Real ChatGPT answer · index seedrgtb9IzEmpccompleteCareers and HR · salaries and paycomparison

Is a quantitative data scientist role at a bulge-bracket investment bank in New York financially superior to a similar machine learning position at a fintech unicorn like Stripe?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is a quantitative data scientist role at a bulge-bracket investment bank in New York financially superior to a similar machine learning position at a fintech unicorn like Stripe?
3 real searches · 1 real-search pass
2025 2026 New York quantitative data scientist investment bank compensation base bonus salaryGoogle ↗
OBSERVEDReason
Stripe machine learning engineer compensation equity salary levels.fyi 2025 2026Google ↗
OBSERVEDComparison
Goldman Sachs quantitative strategist data scientist New York compensation bonus salary 2025Google ↗
OBSERVEDReason

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

ChatGPT real searches (3)
Short factOther / navigationalComparison33%ConsequenceReason67%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
2025 2026 New York quantitative data scientist investment bank compensation base bonus salary Google ↗
Stripe machine learning engineer compensation equity salary levels.fyi 2025 2026 Google ↗
Goldman Sachs quantitative strategist data scientist New York compensation bonus salary 2025 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2025 2026 New York quantitative data scientist investment bank compensation base bonus salary
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Stripe machine learning engineer compensation equity salary levels.fyi 2025 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Goldman Sachs quantitative strategist data scientist New York compensation bonus salary 2025
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1