Real ChatGPT answer · index seedaileP624FpEcompleteEducation · certificationsinformational

Do major tech companies actually filter out resumes that only list coding bootcamp certificates instead of a bachelor of science in computer science?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Do major tech companies actually filter out resumes that only list coding bootcamp certificates instead of a bachelor of science in computer science?
1 real search · 1 real-search pass
Google careers software engineer bachelor's degree or equivalent practical experience official job requirements; Microsoft careers software engineer degree equivalent experience; Amazon software development engineer bachelor's degree or equivalent experience; Apple software engineer degree equivalent experienceGoogle ↗
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 (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
Google careers software engineer bachelor's degree or equivalent practical experience official job requirements; Microsoft careers software engineer degree equivalent experience; Amazon software development engineer bachelor's degree or equivalent experience; Apple software engineer degree equivalent experience Google ↗
  1. Software Engineer · google.com
  2. Explore Microsoft Program · careers.microsoft.com
  3. Early in profession · careers.microsoft.com
  4. Software Development Engineer · amazon.jobs
  5. Software Development Engineer · amazon.jobs
  6. Software Development Engineer - Jobs · jobs.apple.com
  7. Software Engineer · leap.microsoft.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Google careers software engineer bachelor's degree or equivalent practical experience official job requirements; Microsoft careers software engineer degree equivalent experience; Amazon software development engineer bachelor's degree or equivalent experience; Apple software engineer degree equivalent experience
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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