Retrieval-Augmented Generation (RAG)
England > North West
The table below provides summary statistics and contractor rates for jobs advertised in the North West requiring Retrieval-Augmented Generation skills. It covers vacancies from the 6 months leading up to 20 September 2025, with comparisons to the same periods in the previous two years.
| 6 months to 20 Sep 2025 |
Same period 2024 | Same period 2023 | |
|---|---|---|---|
| Rank | 122 | 117 | - |
| Rank change year-on-year | -5 | - | - |
| Contract jobs citing Retrieval-Augmented Generation | 11 | 4 | 0 |
| As % of all contract jobs advertised in the North West | 0.51% | 0.17% | - |
| As % of the Processes & Methodologies category | 0.57% | 0.20% | - |
| Number of daily rates quoted | 10 | 4 | 0 |
| 10th Percentile | £316 | £472 | - |
| 25th Percentile | £407 | £476 | - |
| Median daily rate (50th Percentile) | £433 | £488 | - |
| Median % change year-on-year | -11.42% | - | - |
| 75th Percentile | £495 | £508 | - |
| 90th Percentile | £552 | £510 | - |
| England median daily rate | £525 | £625 | - |
| % change year-on-year | -16.00% | - | - |
All Process and Methodology Skills
North West
Retrieval-Augmented Generation falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring process or methodology skills in the North West.
| Contract vacancies with a requirement for process or methodology skills | 1,924 | 2,010 | 2,504 |
| As % of all contract IT jobs advertised in the North West | 88.58% | 83.51% | 87.80% |
| Number of daily rates quoted | 1,275 | 1,154 | 1,686 |
| 10th Percentile | £296 | £294 | £270 |
| 25th Percentile | £375 | £400 | £400 |
| Median daily rate (50th Percentile) | £454 | £493 | £500 |
| Median % change year-on-year | -8.01% | -1.40% | - |
| 75th Percentile | £575 | £588 | £594 |
| 90th Percentile | £680 | £675 | £675 |
| England median daily rate | £510 | £525 | £550 |
| % change year-on-year | -2.86% | -4.55% | - |
| Number of hourly rates quoted | 134 | 109 | 164 |
| 10th Percentile | £13.61 | £16.45 | £15.83 |
| 25th Percentile | £17.39 | £28.50 | £18.38 |
| Median hourly rate | £25.15 | £42.50 | £35.00 |
| Median % change year-on-year | -40.82% | +21.43% | +59.09% |
| 75th Percentile | £49.84 | £62.50 | £46.18 |
| 90th Percentile | £71.06 | £72.10 | £66.40 |
| England median hourly rate | £25.15 | £43.00 | £44.50 |
| % change year-on-year | -41.51% | -3.37% | +53.98% |
Retrieval-Augmented Generation
Job Vacancy Trend in the North West
Job postings citing Retrieval-Augmented Generation as a proportion of all IT jobs advertised in the North West.
Retrieval-Augmented Generation
Daily Rate Trend in the North West
Contractor daily rate distribution trend for jobs in the North West citing Retrieval-Augmented Generation.
Retrieval-Augmented Generation
Daily Rate Histogram in the North West
Daily rate distribution for jobs citing Retrieval-Augmented Generation in the North West over the 6 months to 20 September 2025.
Retrieval-Augmented Generation
Contract Job Locations in the North West
The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Retrieval-Augmented Generation within the North West region over the 6 months to 20 September 2025. 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 Contract IT Job Ads |
Median Daily Rate Past 6 Months |
Median Daily Rate % Change on Same Period Last Year |
Live Jobs |
|---|---|---|---|---|---|
| Merseyside | - | 4 | £413 | - | 1 |
| Cheshire | -24 | 3 | £435 | -10.91% | 1 |
| Manchester | - | 3 | £430 | - | 10 |
| Retrieval-Augmented Generation England |
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Retrieval-Augmented Generation
Co-occurring Skills and Capabilities in the North West by Category
The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories: