Retrieval-Augmented Generation (RAG)
Merseyside > Liverpool
The table below provides summary statistics and salary benchmarking for jobs advertised in Liverpool requiring Retrieval-Augmented Generation skills. It covers permanent job vacancies from the 6 months leading up to 7 February 2026, with comparisons to the same periods in the previous two years.
| 6 months to 7 Feb 2026 |
Same period 2025 | Same period 2024 | |
|---|---|---|---|
| Rank | 55 | - | - |
| Rank change year-on-year | - | - | - |
| Permanent jobs citing Retrieval-Augmented Generation | 2 | 0 | 0 |
| As % of all permanent jobs in Liverpool | 0.35% | - | - |
| As % of the Processes & Methodologies category | 0.47% | - | - |
| Number of salaries quoted | 2 | 0 | 0 |
| 10th Percentile | - | - | - |
| 25th Percentile | £33,750 | - | - |
| Median annual salary (50th Percentile) | £37,500 | - | - |
| 75th Percentile | £41,250 | - | - |
| 90th Percentile | - | - | - |
| Merseyside median annual salary | £37,500 | - | - |
All Process & Methodology Skills
Liverpool
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 Liverpool.
| Permanent vacancies with a requirement for process or methodology skills | 425 | 333 | 583 |
| As % of all permanent jobs advertised in Liverpool | 74.69% | 92.24% | 83.64% |
| Number of salaries quoted | 240 | 165 | 489 |
| 10th Percentile | - | - | £29,900 |
| 25th Percentile | £28,250 | £31,250 | £36,250 |
| Median annual salary (50th Percentile) | £45,000 | £45,000 | £47,000 |
| Median % change year-on-year | - | -4.26% | -1.05% |
| 75th Percentile | £54,063 | £66,250 | £61,000 |
| 90th Percentile | £73,875 | £77,300 | £77,500 |
| Merseyside median annual salary | £45,000 | £45,000 | £45,000 |
| % change year-on-year | - | - | -5.26% |
Retrieval-Augmented Generation
Job Vacancy Trend in Liverpool
Historical trend showing the proportion of permanent IT job postings citing Retrieval-Augmented Generation relative to all permanent IT jobs advertised in Liverpool.
Retrieval-Augmented Generation
Co-Occurring Skills & Capabilities in Liverpool 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: