What is the realistic all-in compensation for a senior data scientist specializing in NLP within a proprietary trading shop versus a big tech AI lab this quarter?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the realistic all-in compensation for a senior data scientist specializing in NLP within a proprietary trading shop versus a big tech AI lab this quarter?
3 real searches · 1 real-search pass
2026 senior NLP machine learning scientist compensation proprietary trading firm salary bonus total compensation Jane Street Citadel HRT USGoogle ↗
OBSERVEDShort fact
2026 senior research scientist AI lab compensation total compensation Google DeepMind OpenAI Anthropic senior machine learning scientistGoogle ↗
OBSERVEDReason
2026 data scientist salary compensation levels.fyi senior machine learning engineer AI research scientistGoogle ↗
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)
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 senior NLP machine learning scientist compensation proprietary trading firm salary bonus total compensation Jane Street Citadel HRT US Google ↗
2026 senior research scientist AI lab compensation total compensation Google DeepMind OpenAI Anthropic senior machine learning scientist Google ↗
2026 data scientist salary compensation levels.fyi senior machine learning engineer AI research scientist Google ↗
- Citadel Salaries in 2026 · levels.fyi
- Jane Street Data Scientist Salary | $120K-$440K+ · levels.fyi
- How much do electronic trading jobs really pay? · efinancialcareers.co.uk
- Senior Research Scientist, Efficient Long Context and Memory, DeepMind · google.com
- Senior Staff Research Scientist, Recommendation Systems, DeepMind · google.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 senior NLP machine learning scientist compensation proprietary trading firm salary bonus total compensation Jane Street Citadel HRT US OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
2026 senior research scientist AI lab compensation total compensation Google DeepMind OpenAI Anthropic senior machine learning scientist OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
2026 data scientist salary compensation levels.fyi senior machine learning engineer AI research scientist OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |