Complex Extract, Transform and Load (ETL)
England > North of England
The table below provides summary statistics and contractor rates for jobs advertised in the North of England requiring Complex ETL skills. It covers contract job vacancies from the 6 months leading up to 20 October 2025, with comparisons to the same periods in the previous two years.
| 6 months to 20 Oct 2025 |
Same period 2024 | Same period 2023 | |
|---|---|---|---|
| Rank | 190 | - | - |
| Rank change year-on-year | - | - | - |
| Contract jobs citing Complex ETL | 3 | 0 | 0 |
| As % of all contract jobs in the North of England | 0.071% | - | - |
| As % of the Processes & Methodologies category | 0.080% | - | - |
| Number of daily rates quoted | 2 | 0 | 0 |
| Median daily rate (50th Percentile) | £500 | - | - |
| England median daily rate | £500 | £434 | £675 |
| % change year-on-year | +15.23% | -35.72% | +17.39% |
All Process and Methodology Skills
North of England
Complex 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 the North of England.
| Contract vacancies with a requirement for process or methodology skills | 3,749 | 3,407 | 4,491 |
| As % of all contract IT jobs advertised in the North of England | 89.09% | 84.27% | 88.16% |
| Number of daily rates quoted | 2,464 | 1,852 | 3,020 |
| 10th Percentile | £250 | £294 | £281 |
| 25th Percentile | £369 | £400 | £405 |
| Median daily rate (50th Percentile) | £469 | £488 | £500 |
| Median % change year-on-year | -3.79% | -2.50% | - |
| 75th Percentile | £563 | £575 | £600 |
| 90th Percentile | £671 | £655 | £680 |
| England median daily rate | £510 | £525 | £550 |
| % change year-on-year | -2.86% | -4.55% | - |
| Number of hourly rates quoted | 222 | 178 | 211 |
| 10th Percentile | £14.50 | £14.28 | £15.75 |
| 25th Percentile | £17.55 | £18.13 | £18.00 |
| Median hourly rate | £24.38 | £35.00 | £29.00 |
| Median % change year-on-year | -30.34% | +20.69% | +36.47% |
| 75th Percentile | £41.46 | £51.90 | £46.18 |
| 90th Percentile | £64.88 | £70.00 | £62.00 |
| England median hourly rate | £25.15 | £41.50 | £44.50 |
| % change year-on-year | -39.40% | -6.74% | +27.14% |
Complex ETL
Job Vacancy Trend in the North of England
Historical trend showing the proportion of contract IT job postings citing Complex ETL relative to all contract IT jobs advertised in the North of England.
Complex ETL
Daily Rate Trend in the North of England
Contractor daily rate distribution trend for jobs in the North of England citing Complex ETL.
Complex ETL
Contract Job Locations in the North of England
The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Complex ETL within the North of England region over the 6 months to 20 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 |
|---|---|---|---|---|---|
| North West | - | 3 | £500 | - | 1 |
| Complex ETL England |
|||||
Complex ETL
Co-Occurring Skills & Capabilities in the North of England 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: