Zelcastalumni map

Compare

PlayStation and Lyft

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.

PlayStation

23 people on the map, No. 429 by people

No destination here clears the floor of three people.

UC San Diego is the biggest school here. 78% live in SF Bay Area now.

Open the PlayStation 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.

Lyft

204 people on the map, No. 41 by people

Most leave for Meta (7.1% of recorded departures). Most arrive from Google.

UC Berkeley is the biggest school here. 63% live in SF Bay Area now.

Open the Lyft page

Every 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.

Every metric the alumni map holds for PlayStation and Lyft, side by side.
MetricPlayStationLyft
The roster
People on the mapEveryone with a stint here, current staff and alumni together.23204+181 people
There nowPeople with an open stint here.626% of the people here31+25 people15% of the people here
Moved onPeople whose every stint here has ended.1774% of the people here173+156 people85% of the people here
Share for whom this was the first job on the record26.1%+22.7 points3.4%
Companies the leavers spread acrossDistinct next employers behind the departures, listed or not.17122+105 companies
How long people stayOver the stints here that carry both a start and an end date.
Median tenure2y 5m
The middle half of stays1y 4m to 4y
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 one5.3%9 people
Share of leavers who joined a company of 200 or fewer17.6%3 people20.6%+2.9 points35 people
Share of leavers who joined a company of 10,000 or more23.5%+4.7 points4 people18.8%32 people
Median months from leaving to the founding role starting0m
CaliberThe Eng Scorer read on a profile, 0 to 99, over the people here who carry a score.
Median caliber84204 scored
90th percentile caliber93
Median caliber of the people still there81
Median caliber of the people who moved on85
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.41.4%of 169 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.53.9%of 204 people

After PlayStation

  • 18%Joined a startup3
  • 24%Joined a big company4
  • 59%Elsewhere

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

After Lyft

  • 5%Founded something9
  • 21%Joined a startup35
  • 19%Joined a big company32
  • 55%Elsewhere

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

How long people stay at PlayStation

7%<1y
13%1-2y
33%2-4y
40%4-7y
7%7y+
median tenure

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

How long people stay at Lyft

15%<1y
28%1-2y
31%2-4y
20%4-7y
5%7y+
2y 5m median tenuremiddle half 1y 4m to 4y

175 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.

Lyft204 with a tier
  • Exceptional2%
  • Strong32%
  • Solid46%
  • Emerging19%
  • Unproven1%

Percentages in the key read PlayStation first, then Lyft.

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.

Lyft169 placed on the ladder
  • Rose41%
  • Held57%
  • Fell1%

Percentages in the key read PlayStation first, then Lyft. 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.

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: 23 at PlayStation, 204 at Lyft. 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.

SchoolPlayStationLyft
UC Berkeley13.0%3 people11.8%24 people
UC San Diego17.4%4 people
Stanford7.3%15 people
University of Waterloo4.9%10 people
Carnegie Mellon4.4%9 people
UIUC4.4%9 people
Cornell3.9%8 people
Georgia Tech3.9%8 people
UCLA3.9%8 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: 23 at PlayStation, 204 at Lyft. 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.

MetroPlayStationLyftWhole map
SF Bay Area78.3%18 people63.2%129 people46.7%
New York13.0%3 people27.5%56 people33.5%
Los Angeles3.4%7 people5.9%
Seattle3.4%7 people2.8%

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

  • PlayStation has 23 people on the map, Lyft has 204. Of those, 6 and 31 are there now.
  • Of those who moved on, 17.6% of PlayStation and 20.6% of Lyft joined a company of 200 or fewer. Fewer than 3 of the leavers from PlayStation went to a founder title, which is too few for this map to print as a share.
  • Today 78% of the PlayStation roster lives in SF Bay Area and 63% of the Lyft roster lives in SF Bay Area. 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
Every company on the alumni map, sortable by any column.
Company People on the mapThere now Moved on Median tenure Founder share of leaversStartup share of leaversMedian caliber 0 to 99Put into the comparison
Google3,2991,3051,9943y 7m4.7%18.3%84AB
Meta3,0971,4471,6502y 6m4.6%17.2%84AB
Amazon2,5335312,0022y 4m3.0%12.0%83AB
Microsoft1,5883511,2372y 5m4.7%13.9%84AB
Palantir Technologies1,4226987242y 4m10.9%21.6%84AB
Amazon Web Services (AWS)1,0352607752y 1m4.9%9.5%83AB
Apple8682686002y 8m6.3%17.1%84AB
Stripe7134242892y 9m7.5%22.1%85AB
Bloomberg6813003813y 1m4.0%14.3%82AB
OpenAI668623451y 5m19.5%17.1%95AB
Capital One6631664972y3.7%14.1%78AB
IBM606405662y3.2%12.4%79AB
Uber5531344192y 9m7.4%18.2%84AB
Booz Allen Hamilton4732262472y 3m1.6%23.2%63AB
JPMorganChase4671353322y 6m2.5%8.0%76AB
Lockheed Martin4531523013y1.4%16.3%67AB
Salesforce4511243272y 10m3.0%14.8%81AB
LinkedIn4421452973y 8m6.6%13.9%84AB
Cisco411463652y 4m5.1%14.0%80AB
Northrop Grumman382872952y 9m1.4%14.1%67AB
Scale AI3701672031y 5m8.9%25.1%84AB
Goldman Sachs361313302y 2m3.4%10.3%81AB
NVIDIA3441402042y 2m3.4%15.6%84AB
Oracle342932492y 7m5.1%11.5%79AB
Databricks3272251022y 6m6.4%21.1%86AB
Tesla318482701y 10m6.4%14.7%83AB
Anthropic31731251y 1m0.0%95AB
Twitter28632832y9.7%20.4%84AB
Accenture269342352y 1m2.6%11.5%68AB
Datadog245170752y 6m14.1%83AB
Jane Street241157842y 7m16.3%91AB
Intel23672291y 10m1.8%16.1%83AB
Airbnb235611742y 11m7.2%17.4%87AB
Anduril Industries234185491y 5m14.3%26.5%82AB
Robinhood228921362y 5m6.8%22.7%84AB
Google DeepMind220148721y 4m13.0%92AB
Deloitte214231912y 1m4.3%13.0%76AB
Yahoo21472072y 2m3.5%13.1%84AB
Coinbase2131021111y 11m10.5%16.7%83AB
VMware20512042y4.1%16.0%83AB
Lyft204311732y 5m5.3%20.6%84AB
Walmart202761262y 5m4.8%12.7%78AB
Adobe201571442y 9m2.9%8.8%79AB
Intuit200451552y 1m3.4%8.2%80AB
Instagram198581402y 8m10.8%14.4%85AB
DoorDash197105922y 5m6.6%26.4%84AB
Snap Inc.195321632y 5m9.2%7.9%84AB
Johns Hopkins Applied Physics Laboratory187781093y15.2%70AB
Netflix187107802y 7m15.0%84AB
Dropbox175231523y 2m7.5%24.0%85AB
PayPal173281452y 1m5.6%13.3%80AB
Roblox171112593y 1m6.6%11.5%84AB
Snowflake170102682y 2m4.3%18.8%84AB
Two Sigma16779883y 10m5.8%18.6%86AB
Bank of America165231421y 11m2.9%13.0%77AB
Square164491154y4.5%19.6%84AB
Morgan Stanley157121452y 7m2.1%5.7%80AB
Pinterest153481053y8.7%10.7%84AB
Boeing150101402y 1m10.4%77AB
Ramp148120281y 3m10.7%32.1%84AB
Workday147461014y 1m8.2%13.3%79AB
Citadel14561842y 1m3.6%9.5%87AB
Applied Intuition14490541y 11m9.8%23.5%84AB
NASA Jet Propulsion Laboratory14211411y 5m3.3%12.2%84AB
Waymo14295472y 10m18.8%85AB
MITRE13638983y 1m3.2%21.3%78AB
Leidos13445892y 8m13.6%64AB
Plaid13481532y 2m7.0%36.8%84AB
YouTube13454803y 6m9.8%13.4%84AB
Figma13398353y 6m8.6%87AB
Qualcomm13351281y 10m11.1%84AB
TikTok13254782y 4m7.8%82AB
Cruise128151132y 3m6.4%18.2%85AB
Atlassian12671553y 1m7.5%18.9%79AB
AT&T12591161y 10m8.3%78AB
Raytheon12425992y 2m5.2%12.5%69AB
Yelp12211212y 4m3.4%16.2%84AB
NASA - National Aeronautics and Space Administration11861129m15.2%79AB
Samsara11844743y8.0%24.0%84AB
Asana11746713y 1m5.6%25.4%83AB
Citi117131041y 11m4.0%9.0%77AB
MongoDB11534812y 7m15.8%84AB
Lawrence Livermore National Laboratory11447673y 10m20.6%75AB
Shopify11320931y 3m18.5%82AB
eBay11291032y 6m4.0%13.9%83AB
Splunk11231813y6.1%11.0%82AB
Dell Technologies10631031y 7m4.0%12.0%78AB
SpaceX10627791y 11m25.3%84AB
Visa10616902y 4m9.0%81AB
Nuro10421832y6.2%16.1%85AB
Twilio10328752y 10m6.5%27.3%82AB
Affirm10241613y 5m17.2%25.9%84AB
American Express10222801y 10m3.8%10.1%77AB
Flexport1029931y 10m6.7%18.9%83AB
Tata Consultancy Services1025971y 10m12.8%69AB
US Army10118835y7.8%64AB
Spotify9941583y 7m5.6%20.4%82AB
Citadel Securities9846522y 6m12.1%87AB
SAP978892y 2m17.6%81AB
The Walt Disney Company9726712y 6m4.8%12.9%77AB
Twitch9617793y 2m7.9%18.4%84AB
Autodesk9420742y 11m4.0%10.7%79AB
Wells Fargo9422722y9.7%71AB
xAI9472221y0.0%87AB
Notion9376172y 6m37.5%86AB
Rippling9367262y 1m0.0%84AB
Hewlett Packard Enterprise926862y 1m4.9%18.3%80AB
BlackRock9114772y3.9%14.3%79AB
C3 AI9119722y5.8%26.1%79AB
Berkeley Lab903871y17.9%83AB
Slack9028622y 11m13.1%18.0%84AB
Kleiner Perkins8878120.8%87AB
Palo Alto Networks8834542y 5m15.4%83AB
McKinsey & Company8610761y 11m9.6%16.4%75AB
MIT Lincoln Laboratory862841y 1m28.9%83AB
United States Department of War8510752y 2m19.7%71AB
Sandia National Laboratories846782y 11m11.6%82AB
Zoox8351323y 2m14.7%11.8%83AB
Gusto8146353y 2m29.4%83AB
Verkada8033472y 10m10.4%18.8%83AB
Samsung Electronics794752y 2m4.3%18.6%81AB
Wayfair792771y 7m4.0%14.9%82AB
Wish790791y 4m3.9%18.2%83AB
Hudson River Trading7726513y 1m7.8%13.7%89AB
Epic763732y8.6%79AB
EY766702y 10m7.5%71AB
Verizon769672y 1m0.0%74AB
Block7542333y 5m19.4%83AB
Infosys752732y 1m10.3%75AB
Barclays7410641y 7m6.3%9.5%78AB
Hackerone Hunterdm7258142y 3m23.1%0.0%82AB
Box7110612y 8m5.3%14.0%83AB
Brex7126453y17.4%21.7%85AB
Fidelity Investments7111601y 3m12.1%75AB
NASA Ames Research Center711701y19.7%84AB
Peraton7029412y 11m19.1%64AB
Cognizant696632y 11m10.7%71AB
Five Rings6932372y 11m20.0%84AB
Jump Trading6932372y 2m7.5%12.5%89AB
PwC696632y 1m8.2%11.5%73AB
Reddit, Inc.6839292y 10m23.3%83AB
Airtable6729381y 11m8.6%22.9%84AB
United States Air Force676614y 4m6.4%25.5%68AB
BAE Systems6611552y 4m11.5%68AB
Insight Data Science6606626.6%82AB
CACI International Inc6519462y 1m17.0%62AB
Comcast6410541y 6m18.9%75AB
Pure Storage6418463y 5m18.2%83AB
ServiceNow6424402y 2m10.3%78AB
Expedia635581y 10m8.8%83AB
RTX6314492y 8m8.0%66AB
HubSpot6119421y 11m7.3%12.2%82AB
Viasat6165512.5%79AB
Zillow6016442y 10m12.2%0.0%79AB
Chime5946132y 11m21.4%83AB
Rivian5915441y 11m6.7%78AB
Etsy5822363y 9m8.3%82AB
KPMG583552y 2m7.3%68AB
SAIC5813451y 8m21.4%64AB
Cisco Meraki5712452y 10m6.5%83AB
Symantec570572y 9m5.7%7.5%83AB
The New York Times5717402y 10m15.0%81AB
Bridgewater Associates566502y 6m10.4%27.1%84AB
Disney Streaming5627292y 3m23.3%78AB
Thomson Reuters563532y 1m17.6%79AB
Yext566502y 3m8.2%22.4%84AB
Discord5525302y 6m20.7%84AB
Ford Motor Company5511441y 3m7.3%14.6%79AB
WeWork551541y 11m7.5%9.4%78AB
Rubrik5416383y 6m7.9%15.8%83AB
UBS545492y15.9%69AB
General Motors539441y 5m16.7%79AB
Squarespace5320333y0.0%84AB
BNY5210421y 7m10.3%72AB
FactSet5211412y 8m18.4%79AB
Honeywell523491y 11m10.9%77AB
Optum529431y 10m16.3%75AB
Riot Games5210422y 3m12.2%82AB
Attentive5116352y 7m11.4%22.9%79AB
Better517441y 10m6.5%21.7%78AB
Boston Consulting Group (BCG)519422y25.0%74AB
HP513482y6.8%77AB
US Navy512495y21.9%61AB
ByteDance5016341y 11m0.0%80AB
Cash App5025253y 1m0.0%83AB
Retool5020302y 4m14.3%17.9%85AB
Zynga500501y 7m17.0%17.0%84AB
Benchling4922272y 10m23.1%23.1%84AB
Blend492471y 11m28.9%84AB
Johnson & Johnson495441y 8m9.1%18.2%78AB
Nextdoor4914353y20.6%84AB
Aurora4814342y 5m18.2%84AB
Cloudera484443y 4m11.4%84AB
Flatiron Health4813353y 8m32.4%83AB
Genentech483451y 5m12.8%79AB
LiveRamp489393y 3m10.5%26.3%84AB
AMD478391y 11m18.4%83AB
Confluent4712353y 4m11.4%17.1%83AB
Credit Suisse470472y 6m20.4%78AB
L3Harris Technologies4712352y 11m17.1%68AB
Nokia473442y13.2%81AB
Nordstrom471461y 2m11.4%78AB
Peloton Interactive4717302y 9m13.3%23.3%78AB
Persona4737103y 1m0.0%82AB
State Farm472456.7%82AB
Techstars4720272y 7m16.0%20.0%67AB
ADP469372y 1m18.9%77AB
Audible4613332y 8m9.1%78AB
Deutsche Bank462442y 5m7.1%0.0%78AB
GitHub4621253y 8m36.4%82AB
Instacart4623232y 10m13.0%17.4%84AB
Mastercard4616302y 9m17.2%78AB
Okta4614323y 2m10.3%13.8%81AB
Quora463432y 7m19.5%86AB
Target462442y7.1%74AB
The Apache Software Foundation4635118y 1m0.0%86AB
The Home Depot463431y 3m0.0%77AB
Coursera453424y15.0%84AB
Docusign4519263y 1m19.2%79AB
Merck446381y 10m9.7%72AB
Zip443773y 2m0.0%83AB
Akamai Technologies437361y 7m17.6%83AB
Arista Networks438353y 9m17.6%81AB
