How have recent tech industry layoffs affected bootcamp graduation success rates for entry-level developers across major metropolitan coding hubs?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How have recent tech industry layoffs affected bootcamp graduation success rates for entry-level developers across major metropolitan coding hubs?
3 real searches · 1 real-search pass
2024 2025 2026 tech layoffs impact coding bootcamp job placement rates entry level developers metropolitan hubs CIRR outcomes reportGoogle ↗
OBSERVEDConsequence
coding bootcamp outcomes employment rates 2024 2025 CIRR report entry level software developers cities New York San Francisco Seattle AustinGoogle ↗
OBSERVEDConsequence
tech hiring entry level software engineer jobs layoffs 2025 2026 metropolitan areas bootcamp graduatesGoogle ↗
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). 2 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
2024 2025 2026 tech layoffs impact coding bootcamp job placement rates entry level developers metropolitan hubs CIRR outcomes report Google ↗
coding bootcamp outcomes employment rates 2024 2025 CIRR report entry level software developers cities New York San Francisco Seattle Austin Google ↗
tech hiring entry level software engineer jobs layoffs 2025 2026 metropolitan areas bootcamp graduates Google ↗
- SignalFire's State of Tech Talent Report · signalfire.com
- Big Tech Quietly Stopped Hiring Junior Coders, and the Data Proves It - School of Public Policy and Urban Affairs · cssh.northeastern.edu
- Strengthening NYC’s Entry-Level Tech Pathways in the Age of AI · nycfuture.org
- Reimagining On-ramps to entry-level jobs in an AI-Powered era · nycfuture.org
- U.S. Software Engineer Talent Landscape · economicgraph.linkedin.com
- As the coding boom fades, computer science grads focus on AI skills in choppy job market · apnews.com
- Scoring Tech Talent 2026 · cbre.com
- The Bay Area has become a brutal place to start a career · sfchronicle.com
- Outcomes · careersincode.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2024 2025 2026 tech layoffs impact coding bootcamp job placement rates entry level developers metropolitan hubs CIRR outcomes report OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
coding bootcamp outcomes employment rates 2024 2025 CIRR report entry level software developers cities New York San Francisco Seattle Austin OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
tech hiring entry level software engineer jobs layoffs 2025 2026 metropolitan areas bootcamp graduates OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |