Do engineering school ranking lists actually influence hiring decisions at major tech and automotive companies after graduation?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Do engineering school ranking lists actually influence hiring decisions at major tech and automotive companies after graduation?
3 real searches · 1 real-search pass
employer hiring university prestige engineering graduates school ranking screening research technology automotive companies campus recruiting evidenceGoogle ↗
OBSERVEDReason
NACE employer survey GPA school reputation hiring decisions college recruiting skills experience 2025Google ↗
OBSERVEDReason
Google hiring university prestige degree experience hiring practices engineering careersGoogle ↗
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 (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
employer hiring university prestige engineering graduates school ranking screening research technology automotive companies campus recruiting evidence Google ↗
NACE employer survey GPA school reputation hiring decisions college recruiting skills experience 2025 Google ↗
Google hiring university prestige degree experience hiring practices engineering careers Google ↗
- Does university prestige lead to discrimination in the labor market? Evidence from a labor market field experiment in three countries: Studies in Higher Education: Vol 47, No 6 · tandfonline.com
- Does university prestige lead to discrimination in the labor market? Evidence from a labor market field experiment in three countries · wrap.warwick.ac.uk
- Employer Use of Skills-Based Hiring Practices Grows · naceweb.org
- Skills-Based Hiring Grows, but College Students Don’t Fully Understand It · naceweb.org
- Employer screening costs, recruiting strategies, and labor market outcomes: An equilibrium analysis of on-campus recruiting · sciencedirect.com
- (PDF) Employer Screening Costs, Recruiting Strategies, and Labor Market Outcomes: An Equilibrium Analysis of On-Campus Recruiting · researchgate.net
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
employer hiring university prestige engineering graduates school ranking screening research technology automotive companies campus recruiting evidence OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
NACE employer survey GPA school reputation hiring decisions college recruiting skills experience 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Google hiring university prestige degree experience hiring practices engineering careers OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |