Real ChatGPT answer · index seedAmNG4YCZEyccompleteEducation · graduate schoolcomparison

Is a postdoctoral position in industry actually more lucrative than staying on the tenure track as an assistant professor after five years?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is a postdoctoral position in industry actually more lucrative than staying on the tenure track as an assistant professor after five years?
2 real searches · 1 real-search pass
United States 2025 2026 assistant professor salary STEM postdoctoral industry salary comparison academic faculty compensation surveyGoogle ↗
OBSERVEDComparison
industry postdoctoral fellow salary 2025 biotech pharmaceutical research scientist salary assistant professor salary United StatesGoogle ↗
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)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

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
United States 2025 2026 assistant professor salary STEM postdoctoral industry salary comparison academic faculty compensation survey Google ↗
industry postdoctoral fellow salary 2025 biotech pharmaceutical research scientist salary assistant professor salary United States Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
United States 2025 2026 assistant professor salary STEM postdoctoral industry salary comparison academic faculty compensation survey
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
industry postdoctoral fellow salary 2025 biotech pharmaceutical research scientist salary assistant professor salary United States
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1