How do entry-level coding bootcamp certificates compare to a university computer science degree when passing automated HR screening filters today?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do entry-level coding bootcamp certificates compare to a university computer science degree when passing automated HR screening filters today?
3 real searches · 1 real-search pass
2026 applicant tracking systems degree requirements resume screening ATS education filters Greenhouse Lever official documentationGoogle ↗
OBSERVEDInstruction
2026 software engineering job postings bachelor's degree equivalent experience entry level hiring degree requirements researchGoogle ↗
OBSERVEDReason
ATS resume parsing keyword matching recruiter screening official documentation education fields degree requirements 2026Google ↗
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 applicant tracking systems degree requirements resume screening ATS education filters Greenhouse Lever official documentation Google ↗
2026 software engineering job postings bachelor's degree equivalent experience entry level hiring degree requirements research Google ↗
ATS resume parsing keyword matching recruiter screening official documentation education fields degree requirements 2026 Google ↗
- Candidate and prospect filters · support.greenhouse.io
- Resume Essentials Participant Guide 2026 · dol.gov
- Resume Parsing FAQ · careers.roche.com
- Where Do College Degrees Still Matter in a “Skills-First” Job Market? · hiringlab.indeed.com
- Software Developers, Quality Assurance Analysts, and Testers : Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics · bls.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 applicant tracking systems degree requirements resume screening ATS education filters Greenhouse Lever official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
2026 software engineering job postings bachelor's degree equivalent experience entry level hiring degree requirements research OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
ATS resume parsing keyword matching recruiter screening official documentation education fields degree requirements 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |