Retrieval-Augmented Generation Job Trends in Cumbria

Retrieval-Augmented Generation (RAG)
North West > Cumbria

The table below provides summary statistics and salary benchmarking for jobs advertised in Cumbria requiring Retrieval-Augmented Generation skills. It covers permanent job vacancies from the 6 months leading up to 21 September 2026, with comparisons to the same periods in the previous two years.

6 months to
21 Sep 2026
Same period 2025 Same period 2024
Rank 37 - -
Rank change year-on-year - - -
Permanent jobs citing Retrieval-Augmented Generation 1 0 0
As % of all permanent jobs in Cumbria 0.24% - -
As % of the Processes & Methodologies category 0.34% - -
Number of salaries quoted 0 0 0
Median annual salary (50th Percentile) - - -
North West median annual salary £67,500 £70,000 -
% change year-on-year -3.57% - -

All Process & Methodology Skills
Cumbria

Retrieval-Augmented Generation falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring process or methodology skills in Cumbria.

Permanent vacancies with a requirement for process or methodology skills 292 249 322
As % of all permanent jobs advertised in Cumbria 71.05% 85.57% 61.92%
Number of salaries quoted 209 132 169
10th Percentile £30,000 £25,087 £29,500
25th Percentile £35,000 £35,000 £35,802
Median annual salary (50th Percentile) £42,500 £40,000 £50,000
Median % change year-on-year +6.25% -20.00% +14.16%
75th Percentile £50,000 £56,094 £60,000
90th Percentile £70,000 £64,075 £65,000
North West median annual salary £55,000 £50,000 £50,500
% change year-on-year +10.00% -0.99% -8.18%

Retrieval-Augmented Generation
Job Locations in Cumbria

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Retrieval-Augmented Generation within the Cumbria region over the 6 months to 21 September 2026. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
Barrow-in-Furness - 1 - -
Retrieval-Augmented Generation
North West

Retrieval-Augmented Generation
Co-Occurring Skills & Capabilities in Cumbria by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Applications
1 1 (100.00%) MS Visio
Cloud Services
1 1 (100.00%) Azure
1 1 (100.00%) Microsoft 365
1 1 (100.00%) Power Automate
1 1 (100.00%) Power Platform
Database & Business Intelligence
1 1 (100.00%) Data Warehouse
1 1 (100.00%) Metadata
1 1 (100.00%) Power BI
1 1 (100.00%) Power Query
1 1 (100.00%) Star Schema
General
1 1 (100.00%) Analytical Skills
Job Titles
1 1 (100.00%) Data Engineer
1 1 (100.00%) Senior
1 1 (100.00%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 1 (100.00%) Pandas
1 1 (100.00%) PySpark
1 1 (100.00%) REST
1 1 (100.00%) scikit-learn
Miscellaneous
1 1 (100.00%) Product Ownership
Processes & Methodologies
1 1 (100.00%) API Integration
1 1 (100.00%) Computer Science
1 1 (100.00%) Continuous Improvement
1 1 (100.00%) Creative Thinking
1 1 (100.00%) Data Architecture
1 1 (100.00%) Data Cleansing
1 1 (100.00%) Data Engineering
1 1 (100.00%) Data Ingestion
1 1 (100.00%) Data Integration
1 1 (100.00%) Data Lineage
1 1 (100.00%) Decision-Making
1 1 (100.00%) Innovative Thinking
1 1 (100.00%) Lakehouse
1 1 (100.00%) Logical Data Model
1 1 (100.00%) Physical Data Model
1 1 (100.00%) Problem-Solving
1 1 (100.00%) Prompt Engineering
1 1 (100.00%) Target Operating Model
1 1 (100.00%) Technical Debt
1 1 (100.00%) Technical Leadership
Programming Languages
1 1 (100.00%) Data Analysis Expressions
1 1 (100.00%) JavaScript
1 1 (100.00%) Python
1 1 (100.00%) SQL
Qualifications
1 1 (100.00%) Degree
1 1 (100.00%) PMP
Quality Assurance & Compliance
1 1 (100.00%) Data Quality
Vendors
1 1 (100.00%) Microsoft