What are the highest-paying subsectors within finance for data scientists who specialize in risk management and fraud detection?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the highest-paying subsectors within finance for data scientists who specialize in risk management and fraud detection?
2 real searches · 1 real-search pass
2026 US compensation data scientist quantitative hedge fund risk management fraud detection investment banking fintech payments salary total compensationGoogle ↗
OBSERVEDReason
2026 salary guide quantitative researcher data scientist hedge funds prop trading risk analytics fintech fraud machine learning USGoogle ↗
OBSERVEDComparison
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). 2 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 US compensation data scientist quantitative hedge fund risk management fraud detection investment banking fintech payments salary total compensation Google ↗
2026 salary guide quantitative researcher data scientist hedge funds prop trading risk analytics fintech fraud machine learning US Google ↗
- Quant researcher salaries revealed: pay at Citadel, Two Sigma and more · efinancialcareers.com
- 2026 Quant Trading, Analytics & Research Salary Guide · barclaysimpson.com
- Senior Data Scientist - Risk ML at Mercury · jobs.a16z.com
- 2024 CFA Institute · higherlogicdownload.s3.amazonaws.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 US compensation data scientist quantitative hedge fund risk management fraud detection investment banking fintech payments salary total compensation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
2026 salary guide quantitative researcher data scientist hedge funds prop trading risk analytics fintech fraud machine learning US OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |