Zelcastalumni map

People who leave Snorkel AI most often go to OpenAI. Of them, 13% found something next and 35% go somewhere small. The median tenure is 1y 2m

Not Snorkel AI's headcount: these are the engineers in the Zelcast network and the profiles run through the Eng Scorer. 82 people on a map of 67,181, No. 286 on it by people. Updated September 30, 2026.

People on the map
820.1% of everyone on the map
There now
4150% of the people here
Moved on
4150% of the people here
Median tenure
1y 2mmiddle half 8m to 2y

Put Snorkel AI side by side with another employer.

Came from, went to

Ribbon width is the number of people who made the move. Most arrive from Meta. Most leave for OpenAI (18% of recorded departures).

14 of 65 recorded arrivals shown, 51 more from 48 other companies7 of 40 recorded departures shown, 33 more to 32 other companies

After Snorkel AI

  • 13%Founded something5
  • 35%Joined a startup14
  • 8%Joined a big company3
  • 45%Elsewhere

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

How long people stay

45%<1y
27%1-2y
28%2-4y
0%4-7y
0%7y+
1y 2m median tenuremiddle half 8m to 2y

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

Who comes and goes, by year

20
21
22
23
24
25
26
joined left2026 is a partial year

2020 to 2026: 82 joined, 41 left.

Caliber

83mediantop 10%94
0Eng Scorer caliber, 30 scored99

Titles held here

  1. Software Engineer15
  2. Senior Software Engineer11
  3. Staff Software Engineer6
  4. Forward Deployed Engineer4
  5. Machine Learning Engineer3
  6. Software Engineer Intern3

6 most common titles, by people who held them.

Behind the median

Everyone here with an Eng Scorer read, placed in their caliber tier.

  • 30%Exceptional or strong9 people
  • 33%Solid10 people
  • 27%Emerging8 people
  • 10%Unproven3 people

30 of the 82 people here carry an Eng Scorer tier.

9 of the 30 people here with a read sit in exceptional or strong, the top two of the five tiers, 30%. A tier is the band a caliber score falls in, so this is the same measurement as the median on the caliber card, opened up. A tier holding fewer than 3 people is printed with the one next to it, because that few is a person rather than a pattern.

Whether a title rose here

The level of the first title recorded here, against the last.

44%Titles that rose14 of 32 classified people

  • 44%Rose14 people
  • 56%Stayed level or fell18 people

32 of the 82 people here had a title that could be placed on the ladder before and after.

A title rose when the last title recorded here sits higher on the ladder than the first. For someone with one title here who then left, it's measured against the first title of their next role. The ladder runs intern, junior, mid, senior, staff or manager, principal, director, VP, then founder or C-level. Titles that match no rung are left out rather than guessed, and product, program and project managers are left out entirely as a different ladder. What's left leans towards people who have left: someone still here on one recorded title has nothing to measure against. A direction holding fewer than 3 people is printed with the one next to it, because that few is a person rather than a pattern.

Where they studied

  1. UC Berkeley8.6%
  2. Georgia Tech7.4%
  3. Carnegie Mellon6.2%
  4. Stanford6.2%
  5. Columbia4.9%
  6. MIT3.7%

The 6 most listed schools among the 81 people here with a school on file.

7 of the 81 people here with a school on file list UC Berkeley, 6 list Georgia Tech and 5 list Carnegie Mellon. A person can list more than one, so these overlap.

Public work

one square is one in a hundred
29%have a public GitHub account on their profile

24 of the 82 people here whose profile was checked for public accounts. An account the check missed reads the same as no account, so this is a floor.

31% is the median across the 857 companies that can show this figure.

Where they are now

60% of the people who have worked at Snorkel AI and list a location live in the San Francisco Bay Area today, against 41% of everyone on the map.

Snorkel AI
Everyone on the map
  • 60%SF Bay Area49 · map 41%
  • 12%New York10 · map 18%
  • 7%Washington DC6 · map 13%
  • 21%Somewhere else17

All 82 people who worked at Snorkel AI list a location, and every share here is over them.

Where they live now, from the profile as it reads today, not where they sat while working at Snorkel AI: a metro here isn't an office there. The lower strip is the same metros across the whole map.

Key facts

  • 82 people on the Zelcast alumni map have worked at Snorkel AI: 41 are there now, 41 have moved on.
  • Most leave for OpenAI: 7 people, 18% of recorded departures.
  • Most arrive from Meta: 4 people. Then Scale AI and Google.
  • Median tenure at Snorkel AI: 1y 2m, middle half 8m to 2y.
  • Of the people with a recorded next move after Snorkel AI, 13% went to a founder title next, 35% joined a company of 200 or fewer, and 8% joined one of 10,000 or more.
  • Median Eng Scorer caliber here: 83 on the 0 to 99 scale, across 30 scored people.
  • Most common title held here: Software Engineer, then Senior Software Engineer.
  • Top school: UC Berkeley, listed by 7 of the 81 people here with one on file (8.6%). Then Georgia Tech (6).
  • 60% of the 82 people here who list a location live in SF Bay Area today, against 41% across the map. Where they live now, not the office they sat in while they worked here.
  • 29% of the 82 people here whose profile was checked for public accounts have a public GitHub.

About this data: built from 352,028 jobs across 67,181 engineers in the Zelcast network and Eng Scorer reads, updated September 30, 2026. A move counts when the next role starts within 24 months of leaving. Companies under 20 people on the map aren't shown, and destinations under 3 people fold into the totals. Caliber is the Eng Scorer score.

Worked at Snorkel AI? See how your profile reads to a startup hiring manager, and where it ranks among 67,181 engineers.

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