Are computer numerical control programming jobs in high demand right now and is the job growth stable for the next decade?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are computer numerical control programming jobs in high demand right now and is the job growth stable for the next decade?
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
U.S. Bureau of Labor Statistics CNC tool programmers employment outlook 2024 2034 machinists tool die makers Google ↗
CNC programmer job demand United States 2026 manufacturing skills shortage outlook Google ↗
- Occupational projections and worker characteristics : U.S. Bureau of Labor Statistics · bls.gov
- 51-9162.00 · onetonline.org
- National Employment Trends: 51-9162.00 · onetonline.org
- In Demand: 51-9162.00 · onetonline.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
U.S. Bureau of Labor Statistics CNC tool programmers employment outlook 2024 2034 machinists tool die makers OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
CNC programmer job demand United States 2026 manufacturing skills shortage outlook OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |