Retrieval-Augmented Generation (RAG)
UK > UK excluding London
The table below provides summary statistics for contract job vacancies advertised in the UK excluding London requiring Retrieval-Augmented Generation skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Retrieval-Augmented Generation over the 6 months leading up to 17 August 2025, comparing them to the same period in the previous two years.
| 6 months to 17 Aug 2025 |
Same period 2024 | Same period 2023 | |
|---|---|---|---|
| Rank | 349 | 366 | - |
| Rank change year-on-year | +17 | - | - |
| Contract jobs citing Retrieval-Augmented Generation | 17 | 4 | 0 |
| As % of all contract jobs advertised in the UK excluding London | 0.11% | 0.022% | - |
| As % of the Processes & Methodologies category | 0.12% | 0.027% | - |
| Number of daily rates quoted | 15 | 4 | 0 |
| 10th Percentile | £370 | £472 | - |
| 25th Percentile | £413 | £476 | - |
| Median daily rate (50th Percentile) | £507 | £488 | - |
| Median % change year-on-year | +3.84% | - | - |
| 75th Percentile | £588 | £508 | - |
| 90th Percentile | £808 | £510 | - |
| UK median daily rate | £522 | £625 | - |
| % change year-on-year | -16.48% | - | - |
All Process and Methodology Skills
UK excluding London
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 UK excluding London.
| Contract vacancies with a requirement for process or methodology skills | 13,803 | 15,081 | 19,303 |
| As % of all contract IT jobs advertised in the UK excluding London | 89.30% | 83.02% | 88.28% |
| Number of daily rates quoted | 8,279 | 9,085 | 12,938 |
| 10th Percentile | £240 | £250 | £260 |
| 25th Percentile | £368 | £388 | £400 |
| Median daily rate (50th Percentile) | £475 | £500 | £500 |
| Median % change year-on-year | -5.00% | - | - |
| 75th Percentile | £575 | £600 | £600 |
| 90th Percentile | £650 | £688 | £688 |
| UK median daily rate | £500 | £525 | £544 |
| % change year-on-year | -4.76% | -3.49% | -1.09% |
| Number of hourly rates quoted | 1,371 | 1,516 | 1,195 |
| 10th Percentile | £13.81 | £13.69 | £14.25 |
| 25th Percentile | £16.95 | £16.50 | £17.48 |
| Median hourly rate | £23.00 | £42.50 | £37.50 |
| Median % change year-on-year | -45.88% | +13.33% | +70.45% |
| 75th Percentile | £45.00 | £65.00 | £65.00 |
| 90th Percentile | £70.00 | £75.00 | £76.00 |
| UK median hourly rate | £25.15 | £40.94 | £41.27 |
| % change year-on-year | -38.57% | -0.80% | +55.74% |
Retrieval-Augmented Generation
Job Vacancy Trend in the UK excluding London
Job postings citing Retrieval-Augmented Generation as a proportion of all IT jobs advertised in the UK excluding London.
Retrieval-Augmented Generation
Contractor Daily Rate Trend in the UK excluding London
3-month moving average daily rate quoted in jobs citing Retrieval-Augmented Generation in the UK excluding London.
Retrieval-Augmented Generation
Daily Rate Histogram in the UK excluding London
Daily rate distribution for jobs citing Retrieval-Augmented Generation in the UK excluding London over the 6 months to 17 August 2025.
Retrieval-Augmented Generation
Contract Job Locations in the UK excluding London
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 UK excluding London region over the 6 months to 17 August 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 |
|---|---|---|---|---|---|
| North of England | -8 | 8 | £450 | -7.83% | 23 |
| North West | -4 | 7 | £474 | -3.02% | 18 |
| South East | - | 5 | £475 | - | 22 |
| East of England | - | 2 | £788 | - | 11 |
| North East | - | 1 | £450 | - | 3 |
| South West | - | 1 | £550 | - | 5 |
| Scotland | - | 1 | £500 | - | 5 |
| Retrieval-Augmented Generation UK |
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Retrieval-Augmented Generation
Co-occurring Skills and Capabilities in the UK excluding London 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: