What is the current consensus among tech recruiters regarding bootcamp graduates versus self-taught developers with a portfolio of live GitHub projects?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the current consensus among tech recruiters regarding bootcamp graduates versus self-taught developers with a portfolio of live GitHub projects?
3 real searches · 1 real-search pass
2026 tech recruiter consensus bootcamp graduates vs self taught developers portfolio projects hiring trendsGoogle ↗
OBSERVEDReason
2025 2026 tech recruiters hiring bootcamp graduates versus self taught developers portfolio GitHub projects employer survey hiring skills degree bootcampGoogle ↗
OBSERVEDComparison
software engineering hiring managers recruiters bootcamp graduates self taught developers portfolio projects GitHub hiring advice 2025Google ↗
OBSERVEDOther / navigational
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 tech recruiter consensus bootcamp graduates vs self taught developers portfolio projects hiring trends Google ↗
2025 2026 tech recruiters hiring bootcamp graduates versus self taught developers portfolio GitHub projects employer survey hiring skills degree bootcamp Google ↗
software engineering hiring managers recruiters bootcamp graduates self taught developers portfolio projects GitHub hiring advice 2025 Google ↗
- Want a job in tech? Forget prestigious degrees—tech leaders look for GitHub projects and internships · fortune.com
- Want a job in tech? Forget prestigious degrees—tech leaders look for GitHub projects and internships · fortune.com
- CoderPad State of Tech Hiring 2026 · coderpad.io
- State of Tech Hiring 2026 · coderpad.io
- CoderPad and CodinGame State of Tech Hiring 2025 · coderpad.io
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 tech recruiter consensus bootcamp graduates vs self taught developers portfolio projects hiring trends OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
2025 2026 tech recruiters hiring bootcamp graduates versus self taught developers portfolio GitHub projects employer survey hiring skills degree bootcamp OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
software engineering hiring managers recruiters bootcamp graduates self taught developers portfolio projects GitHub hiring advice 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |