Real ChatGPT answer · index seedsrOrbrgzRoAcompleteCareers and HR · career changeinformational

What do recent hiring statistics say about the success rate of career changers landing remote software engineering jobs versus hybrid ones?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What do recent hiring statistics say about the success rate of career changers landing remote software engineering jobs versus hybrid ones?
3 real searches · 1 real-search pass
2025 2026 career changers software engineering remote hybrid hiring statistics application success rate remote jobs competition hiring reportGoogle ↗
OBSERVEDReason
2025 remote vs hybrid job postings software engineering hiring competition application rates report LinkedIn IndeedGoogle ↗
OBSERVEDComparison
career switchers tech hiring outcomes software developers bootcamp graduates employment statistics 2025 remoteGoogle ↗
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)
Short factOther / navigationalComparison33%Consequence33%Reason33%DefinitionInstructionYes / no

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
2025 2026 career changers software engineering remote hybrid hiring statistics application success rate remote jobs competition hiring report Google ↗
2025 remote vs hybrid job postings software engineering hiring competition application rates report LinkedIn Indeed Google ↗
career switchers tech hiring outcomes software developers bootcamp graduates employment statistics 2025 remote Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2025 2026 career changers software engineering remote hybrid hiring statistics application success rate remote jobs competition hiring report
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
2025 remote vs hybrid job postings software engineering hiring competition application rates report LinkedIn Indeed
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
career switchers tech hiring outcomes software developers bootcamp graduates employment statistics 2025 remote
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1