | – | – | 0.0% | 86 | AB |
| Anyscale | 36 | 16 | 20 | 2y 8m | – | 0.0% | 87 | AB |
| Best Buy | 36 | 2 | 34 | 1y 6m | – | 16.1% | 71 | AB |
| GE | 36 | 1 | 35 | 2y 1m | – | 21.2% | 80 | AB |
| Kaiser Permanente | 36 | 4 | 32 | 2y 1m | – | 9.7% | 73 | AB |
| NerdWallet | 36 | 4 | 32 | 2y 1m | – | 16.1% | 82 | AB |
| Prudential Financial | 36 | 6 | 30 | 2y 11m | – | 10.7% | 70 | AB |
| Tencent | 36 | 0 | 36 | – | – | 11.8% | 83 | AB |
| Thoughtworks | 36 | 3 | 33 | 2y | – | 21.2% | 79 | AB |
| Carta | 37 | 11 | 26 | 2y 5m | 15.4% | 15.4% | 77 | AB |
| Cursor | 37 | 34 | 3 | 8m | – | 0.0% | 91 | AB |
| DRW | 37 | 12 | 25 | 3y 4m | – | 12.0% | 83 | AB |
| Indeed | 37 | 11 | 26 | 3y 11m | – | 12.0% | 79 | AB |
| Nike | 37 | 4 | 33 | 2y 2m | – | 25.0% | 73 | AB |
| Planet | 37 | 16 | 21 | 1y 5m | – | 42.1% | 77 | AB |
| Shield AI | 37 | 25 | 12 | 1y 10m | – | 23.1% | 78 | AB |
| U.S. Naval Research Laboratory | 37 | 1 | 36 | 7m | – | 40.6% | 82 | AB |
| UnitedHealth Group | 37 | 5 | 32 | 2y 9m | – | 22.6% | 69 | AB |
| Addepar | 38 | 10 | 28 | 2y 11m | – | 17.9% | 84 | AB |
| Hive | 38 | 4 | 34 | 1y 9m | – | 26.5% | 83 | AB |
| Justworks | 38 | 24 | 14 | 2y 7m | – | 0.0% | 75 | AB |
| Makani | 38 | 3 | 35 | 1y 5m | – | 33.3% | 88 | AB |
| MathWorks | 38 | 0 | 38 | – | – | 10.5% | 83 | AB |
| NASA Goddard Space Flight Center | 38 | 2 | 36 | – | – | 24.2% | 84 | AB |
| ODF | 38 | 10 | 28 | – | 41.7% | 20.8% | 81 | AB |
| Vanta | 38 | 28 | 10 | 3y 6m | – | 40.0% | 84 | AB |
| GE Digital | 39 | 1 | 38 | 2y | – | 13.2% | 79 | AB |
| NetApp | 39 | 3 | 36 | 2y 3m | – | 11.4% | 79 | AB |
| Qualtrics | 39 | 7 | 32 | 3y 2m | – | 0.0% | 79 | AB |
| Siemens | 39 | 1 | 38 | 1y 3m | – | 12.1% | 79 | AB |
| SoFi | 39 | 15 | 24 | 1y 7m | – | 18.2% | 79 | AB |
| Veeva Systems | 39 | 13 | 26 | 3y 10m | – | 0.0% | 82 | AB |
| Appian | 40 | 6 | 34 | 2y 11m | – | 12.1% | 83 | AB |
| Broadcom | 40 | 13 | 27 | 2y 9m | – | 24.0% | 81 | AB |
| NBCUniversal | 40 | 7 | 33 | 2y | – | 21.9% | 75 | AB |
| Cloudflare | 41 | 11 | 30 | 2y 3m | 10.0% | 23.3% | 84 | AB |
| Mozilla | 41 | 5 | 36 | 1y 10m | 8.8% | 29.4% | 85 | AB |
| Optiver | 41 | 12 | 29 | 2y | – | 10.3% | 83 | AB |
