How hard is it really to switch careers into tech at age thirty five through a bootcamp without a college degree?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How hard is it really to switch careers into tech at age thirty five through a bootcamp without a college degree?
3 real searches · 1 real-search pass
2026 2025 coding bootcamp outcomes report employment rates CIRR bootcamp job placementGoogle ↗
OBSERVEDConsequence
BLS Occupational Outlook Handbook software developers quality assurance analysts testers 2024 2034 education bachelor's degreeGoogle ↗
OBSERVEDShort fact
2025 tech hiring entry level software developer degree requirements bootcamp no degree hiring trendsGoogle ↗
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
2026 2025 coding bootcamp outcomes report employment rates CIRR bootcamp job placement Google ↗
BLS Occupational Outlook Handbook software developers quality assurance analysts testers 2024 2034 education bachelor's degree Google ↗
2025 tech hiring entry level software developer degree requirements bootcamp no degree hiring trends Google ↗
- Software Developers, Quality Assurance Analysts, and Testers : Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics · bls.gov
- 2025 Developer Skills Report · webflow.hackerrank.com
- Experience Requirements Have Tightened Amid the Tech Hiring Freeze · hiringlab.indeed.com
- Navigating Job Search Challenges Insights from Tech Training Graduates · mdrc.org
- Council on Integrity in Results Reporting (CIRR) · cirr.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 2025 coding bootcamp outcomes report employment rates CIRR bootcamp job placement OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
BLS Occupational Outlook Handbook software developers quality assurance analysts testers 2024 2034 education bachelor's degree OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
2025 tech hiring entry level software developer degree requirements bootcamp no degree hiring trends OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |