Extract, Transform and Load (ETL)
UK > Scotland
The table below provides summary statistics and contractor rates for jobs advertised in Scotland requiring ETL skills. It covers contract job vacancies from the 6 months leading up to 3 October 2025, with comparisons to the same periods in the previous two years.
| 6 months to 3 Oct 2025 |
Same period 2024 | Same period 2023 | |
|---|---|---|---|
| Rank | 79 | 83 | 94 |
| Rank change year-on-year | +4 | +11 | -29 |
| Contract jobs citing ETL | 38 | 32 | 51 |
| As % of all contract jobs in Scotland | 2.37% | 1.71% | 2.19% |
| As % of the Processes & Methodologies category | 2.61% | 1.98% | 2.38% |
| Number of daily rates quoted | 25 | 26 | 43 |
| 10th Percentile | £366 | £431 | £403 |
| 25th Percentile | £429 | £453 | £428 |
| Median daily rate (50th Percentile) | £475 | £478 | £500 |
| Median % change year-on-year | -0.52% | -4.50% | +2.04% |
| 75th Percentile | £537 | £499 | £544 |
| 90th Percentile | £555 | £500 | £589 |
| UK median daily rate | £500 | £508 | £525 |
| % change year-on-year | -1.48% | -3.33% | - |
All Process and Methodology Skills
Scotland
ETL 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 | 1,458 | 1,615 | 2,140 |
| As % of all contract IT jobs advertised in Scotland | 90.95% | 86.13% | 91.96% |
| Number of daily rates quoted | 801 | 963 | 1,375 |
| 10th Percentile | £263 | £205 | £250 |
| 25th Percentile | £399 | £355 | £400 |
| Median daily rate (50th Percentile) | £470 | £450 | £475 |
| Median % change year-on-year | +4.44% | -5.26% | - |
| 75th Percentile | £538 | £538 | £555 |
| 90th Percentile | £613 | £661 | £650 |
| UK median daily rate | £500 | £525 | £540 |
| % change year-on-year | -4.76% | -2.78% | -1.82% |
| Number of hourly rates quoted | 103 | 47 | 53 |
| 10th Percentile | £16.57 | £12.30 | £12.13 |
| 25th Percentile | £17.87 | £14.07 | £13.16 |
| Median hourly rate | £19.97 | £19.59 | £18.93 |
| Median % change year-on-year | +1.94% | +3.49% | -2.30% |
| 75th Percentile | £25.15 | £24.18 | £56.40 |
| 90th Percentile | £38.00 | £43.12 | £77.15 |
| UK median hourly rate | £25.15 | £42.27 | £42.50 |
| % change year-on-year | -40.49% | -0.55% | +44.07% |
ETL
Job Vacancy Trend in Scotland
Historical trend showing the proportion of contract IT job postings citing ETL relative to all contract IT jobs advertised in Scotland.
ETL
Daily Rate Trend in Scotland
Contractor daily rate distribution trend for jobs in Scotland citing ETL.
ETL
Daily Rate Histogram in Scotland
Daily rate distribution for jobs citing ETL in Scotland over the 6 months to 3 October 2025.
ETL
Hourly Rate Trend in Scotland
Contractor hourly rate distribution trend for jobs in Scotland citing ETL.
ETL
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 ETL within the Scotland region over the 6 months to 3 October 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 |
|---|---|---|---|---|---|
| Glasgow | -4 | 20 | £475 | +5.56% | 8 |
| Edinburgh | +12 | 17 | £463 | -7.50% | 4 |
| ETL UK |
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ETL
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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