| Pandora | 41 | 3 | 38 | 2y 4m | – | 16.7% | 83 | AB |
| Red Hat | 41 | 4 | 37 | 2y 4m | – | 28.6% | 78 | AB |
| Susquehanna International Group | 41 | 9 | 32 | 1y 2m | – | 20.0% | 83 | AB |
| Capgemini | 42 | 4 | 38 | 1y 11m | – | 16.7% | 67 | AB |
| General Dynamics Information Technology | 42 | 15 | 27 | 1y 11m | – | 15.4% | 63 | AB |
| General Dynamics Mission Systems | 42 | 14 | 28 | 3y | – | 10.7% | 76 | AB |
| Glean | 42 | 29 | 13 | 2y 10m | – | 25.0% | 85 | AB |
| IMC Trading | 42 | 7 | 35 | 1y 2m | – | 11.4% | 84 | AB |
| Maxar Technologies | 42 | 10 | 32 | 3y 5m | – | 28.1% | 68 | AB |
| Sigma | 42 | 22 | 20 | 2y 3m | – | 25.0% | 83 | AB |
| Skydio | 42 | 27 | 15 | 2y 9m | – | 21.4% | 83 | AB |
| The D. E. Shaw Group | 42 | 18 | 24 | 2y | – | 0.0% | 84 | AB |
| Unity | 42 | 13 | 29 | 2y 4m | 10.7% | 0.0% | 82 | AB |
| Zendesk | 42 | 10 | 32 | 3y 9m | – | 12.9% | 83 | AB |
| Akamai Technologies | 43 | 7 | 36 | 1y 7m | – | 17.6% | 83 | AB |
| Arista Networks | 43 | 8 | 35 | 3y 9m | – | 17.6% | 81 | AB |
| Compass | 43 | 6 | 37 | 1y 7m | – | 16.2% | 77 | AB |
| Credit Karma | 43 | 12 | 31 | 3y 4m | 10.0% | 16.7% | 80 | AB |
| Electronic Arts (EA) | 43 | 3 | 40 | 2y 2m | – | 0.0% | 81 | AB |
| Groupon | 43 | 0 | 43 | 1y 9m | – | 34.2% | 84 | AB |
| Juniper Networks | 43 | 5 | 38 | 3y | – | 10.5% | 82 | AB |
| Parsons Corporation | 43 | 11 | 32 | 1y 8m | – | 28.1% | 64 | AB |
| Redfin | 43 | 4 | 39 | 2y 5m | – | 7.9% | 83 | AB |
| Merck | 44 | 6 | 38 | 1y 10m | – | 9.7% | 72 | AB |
| Zip | 44 | 37 | 7 | 3y 2m | – | 0.0% | 83 | AB |
| Coursera | 45 | 3 | 42 | 4y | – | 15.0% | 84 | AB |
| Docusign | 45 | 19 | 26 | 3y 1m | – | 19.2% | 79 | AB |
| ADP | 46 | 9 | 37 | 2y 1m | – | 18.9% | 77 | AB |
| Audible | 46 | 13 | 33 | 2y 8m | – | 9.1% | 78 | AB |
| Deutsche Bank | 46 | 2 | 44 | 2y 5m | 7.1% | 0.0% | 78 | AB |
| GitHub | 46 | 21 | 25 | 3y 8m | – | 36.4% | 82 | AB |
| Instacart | 46 | 23 | 23 | 2y 10m | 13.0% | 17.4% | 84 | AB |
| Mastercard | 46 | 16 | 30 | 2y 9m | – | 17.2% | 78 | AB |
| Okta | 46 | 14 | 32 | 3y 2m | 10.3% | 13.8% | 81 | AB |
| Quora | 46 | 3 | 43 | 2y 7m | – | 19.5% | 86 | AB |
| Target | 46 | 2 | 44 | 2y | – | 7.1% | 74 | AB |
| The Apache Software Foundation | 46 | 35 | 11 | 8y 1m | – | 0.0% | 86 | AB |
| The Home Depot | 46 | 3 | 43 | 1y 3m | – | 0.0% | 77 | AB |
| AMD | 47 | 8 | 39 | 1y 11m | – | 18.4% | 83 | AB |
| Confluent | 47 | 12 | 35 | 3y 4m | 11.4% | 17.1% | 83 | AB |
| Credit Suisse | 47 | 0 | 47 | 2y 6m | – | 20.4% | 78 | AB |
| L3Harris Technologies | 47 | 12 | 35 | 2y 11m | – | 17.1% | 68 | AB |
| Nokia | 47 | 3 | 44 | 2y | – | 13.2% | 81 | AB |
| Nordstrom | 47 | 1 | 46 | 1y 2m | – | 11.4% | 78 | AB |
| Peloton Interactive | 47 | 17 | 30 | 2y 9m | 13.3% | 23.3% | 78 | AB |
| Persona | 47 | 37 | 10 | 3y 1m | – | 0.0% | 82 | AB |
| State Farm | 47 | 2 | 45 | – | – | 6.7% | 82 | AB |
| Techstars | 47 | 20 | 27 | 2y 7m | 16.0% | 20.0% | 67 | AB |
| Aurora | 48 | 14 | 34 | 2y 5m | – | 18.2% | 84 | AB |
| Cloudera | 48 | 4 | 44 | 3y 4m | – | 11.4% | 84 | AB |
| Flatiron Health | 48 | 13 | 35 | 3y 8m | – | 32.4% | 83 | AB |
| Genentech | 48 | 3 | 45 | 1y 5m | – | 12.8% | 79 | AB |
| LiveRamp | 48 | 9 | 39 | 3y 3m | 10.5% | 26.3% | 84 | AB |
| Benchling | 49 | 22 | 27 | 2y 10m | 23.1% | 23.1% | 84 | AB |
| Blend | 49 | 2 | 47 | 1y 11m | – | 28.9% | 84 | AB |
| Johnson & Johnson | 49 | 5 | 44 | 1y 8m | 9.1% | 18.2% | 78 | AB |
| Nextdoor | 49 | 14 | 35 | 3y | – | 20.6% | 84 | AB |
| ByteDance | 50 | 16 | 34 | 1y 11m | – | 0.0% | 80 | AB |
| Cash App | 50 | 25 | 25 | 3y 1m | – | 0.0% | 83 | AB |
| Retool | 50 | 20 | 30 | 2y 4m | 14.3% | 17.9% | 85 | AB |
| Zynga | 50 | 0 | 50 | 1y 7m | 17.0% | 17.0% | 84 | AB |
| Attentive | 51 | 16 | 35 | 2y 7m | 11.4% | 22.9% | 79 | AB |
| Better | 51 | 7 | 44 | 1y 10m | 6.5% | 21.7% | 78 | AB |
| Boston Consulting Group (BCG) | 51 | 9 | 42 | 2y | – | 25.0% | 74 | AB |
| HP | 51 | 3 | 48 | 2y | – | 6.8% | 77 | AB |
| US Navy | 51 | 2 | 49 | 5y | – | 21.9% | 61 | AB |
| BNY | 52 | 10 | 42 | 1y 7m | – | 10.3% | 72 | AB |
| FactSet | 52 | 11 | 41 | 2y 8m | – | 18.4% | 79 | AB |
| Honeywell | 52 | 3 | 49 | 1y 11m | – | 10.9% | 77 | AB |
| Optum | 52 | 9 | 43 | 1y 10m | – | 16.3% | 75 | AB |
| Riot Games | 52 | 10 | 42 | 2y 3m | – | 12.2% | 82 | AB |
| General Motors | 53 | 9 | 44 | 1y 5m | – | 16.7% | 79 | AB |
| Squarespace | 53 | 20 | 33 | 3y | – | 0.0% | 84 | AB |
| Rubrik | 54 | 16 | 38 | 3y 6m | 7.9% | 15.8% | 83 | AB |
| UBS | 54 | 5 | 49 | 2y | – | 15.9% | 69 | AB |
| Discord | 55 | 25 | 30 | 2y 6m | – | 20.7% | 84 | AB |
| Ford Motor Company | 55 | 11 | 44 | 1y 3m | 7.3% | 14.6% | 79 | AB |
| WeWork | 55 | 1 | 54 | 1y 11m | 7.5% | 9.4% | 78 | AB |
| Bridgewater Associates | 56 | 6 | 50 | 2y 6m | 10.4% | 27.1% | 84 | AB |
| Disney Streaming | 56 | 27 | 29 | 2y 3m | – | 23.3% | 78 | AB |
| Thomson Reuters | 56 | 3 | 53 | 2y 1m | – | 17.6% | 79 | AB |
| Yext | 56 | 6 | 50 | 2y 3m | 8.2% | 22.4% | 84 | AB |
| Cisco Meraki | 57 | 12 | 45 | 2y 10m | – | 6.5% | 83 | AB |
| Symantec | 57 | 0 | 57 | 2y 9m | 5.7% | 7.5% | 83 | AB |
| The New York Times | 57 | 17 | 40 | 2y 10m | – | 15.0% | 81 | AB |
| Etsy | 58 | 22 | 36 | 3y 9m | – | 8.3% | 82 | AB |
| KPMG | 58 | 3 | 55 | 2y 2m | – | 7.3% | 68 | AB |
| SAIC | 58 | 13 | 45 | 1y 8m | – | 21.4% | 64 | AB |
| Chime | 59 | 46 | 13 | 2y 11m | – | 21.4% | 83 | AB |
| Rivian | 59 | 15 | 44 | 1y 11m | – | 6.7% | 78 | AB |
| Zillow | 60 | 16 | 44 | 2y 10m | 12.2% | 0.0% | 79 | AB |
| HubSpot | 61 | 19 | 42 | 1y 11m | 7.3% | 12.2% | 82 | AB |
| Viasat | 61 | 6 | 55 | – | – | 12.5% | 79 | AB |
| Expedia | 63 | 5 | 58 | 1y 10m | – | 8.8% | 83 | AB |
| RTX | 63 | 14 | 49 | 2y 8m | – | 8.0% | 66 | AB |
| Comcast | 64 | 10 | 54 | 1y 6m | – | 18.9% | 75 | AB |
| Pure Storage | 64 | 18 | 46 | 3y 5m | – | 18.2% | 83 | AB |
| ServiceNow | 64 | 24 | 40 | 2y 2m | – | 10.3% | 78 | AB |
| CACI International Inc | 65 | 19 | 46 | 2y 1m | – | 17.0% | 62 | AB |
| BAE Systems | 66 | 11 | 55 | 2y 4m | – | 11.5% | 68 | AB |
| Insight Data Science | 66 | 0 | 66 | – | – | 26.6% | 82 | AB |
| Airtable | 67 | 29 | 38 | 1y 11m | 8.6% | 22.9% | 84 | AB |
| United States Air Force | 67 | 6 | 61 | 4y 4m | 6.4% | 25.5% | 68 | AB |
| Reddit, Inc. | 68 | 39 | 29 | 2y 10m | – | 23.3% | 83 | AB |
| Cognizant | 69 | 6 | 63 | 2y 11m | – | 10.7% | 71 | AB |
| Five Rings | 69 | 32 | 37 | 2y 11m | – | 20.0% | 84 | AB |
| Jump Trading | 69 | 32 | 37 | 2y 2m | 7.5% | 12.5% | 89 | AB |
| PwC | 69 | 6 | 63 | 2y 1m | 8.2% | 11.5% | 73 | AB |
| Peraton | 70 | 29 | 41 | 2y 11m | – | 19.1% | 64 | AB |
| Box | 71 | 10 | 61 | 2y 8m | 5.3% | 14.0% | 83 | AB |
| Brex | 71 | 26 | 45 | 3y | 17.4% | 21.7% | 85 | AB |
| Fidelity Investments | 71 | 11 | 60 | 1y 3m | – | 12.1% | 75 | AB |
| NASA Ames Research Center | 71 | 1 | 70 | 1y | – | 19.7% | 84 | AB |
| Hackerone Hunterdm | 72 | 58 | 14 | 2y 3m | 23.1% | 0.0% | 82 | AB |
| Barclays | 74 | 10 | 64 | 1y 7m | 6.3% | 9.5% | 78 | AB |
| Block | 75 | 42 | 33 | 3y 5m | – | 19.4% | 83 | AB |
| Infosys | 75 | 2 | 73 | 2y 1m | – | 10.3% | 75 | AB |
| Epic | 76 | 3 | 73 | 2y | – | 8.6% | 79 | AB |
| EY | 76 | 6 | 70 | 2y 10m | – | 7.5% | 71 | AB |
| Verizon | 76 | 9 | 67 | 2y 1m | – | 0.0% | 74 | AB |
| Hudson River Trading | 77 | 26 | 51 | 3y 1m | 7.8% | 13.7% | 89 | AB |
| Samsung Electronics | 79 | 4 | 75 | 2y 2m | 4.3% | 18.6% | 81 | AB |
| Wayfair | 79 | 2 | 77 | 1y 7m | 4.0% | 14.9% | 82 | AB |
| Wish | 79 | 0 | 79 | 1y 4m | 3.9% | 18.2% | 83 | AB |
| Verkada | 80 | 33 | 47 | 2y 10m | 10.4% | 18.8% | 83 | AB |
| Gusto | 81 | 46 | 35 | 3y 2m | – | 29.4% | 83 | AB |
| Zoox | 83 | 51 | 32 | 3y 2m | 14.7% | 11.8% | 83 | AB |
| Sandia National Laboratories | 84 | 6 | 78 | 2y 11m | – | 11.6% | 82 | AB |
| United States Department of War | 85 | 10 | 75 | 2y 2m | – | 19.7% | 71 | AB |
| McKinsey & Company | 86 | 10 | 76 | 1y 11m | 9.6% | 16.4% | 75 | AB |
| MIT Lincoln Laboratory | 86 | 2 | 84 | 1y 1m | – | 28.9% | 83 | AB |
| Kleiner Perkins | 88 | 7 | 81 | – | – | 20.8% | 87 | AB |
| Palo Alto Networks | 88 | 34 | 54 | 2y 5m | – | 15.4% | 83 | AB |
| Berkeley Lab | 90 | 3 | 87 | 1y | – | 17.9% | 83 | AB |
| Slack | 90 | 28 | 62 | 2y 11m | 13.1% | 18.0% | 84 | AB |
| BlackRock | 91 | 14 | 77 | 2y | 3.9% | 14.3% | 79 | AB |
| C3 AI | 91 | 19 | 72 | 2y | 5.8% | 26.1% | 79 | AB |
| Hewlett Packard Enterprise | 92 | 6 | 86 | 2y 1m | 4.9% | 18.3% | 80 | AB |
| Notion | 93 | 76 | 17 | 2y 6m | – | 37.5% | 86 | AB |
| Rippling | 93 | 67 | 26 | 2y 1m | – | 0.0% | 84 | AB |
| Autodesk | 94 | 20 | 74 | 2y 11m | 4.0% | 10.7% | 79 | AB |
| Wells Fargo | 94 | 22 | 72 | 2y | – | 9.7% | 71 | AB |
| xAI | 94 | 72 | 22 | 1y | – | 0.0% | 87 | AB |
| Twitch | 96 | 17 | 79 | 3y 2m | 7.9% | 18.4% | 84 | AB |
| SAP | 97 | 8 | 89 | 2y 2m | – | 17.6% | 81 | AB |
| The Walt Disney Company | 97 | 26 | 71 | 2y 6m | 4.8% | 12.9% | 77 | AB |
| Citadel Securities | 98 | 46 | 52 | 2y 6m | – | 12.1% | 87 | AB |
| Spotify | 99 | 41 | 58 | 3y 7m | 5.6% | 20.4% | 82 | AB |
| US Army | 101 | 18 | 83 | 5y | – | 7.8% | 64 | AB |
| Affirm | 102 | 41 | 61 | 3y 5m | 17.2% | 25.9% | 84 | AB |
| American Express | 102 | 22 | 80 | 1y 10m | 3.8% | 10.1% | 77 | AB |
| Flexport | 102 | 9 | 93 | 1y 10m | 6.7% | 18.9% | 83 | AB |
| Tata Consultancy Services | 102 | 5 | 97 | 1y 10m | – | 12.8% | 69 | AB |
| Twilio | 103 | 28 | 75 | 2y 10m | 6.5% | 27.3% | 82 | AB |
| Nuro | 104 | 21 | 83 | 2y | 6.2% | 16.1% | 85 | AB |
| Dell Technologies | 106 | 3 | 103 | 1y 7m | 4.0% | 12.0% | 78 | AB |
| SpaceX | 106 | 27 | 79 | 1y 11m | – | 25.3% | 84 | AB |
| Visa | 106 | 16 | 90 | 2y 4m | – | 9.0% | 81 | AB |
| eBay | 112 | 9 | 103 | 2y 6m | 4.0% | 13.9% | 83 | AB |
| Splunk | 112 | 31 | 81 | 3y | 6.1% | 11.0% | 82 | AB |
| Shopify | 113 | 20 | 93 | 1y 3m | – | 18.5% | 82 | AB |
| Lawrence Livermore National Laboratory | 114 | 47 | 67 | 3y 10m | – | 20.6% | 75 | AB |
| MongoDB | 115 | 34 | 81 | 2y 7m | – | 15.8% | 84 | AB |
| Asana | 117 | 46 | 71 | 3y 1m | 5.6% | 25.4% | 83 | AB |
| Citi | 117 | 13 | 104 | 1y 11m | 4.0% | 9.0% | 77 | AB |
| NASA - National Aeronautics and Space Administration | 118 | 6 | 112 | 9m | – | 15.2% | 79 | AB |
| Samsara | 118 | 44 | 74 | 3y | 8.0% | 24.0% | 84 | AB |
| Yelp | 122 | 1 | 121 | 2y 4m | 3.4% | 16.2% | 84 | AB |
| Raytheon | 124 | 25 | 99 | 2y 2m | 5.2% | 12.5% | 69 | AB |
| AT&T | 125 | 9 | 116 | 1y 10m | – | 8.3% | 78 | AB |
| Atlassian | 126 | 71 | 55 | 3y 1m | 7.5% | 18.9% | 79 | AB |
| Cruise | 128 | 15 | 113 | 2y 3m | 6.4% | 18.2% | 85 | AB |
| TikTok | 132 | 54 | 78 | 2y 4m | – | 7.8% | 82 | AB |
| Figma | 133 | 98 | 35 | 3y 6m | – | 8.6% | 87 | AB |
| Qualcomm | 133 | 5 | 128 | 1y 10m | – | 11.1% | 84 | AB |
| Leidos | 134 | 45 | 89 | 2y 8m | – | 13.6% | 64 | AB |
| Plaid | 134 | 81 | 53 | 2y 2m | 7.0% | 36.8% | 84 | AB |
| YouTube | 134 | 54 | 80 | 3y 6m | 9.8% | 13.4% | 84 | AB |
| MITRE | 136 | 38 | 98 | 3y 1m | 3.2% | 21.3% | 78 | AB |
| NASA Jet Propulsion Laboratory | 142 | 1 | 141 | 1y 5m | 3.3% | 12.2% | 84 | AB |
| Waymo | 142 | 95 | 47 | 2y 10m | – | 18.8% | 85 | AB |
| Applied Intuition | 144 | 90 | 54 | 1y 11m | 9.8% | 23.5% | 84 | AB |
| Citadel | 145 | 61 | 84 | 2y 1m | 3.6% | 9.5% | 87 | AB |
| Workday | 147 | 46 | 101 | 4y 1m | 8.2% | 13.3% | 79 | AB |
| Ramp | 148 | 120 | 28 | 1y 3m | 10.7% | 32.1% | 84 | AB |
| Boeing | 150 | 10 | 140 | 2y 1m | – | 10.4% | 77 | AB |
| 153 | 48 | 105 | 3y | 8.7% | 10.7% | 84 | AB | |
| Morgan Stanley | 157 | 12 | 145 | 2y 7m | 2.1% | 5.7% | 80 | AB |
| Square | 164 | 49 | 115 | 4y | 4.5% | 19.6% | 84 | AB |
| Bank of America | 165 | 23 | 142 | 1y 11m | 2.9% | 13.0% | 77 | AB |
| Two Sigma | 167 | 79 | 88 | 3y 10m | 5.8% | 18.6% | 86 | AB |
| Snowflake | 170 | 102 | 68 | 2y 2m | 4.3% | 18.8% | 84 | AB |
| Roblox | 171 | 112 | 59 | 3y 1m | 6.6% | 11.5% | 84 | AB |
| PayPal | 173 | 28 | 145 | 2y 1m | 5.6% | 13.3% | 80 | AB |
| Dropbox | 175 | 23 | 152 | 3y 2m | 7.5% | 24.0% | 85 | AB |
| Johns Hopkins Applied Physics Laboratory | 187 | 78 | 109 | 3y | – | 15.2% | 70 | AB |
| Netflix | 187 | 107 | 80 | 2y 7m | – | 15.0% | 84 | AB |
| Snap Inc. | 195 | 32 | 163 | 2y 5m | 9.2% | 7.9% | 84 | AB |
| DoorDash | 197 | 105 | 92 | 2y 5m | 6.6% | 26.4% | 84 | AB |
| 198 | 58 | 140 | 2y 8m | 10.8% | 14.4% | 85 | AB | |
| Intuit | 200 | 45 | 155 | 2y 1m | 3.4% | 8.2% | 80 | AB |
| Adobe | 201 | 57 | 144 | 2y 9m | 2.9% | 8.8% | 79 | AB |
| Walmart | 202 | 76 | 126 | 2y 5m | 4.8% | 12.7% | 78 | AB |
| Lyft | 204 | 31 | 173 | 2y 5m | 5.3% | 20.6% | 84 | AB |
| VMware | 205 | 1 | 204 | 2y | 4.1% | 16.0% | 83 | AB |
| Coinbase | 213 | 102 | 111 | 1y 11m | 10.5% | 16.7% | 83 | AB |
| Deloitte | 214 | 23 | 191 | 2y 1m | 4.3% | 13.0% | 76 | AB |
| Yahoo | 214 | 7 | 207 | 2y 2m | 3.5% | 13.1% | 84 | AB |
| Google DeepMind | 220 | 148 | 72 | 1y 4m | – | 13.0% | 92 | AB |
| Robinhood | 228 | 92 | 136 | 2y 5m | 6.8% | 22.7% | 84 | AB |
| Anduril Industries | 234 | 185 | 49 | 1y 5m | 14.3% | 26.5% | 82 | AB |
| Airbnb | 235 | 61 | 174 | 2y 11m | 7.2% | 17.4% | 87 | AB |
| Intel | 236 | 7 | 229 | 1y 10m | 1.8% | 16.1% | 83 | AB |
| Jane Street | 241 | 157 | 84 | 2y 7m | – | 16.3% | 91 | AB |
| Datadog | 245 | 170 | 75 | 2y 6m | – | 14.1% | 83 | AB |
| Accenture | 269 | 34 | 235 | 2y 1m | 2.6% | 11.5% | 68 | AB |
| 286 | 3 | 283 | 2y | 9.7% | 20.4% | 84 | AB | |
| Anthropic | 317 | 312 | 5 | 1y 1m | – | 0.0% | 95 | AB |
| Tesla | 318 | 48 | 270 | 1y 10m | 6.4% | 14.7% | 83 | AB |
| Databricks | 327 | 225 | 102 | 2y 6m | 6.4% | 21.1% | 86 | AB |
| Oracle | 342 | 93 | 249 | 2y 7m | 5.1% | 11.5% | 79 | AB |
| NVIDIA | 344 | 140 | 204 | 2y 2m | 3.4% | 15.6% | 84 | AB |
| Goldman Sachs | 361 | 31 | 330 | 2y 2m | 3.4% | 10.3% | 81 | AB |
| Scale AI | 370 | 167 | 203 | 1y 5m | 8.9% | 25.1% | 84 | AB |
| Northrop Grumman | 382 | 87 | 295 | 2y 9m | 1.4% | 14.1% | 67 | AB |
| Cisco | 411 | 46 | 365 | 2y 4m | 5.1% | 14.0% | 80 | AB |
| 442 | 145 | 297 | 3y 8m | 6.6% | 13.9% | 84 | AB | |
| Salesforce | 451 | 124 | 327 | 2y 10m | 3.0% | 14.8% | 81 | AB |
| Lockheed Martin | 453 | 152 | 301 | 3y | 1.4% | 16.3% | 67 | AB |
| JPMorganChase | 467 | 135 | 332 | 2y 6m | 2.5% | 8.0% | 76 | AB |
| Booz Allen Hamilton | 473 | 226 | 247 | 2y 3m | 1.6% | 23.2% | 63 | AB |
| Uber | 553 | 134 | 419 | 2y 9m | 7.4% | 18.2% | 84 | AB |
| IBM | 606 | 40 | 566 | 2y | 3.2% | 12.4% | 79 | AB |
| Capital One | 663 | 166 | 497 | 2y | 3.7% | 14.1% | 78 | AB |
| OpenAI | 668 | 623 | 45 | 1y 5m | 19.5% | 17.1% | 95 | AB |
| Bloomberg | 681 | 300 | 381 | 3y 1m | 4.0% | 14.3% | 82 | AB |
| Stripe | 713 | 424 | 289 | 2y 9m | 7.5% | 22.1% | 85 | AB |
| Apple | 868 | 268 | 600 | 2y 8m | 6.3% | 17.1% | 84 | AB |
| Amazon Web Services (AWS) | 1,035 | 260 | 775 | 2y 1m | 4.9% | 9.5% | 83 | AB |
| Palantir Technologies | 1,422 | 698 | 724 | 2y 4m | 10.9% | 21.6% | 84 | AB |
| Microsoft | 1,588 | 351 | 1,237 | 2y 5m | 4.7% | 13.9% | 84 | AB |
| Amazon | 2,533 | 531 | 2,002 | 2y 4m | 3.0% | 12.0% | 83 | AB |
| Meta | 3,097 | 1,447 | 1,650 | 2y 6m | 4.6% | 17.2% | 84 | AB |
| 3,299 | 1,305 | 1,994 | 3y 7m | 4.7% | 18.3% | 84 | AB | |
| No company on the map matches that. A company needs at least twenty people to be here. | ||||||||
About this data: built from 144,786 jobs across 26,572 engineers in the Zelcast network and Eng Scorer reads, updated August 20, 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.