Compass436371y 7m16.2%77AB
Credit Karma4312313y 4m10.0%16.7%80AB
Electronic Arts (EA)433402y 2m0.0%81AB
Groupon430431y 9m34.2%84AB
Juniper Networks435383y10.5%82AB
Parsons Corporation4311321y 8m28.1%64AB
Redfin434392y 5m7.9%83AB
Capgemini424381y 11m16.7%67AB
General Dynamics Information Technology4215271y 11m15.4%63AB
General Dynamics Mission Systems4214283y10.7%76AB
Glean4229132y 10m25.0%85AB
IMC Trading427351y 2m11.4%84AB
Maxar Technologies4210323y 5m28.1%68AB
Sigma4222202y 3m25.0%83AB
Skydio4227152y 9m21.4%83AB
The D. E. Shaw Group4218242y0.0%84AB
Unity4213292y 4m10.7%0.0%82AB
Zendesk4210323y 9m12.9%83AB
Cloudflare4111302y 3m10.0%23.3%84AB
Mozilla415361y 10m8.8%29.4%85AB
Optiver4112292y10.3%83AB
Pandora413382y 4m16.7%83AB
Red Hat414372y 4m28.6%78AB
Susquehanna International Group419321y 2m20.0%83AB
Appian406342y 11m12.1%83AB
Broadcom4013272y 9m24.0%81AB
NBCUniversal407332y21.9%75AB
GE Digital391382y13.2%79AB
NetApp393362y 3m11.4%79AB
Qualtrics397323y 2m0.0%79AB
Siemens391381y 3m12.1%79AB
SoFi3915241y 7m18.2%79AB
Veeva Systems3913263y 10m0.0%82AB
Addepar3810282y 11m17.9%84AB
Hive384341y 9m26.5%83AB
Justworks3824142y 7m0.0%75AB
Makani383351y 5m33.3%88AB
MathWorks3803810.5%83AB
NASA Goddard Space Flight Center3823624.2%84AB
ODF38102841.7%20.8%81AB
Vanta3828103y 6m40.0%84AB
Carta3711262y 5m15.4%15.4%77AB
Cursor373438m0.0%91AB
DRW3712253y 4m12.0%83AB
Indeed3711263y 11m12.0%79AB
Nike374332y 2m25.0%73AB
Planet3716211y 5m42.1%77AB
Shield AI3725121y 10m23.1%78AB
U.S. Naval Research Laboratory371367m40.6%82AB
UnitedHealth Group375322y 9m22.6%69AB
A9.com361350.0%86AB
Anyscale3616202y 8m0.0%87AB
Best Buy362341y 6m16.1%71AB
GE361352y 1m21.2%80AB
Kaiser Permanente364322y 1m9.7%73AB
NerdWallet364322y 1m16.1%82AB
Prudential Financial366302y 11m10.7%70AB
Tencent3603611.8%83AB
Thoughtworks363332y21.2%79AB
Applied Predictive Technologies350352y 2m8.8%85AB
Collins Aerospace3510251y 10m12.0%70AB
Opendoor356292y 1m22.2%18.5%85AB
The Aerospace Corporation3543116.7%82AB
United States Marine Corps354315y12.5%64AB
Wipro351342y 1m9.7%77AB
Amplitude3412221y 10m18.2%13.6%84AB
AppNexus340342y17.6%82AB
Bain & Company343312y 10m16.7%13.3%69AB
Chan Zuckerberg Initiative343312y 1m13.3%13.3%84AB
GoDaddy344302y 7m16.7%83AB
Rewriting the Code3411230.0%83AB
TD340344m20.6%84AB
Thumbtack3411233y16.7%12.5%83AB
Citrix331322y 2m13.3%80AB
Codecademy333301y 6m20.7%83AB
Guidewire Software334292y 11m10.7%83AB
Medtronic330339m0.0%81AB
Nuna Inc.338252y 4m24.0%83AB
Primer.ai334292y 4m10.7%17.9%84AB
South Park Commons338258m37.5%20.8%92AB
Mercor3222107m0.0%79AB
NCR Corporation3203223.3%79AB
Oscar Health3211213y 11m18.2%83AB
Patreon3213192y21.1%83AB
T-Mobile322300.0%78AB
Texas Instruments3203210.0%83AB
Tripadvisor3223024.1%83AB
Akuna Capital3103113.3%83AB
Alloy3118133y0.0%75AB
BlackBerry3103110.0%83AB
Braze318232y 10m0.0%83AB
CGI313281y 6m14.3%65AB
Hulu310311y 3m0.0%83AB
Ironclad3120113y 2m0.0%83AB
T. Rowe Price3112192y 3m0.0%67AB
Wealthfront3110212y 1m15.0%84AB
Gem307231y 4m22.7%83AB
Handshake30141611m0.0%81AB
Merrill Lynch301291y 3m12.0%77AB
Novetta303272y 3m26.9%74AB
Sierra3028211m0.0%85AB
UPS3012916.7%69AB
Bolt290291y 8m21.4%AB
HCLTech292271y 7m0.0%AB
Headway292362y0.0%AB
Motorola Solutions2932612.5%AB
National Science Foundation (NSF)292279m13.6%AB
Postmates by Uber291281y 10m0.0%AB
Quantcast292271y 9m12.5%12.5%AB
Vimeo296232y 4m30.4%AB
WD2902921.4%AB
X, the moonshot factory293261y 2m28.0%AB
Abnormal AI2818103y 7m30.0%AB
Amgen287213y 2m23.8%AB
Checkr, Inc.2814142y 8m0.0%AB
Major League Hacking282260.0%AB
National Security Agency285232y 1m15.8%AB
Pivotal Software, Inc.281271y 8m16.0%AB
Replit28151310m45.5%AB
Republic of Korea Army280281y 9m33.3%AB
San Diego Supercomputer Center2812720.0%AB
Tableau281270.0%AB
Two Six Technologies2814142y 7m26.7%AB
Chief2711162y 9m0.0%AB
Duolingo271984y 1m0.0%AB
Garmin2712615.4%AB
Lime271261y 10m24.0%AB
Los Alamos National Laboratory2712622.7%AB
Memorial Sloan Kettering Cancer Center274231y 6m19.1%AB
Nasdaq2732416.7%AB
PagerDuty273240.0%AB
Perplexity2717102y0.0%AB
Ridgeline2715122y 11m25.0%AB
StubHub277202y17.6%AB
Synopsys Inc2702716.0%AB
Tech Mahindra270272y 4m0.0%AB
Upwork276212y 2m22.2%22.2%AB
Zocdoc279182y 6m16.7%AB
Zoom2710172y 3m23.5%AB
AppDynamics260262y 7m11.5%0.0%AB
CLEAR2612142y 1m23.1%AB
Clear Street2614123y 3m0.0%AB
Everlaw261975y 2m0.0%AB
LendingClub262241y 7m37.5%AB
MANTECH269172y 7m17.6%0.0%AB
Oak Ridge National Laboratory2612513.6%AB
Pave2611152y26.7%AB
Scotiabank2612520.0%AB
Snorkel AI2612141y 8m28.6%AB
Society of Women Engineers260261y 3m19.2%AB
Sun Microsystems260264y 10m0.0%AB
U.S. Department of State2612513.6%AB
Vanguard264220.0%AB
WhatsApp269170.0%AB
ZipRecruiter268182y 1m16.7%AB
Alibaba Group251240.0%AB
Argo AI250251y 6m0.0%AB
Argonne National Laboratory2502520.0%AB
Astranis Space Technologies2514112y 6m0.0%AB
Fanatics2510153y 1m26.7%0.0%AB
GE HealthCare254210.0%AB
Illumina2502516.7%AB
Israel Defense Forces250253y0.0%AB
Linktree254211y 6m0.0%AB
National Center for Supercomputing Applications2502512.5%AB
Pfizer254210.0%AB
SambaNova254212y 8m0.0%AB
Sift254211y 4m19.1%AB
Singapore Army250251y 10m44.4%AB
Toast2561926.3%AB
Udacity2502511m15.0%AB
Venmo255202y 8m33.3%AB
AbbVie2432120.0%AB
AppFolio245190.0%AB
Blueprint, Technology for Non-Profits240241y 8m0.0%AB
Cedar2411132y23.1%AB
Clever Inc.2442027.8%AB
Fastly249151y 11m20.0%0.0%AB
Foursquare244202y 3m15.0%30.0%AB
Gap Inc.248164y0.0%AB
Grubhub243213y 4m14.3%AB
IXL Learning247172y 2m0.0%AB
Jet240242y 1m16.7%AB
John Deere241230.0%AB
Moveworks241682y 11m0.0%AB
Niantic, Inc.246182y 7m0.0%AB
RBC2402426.1%AB
Starbucks2412311m0.0%AB
Tinder247173y 11m17.6%0.0%AB
Warner Bros. Discovery2412123y 5m0.0%AB
8VC2341941.2%AB
Abbott2310130.0%AB
Antler231223m50.0%0.0%AB
Blue Origin2351829.4%AB
Cockroach Labs233200.0%AB
Cohere2381528.6%AB
CVS Health236171y 3m0.0%AB
Eventbrite231221y 8m27.3%AB
Informatica2312214.3%AB
Instabase2361718.8%37.5%AB
Medidata Solutions235180.0%AB
Motive235180.0%AB
Neo231492y 5m0.0%AB
OnePay231673y 2m0.0%AB
Philips2332021.1%AB
PlayStation2361717.6%AB
Rev231220.0%AB
Riverbed Technology2302328.6%AB
ServiceTitan239143y 8m0.0%AB
SLAC National Accelerator Laboratory2351833.3%AB
Teradata2322120.0%AB
Thinking Machines Lab232129m0.0%AB
Cerner Corporation2202214.3%AB
Chalk222111y 8m0.0%AB
Dataminr2261625.0%AB
ECS221391y 9m0.0%AB
Ericsson2202230.0%AB
FIRST221211y 10m27.8%AB
GE Aerospace2212119.1%AB
GEICO2212102y 1m33.3%AB
GRAIL223193y15.8%AB
Lob222202y 2m15.0%AB
Macy's222200.0%AB
Mapbox221211y 4m33.3%AB
MDB220221y 7m13.6%AB
Medium223192y 7m15.0%0.0%AB
Motorola Mobility (a Lenovo Company)220220.0%AB
Neeva220220.0%AB
NI (National Instruments)220220.0%AB
Nutanix2261618.8%AB
Oculus VR2231918.8%AB
Quizlet225170.0%AB
S&P Global222200.0%AB
Slalom222200.0%AB
SLB220220.0%AB
TEKsystems222201y15.8%AB
Thermo Fisher Scientific2222020.0%AB
Watershed229132y 3m33.3%AB
Xandr220220.0%AB
Andreessen Horowitz211290.0%AB
AOL210210.0%AB
Bird211202y 2m20.0%20.0%AB
Boston Scientific2102120.0%AB
Charles Schwab218130.0%AB
Dun & Bradstreet2112015.0%AB
EasyPost2161526.7%AB
Esri2131825.0%AB
Flex2111100.0%AB
FreeWheel219123y0.0%AB
Huawei2121918.8%AB
Kensho Technologies215160.0%AB
Mixpanel212191y 8m22.2%AB
New Relic2151633.3%AB
Procore Technologies213180.0%AB
Rokt211381y 10m0.0%AB
Roku217140.0%AB
Strava219120.0%AB
Valon211652y 8m0.0%AB
Warp211382y 11m0.0%AB
Whatnot2111100.0%AB
Alarm.com203170.0%AB
ASAPP203170.0%AB
Athenahealth200200.0%AB
Belvedere Trading, LLC2021822.2%AB
Betterment207132y 2m0.0%AB
Black Cape2011933.3%AB
Blackstone205150.0%AB
Bluecore2021829.4%AB
Capsule200201y 3m30.0%AB
Cigna Healthcare202180.0%AB
Clay202001y0.0%AB
Code2040203170.0%AB
Contrary2031721.4%21.4%AB
Coupang208120.0%AB
Enigma Technologies, Inc.2031725.0%AB
EPAM Systems202182y0.0%AB
EvolutionIQ201552y 5m0.0%AB
Fannie Mae2041621.4%AB
Harris Corporation200200.0%AB
HBO201190.0%AB
Honey2002015.0%20.0%AB
Intuitive2081225.0%AB
LangChain2011937.5%AB
Lucid Motors206141y 5m0.0%AB
Metronome201462y 1m0.0%AB
Nielsen2021825.0%AB
Northwestern Mutual2041617.6%AB
PNC2031717.6%AB
Principal Financial Group205150.0%AB
Rackspace Technology2002015.0%AB
Toptal203171y 5m0.0%AB
Yugabyte206140.0%AB

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.