Im a parent of three needing a stable remote job, so what are the highest-demand non-coding roles in the tech industry right now?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Im a parent of three needing a stable remote job, so what are the highest-demand non-coding roles in the tech industry right now?
2 real searches · 1 real-search pass
2026 US labor market outlook remote noncoding technology occupations demand customer success project management business analyst technical supportGoogle ↗
OBSERVEDComparison
2026 2025 most in demand nontechnical tech jobs remote customer success project coordinator data analyst cybersecurity analyst technical writer HR operationsGoogle ↗
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 (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 labor market outlook remote noncoding technology occupations demand customer success project management business analyst technical support Google ↗
2026 2025 most in demand nontechnical tech jobs remote customer success project coordinator data analyst cybersecurity analyst technical writer HR operations Google ↗
- Ceipal’s 2026 In-Demand Jobs Report Finds Project Managers Lead Hiring Demand as Enterprises Focus on Modernization | ATS & WFM · ceipal.com
- 2026 Technology job market: In-demand roles and hiring trends · roberthalf.com
- 10 Fastest Growing Remote Jobs & Careers in 2026 · flexjobs.com
- Talent Trends Report · dexian.com
- Remote Jobs Report 2026: Which Careers Hire the Most · remote-job.us
- Coursera · coursera.org
- Salesforce Trailhead · trailhead.salesforce.com
- Microsoft Learn · learn.microsoft.com
- Atlassian University · atlassian.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 US labor market outlook remote noncoding technology occupations demand customer success project management business analyst technical support OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
2026 2025 most in demand nontechnical tech jobs remote customer success project coordinator data analyst cybersecurity analyst technical writer HR operations OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |