Retrieval-Augmented Generation (RAG)
UK > Scotland
The table below provides summary statistics and contractor rates for jobs advertised in Scotland requiring Retrieval-Augmented Generation skills. It covers contract job vacancies from the 6 months leading up to 22 February 2026, with comparisons to the same periods in the previous two years.
| 6 months to 22 Feb 2026 |
Same period 2025 | Same period 2024 | |
|---|---|---|---|
| Rank | 108 | 112 | - |
| Rank change year-on-year | +4 | - | - |
| Contract jobs citing Retrieval-Augmented Generation | 5 | 1 | 0 |
| As % of all contract jobs in Scotland | 0.31% | 0.059% | - |
| As % of the Processes & Methodologies category | 0.37% | 0.065% | - |
| Number of daily rates quoted | 3 | 1 | 0 |
| 10th Percentile | £405 | - | - |
| 25th Percentile | £413 | £450 | - |
| Median daily rate (50th Percentile) | £425 | £500 | - |
| Median % change year-on-year | -15.00% | - | - |
| 75th Percentile | - | £550 | - |
| 90th Percentile | - | - | - |
| UK median daily rate | £575 | £700 | £700 |
| % change year-on-year | -17.86% | - | - |
All Process & Methodology Skills
Scotland
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 Scotland.
| Contract vacancies with a requirement for process or methodology skills | 1,346 | 1,550 | 2,094 |
| As % of all contract IT jobs advertised in Scotland | 84.55% | 92.15% | 88.65% |
| Number of daily rates quoted | 746 | 917 | 1,288 |
| 10th Percentile | £224 | £237 | £282 |
| 25th Percentile | £374 | £363 | £405 |
| Median daily rate (50th Percentile) | £450 | £450 | £480 |
| Median % change year-on-year | - | -6.25% | +1.05% |
| 75th Percentile | £575 | £545 | £588 |
| 90th Percentile | £663 | £625 | £688 |
| UK median daily rate | £500 | £525 | £525 |
| % change year-on-year | -4.76% | - | -4.55% |
| Number of hourly rates quoted | 96 | 42 | 84 |
| 10th Percentile | £13.00 | £16.93 | £12.36 |
| 25th Percentile | £16.15 | £20.46 | £16.00 |
| Median hourly rate | £20.00 | £23.30 | £19.50 |
| Median % change year-on-year | -14.14% | +19.46% | +10.05% |
| 75th Percentile | £50.00 | £24.18 | £58.13 |
| 90th Percentile | £64.67 | £33.70 | £72.03 |
| UK median hourly rate | £25.77 | £32.81 | £35.00 |
| % change year-on-year | -21.46% | -6.26% | - |
Retrieval-Augmented Generation
Job Vacancy Trend in Scotland
Historical trend showing the proportion of contract IT job postings citing Retrieval-Augmented Generation relative to all contract IT jobs advertised in Scotland.
Retrieval-Augmented Generation
Contract Job Locations in Scotland
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 Scotland region over the 6 months to 22 February 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 Contract IT Job Ads |
Median Daily Rate Past 6 Months |
Median Daily Rate % Change on Same Period Last Year |
Live Jobs |
|---|---|---|---|---|---|
| Glasgow | +12 | 5 | £425 | -15.00% | 5 |
| Retrieval-Augmented Generation UK |
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Retrieval-Augmented Generation
Co-Occurring Skills & Capabilities in Scotland 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:
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