Which companies offer the best stock options and base pay combinations for natural language processing data scientists in the financial sector?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which companies offer the best stock options and base pay combinations for natural language processing data scientists in the financial sector?
3 real searches · 1 real-search pass
2026 salary equity compensation NLP machine learning data scientist finance hedge funds banks fintech compensation dataGoogle ↗
OBSERVEDReason
2026 compensation natural language processing data scientist financial services quantitative finance machine learning engineer salary equity Jane Street Citadel Bloomberg Capital One JPMorganGoogle ↗
OBSERVEDComparison
levels.fyi data scientist compensation financial companies Citadel Bloomberg Capital One JPMorgan 2025 2026Google ↗
OBSERVEDOther / navigational
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)
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
2026 salary equity compensation NLP machine learning data scientist finance hedge funds banks fintech compensation data Google ↗
2026 compensation natural language processing data scientist financial services quantitative finance machine learning engineer salary equity Jane Street Citadel Bloomberg Capital One JPMorgan Google ↗
levels.fyi data scientist compensation financial companies Citadel Bloomberg Capital One JPMorgan 2025 2026 Google ↗
- Hudson River Trading Data Scientist Salary in United States · levels.fyi
- Careers · hudsonrivertrading.com
- Highest Paying Data Scientist Jobs · do9umlukruv3n.cloudfront.net
- Careers · deshaw.com
- Sector Data Scientist, Central Team · citadel.com
- Careers · citadel.com
- Job Application for Staff Machine Learning Engineer, AI Platform & Agentic Apps at Robinhood · job-boards.greenhouse.io
- Careers · careers.robinhood.com
- Machine Learning Engineer (Research Scientist) · jobs.ashbyhq.com
- Careers · plaid.com
- Quantitative Trading & Research - AI Scientist - Associate · jpmc.fa.oraclecloud.com
- Careers · careers.jpmorgan.com
- AI Salaries in Financial Services: 2026 Compensation Guide · selbyjennings.com
- Data Scientist, Financial Engineering @ OpenAI · jobs.ashbyhq.com
- Data Scientist, FinEng @ OpenAI · jobs.ashbyhq.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 salary equity compensation NLP machine learning data scientist finance hedge funds banks fintech compensation data OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
2026 compensation natural language processing data scientist financial services quantitative finance machine learning engineer salary equity Jane Street Citadel Bloomberg Capital One JPMorgan OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
levels.fyi data scientist compensation financial companies Citadel Bloomberg Capital One JPMorgan 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |