Are graduates from intensive software engineering bootcamps still finding entry-level tech jobs quickly given the recent industry-wide layoffs and hiring freezes?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are graduates from intensive software engineering bootcamps still finding entry-level tech jobs quickly given the recent industry-wide layoffs and hiring freezes?
3 real searches · 1 real-search pass
2026 software engineering entry level hiring market bootcamp graduates job placement outcomes layoffs hiring freezesGoogle ↗
OBSERVEDConsequence
2025 2026 coding bootcamp graduate employment outcomes time to employment CIRR reportGoogle ↗
OBSERVEDConsequence
2026 US tech layoffs entry level software developer hiring labor market BLS software developersGoogle ↗
OBSERVEDConsequence
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). 1 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 software engineering entry level hiring market bootcamp graduates job placement outcomes layoffs hiring freezes Google ↗
2025 2026 coding bootcamp graduate employment outcomes time to employment CIRR report Google ↗
2026 US tech layoffs entry level software developer hiring labor market BLS software developers Google ↗
- SignalFire's State of Tech Talent Report · signalfire.com
- Generative AI and the Redefinition of Entry-Level Software Work · iza.org
- Are Coding Bootcamps Worth It in 2026? What the Data Says · boot.dev
- 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 software engineering entry level hiring market bootcamp graduates job placement outcomes layoffs hiring freezes OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
2025 2026 coding bootcamp graduate employment outcomes time to employment CIRR report OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
2026 US tech layoffs entry level software developer hiring labor market BLS software developers OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |