What factors drive the salary differences for data scientists working in quantitative finance versus traditional retail banking today?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What factors drive the salary differences for data scientists working in quantitative finance versus traditional retail banking today?
2 real searches · 1 real-search pass
2026 salary compensation quantitative researcher data scientist hedge fund prop trading versus bank data scientist salary compensation factors bonusGoogle ↗
OBSERVEDComparison
2026 data scientist salary retail banking financial services compensation salary survey United StatesGoogle ↗
OBSERVEDShort fact
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 (2)
Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
2026 salary compensation quantitative researcher data scientist hedge fund prop trading versus bank data scientist salary compensation factors bonus Google ↗
2026 data scientist salary retail banking financial services compensation salary survey United States Google ↗
- Quant Researcher Salary 2026: Base and Bonus · tradermath.org
- Quant researcher salaries revealed: pay at Citadel, Two Sigma and more · efinancialcareers.com
- Data Scientist Compensation 2026: Pay Ranges for Your Offer by Level, State and Industry · careercenter.informs.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 salary compensation quantitative researcher data scientist hedge fund prop trading versus bank data scientist salary compensation factors bonus OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
2026 data scientist salary retail banking financial services compensation salary survey United States OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 |