My son is torn between software engineering and cybersecurity as a college major, so which one currently has better job security and entry-level pay?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My son is torn between software engineering and cybersecurity as a college major, so which one currently has better job security and entry-level pay?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
2026 US software developers information security analysts BLS occupational outlook 2024 2034 median pay entry level wages Google ↗
2026 entry level software engineer salary cybersecurity analyst salary United States new graduate Google ↗
- Software Developers, Quality Assurance Analysts, and Testers : Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics · bls.gov
- Information Security Analysts : Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics · bls.gov
- Industry and occupational employment projections overview and highlights, 2024–34 : Monthly Labor Review : U.S. Bureau of Labor Statistics · bls.gov
- Artificial intelligence, information technology, and employment, 2024–34 : The Economics Daily : U.S. Bureau of Labor Statistics · bls.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 US software developers information security analysts BLS occupational outlook 2024 2034 median pay entry level wages OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
2026 entry level software engineer salary cybersecurity analyst salary United States new graduate OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 |