RAG: Market Demand & Career Impact (2026)
Live data on RAG demand across 6 categories, salary ranges and which companies are hiring.
160 active job listings across 70 companies.
As of June 2026, RAG is tracked across 160 active job listings and 70 hiring companies.
Source: Datamata Studios — methodology and update cadence.
Data Integrity
Weekly refreshAbout this data
Demand and salary figures are sourced from job listings indexed via the Greenhouse, Lever and Ashby APIs. Aggregates are refreshed weekly and represent directional market signals, not a full census of all open roles.
Last updated: June 21, 2026 · Methodology & limitations
Track this skill and more — free
Salary benchmarks, hiring trends, and role gap analysis. No credit card required.
More skill spotlights
Continue your market scan with adjacent skills and demand patterns.
PyTorch: Market Demand & Career Impact (2026)
Live data on PyTorch demand across 6 categories, salary ranges and which companies are hiring.Tableau: Market Demand & Career Impact (2026)
Live data on Tableau demand across 5 categories, salary ranges and which companies are hiring.dbt: Market Demand & Career Impact (2026)
Live data on dbt demand across 5 categories, salary ranges and which companies are hiring.Airflow: Market Demand & Career Impact (2026)
Live data on Airflow demand across 5 categories, salary ranges and which companies are hiring.
Weekly skill market brief
Movers, new spotlights and tools — straight to your inbox.
Related pages
Pair this spotlight with live rankings, salary context and free tools.
Live skill demand trends
See which tools and skills employers are hiring for right now.
Skill demand lookup
Look up demand for a specific skill against current postings.
Skills gap analyzer
Compare your skills to live job listings in seconds.
Data salary benchmarks
Compensation percentiles for the data category slice.
Market statistics
Snapshot metrics from the live job listing index.
Data methodology
How we collect job-market data and keep signals honest.
Want deeper insights?
Track salary benchmarks, hiring trends and role gaps — free. Upgrade to Pro for interactive charts, CSV export and company breakdowns.
- • Compare trends across categories and time windows
- • Export salary and demand data for your own analysis
- • Drill into hiring companies and role concentration