RAG
Real-time demand data from active job postings. Updated weekly from the same index powering all Datamata intelligence tools.
Active listings
100
30-day trend
+40%
% of listings
1%
As of July 2026, RAG appears in 100 active engineering job listings (1% of tracked engineering postings).
Source: Datamata Studios — methodology and update cadence.
Skills that pair with RAG
% of RAG listings that also require each skill
Top roles hiring RAG
Active listings by role title in engineering
Is RAG in demand in 2026?
RAG appears in 100 active job listings in the engineering category — representing 1% of all tracked engineering postings. Over the past 30 days demand has grown 40%.
RAG most commonly appears alongside LLMs / GenAI, Python, Stakeholder Mgmt in job requirements. Building proficiency in these complementary skills can significantly strengthen a candidate profile.
RAG demand FAQ
Is RAG in demand in 2026?
RAG appears in 100 active engineering job listings, about 1% of tracked engineering postings. Demand has grown 40% over the past 30 days.
What roles require RAG?
RAG is most in demand for Full Stack Developer roles, followed by Backend Engineer and QA Engineer, based on active engineering listings.
What skills pair with RAG?
RAG most commonly appears alongside LLMs / GenAI, Python and Stakeholder Mgmt in job requirements.
Explore related intelligence
Further reading
AI Engineer Resume Guide (2026): What Hiring Teams Want
A job-posting analysis of AI engineer resume requirements — LLM integration, RAG and vector-database demand, salary benchmarks and annotated resume examples.
ReadKB vs KiB, MB vs MiB: the difference explained
Why KB and KiB are not the same—decimal SI units (1000) versus binary IEC units (1024), where each is used and how the gap grows from kilobytes to terabytes.
ReadWhy your hard drive shows less space than advertised
A 1 TB drive shows as about 931 GB—here is the real reason, why nothing is missing and how decimal versus binary units explain the gap on every disk.
ReadBased on active job listings in the engineering category · Updated weekly