Data Validation
England > North West
The table below provides summary statistics and contractor rates for jobs advertised in the North West requiring Data Validation skills. It covers contract job vacancies from the 6 months leading up to 20 February 2026, with comparisons to the same periods in the previous two years.
| 6 months to 20 Feb 2026 |
Same period 2025 | Same period 2024 | |
|---|---|---|---|
| Rank | 137 | 119 | 130 |
| Rank change year-on-year | -18 | +11 | +39 |
| Contract jobs citing Data Validation | 16 | 8 | 3 |
| As % of all contract jobs in the North West | 0.58% | 0.39% | 0.11% |
| As % of the Processes & Methodologies category | 0.67% | 0.43% | 0.12% |
| Number of daily rates quoted | 16 | 2 | 1 |
| 10th Percentile | £302 | £309 | - |
| 25th Percentile | £383 | £311 | £413 |
| Median daily rate (50th Percentile) | £398 | £318 | £425 |
| Median % change year-on-year | +25.20% | -25.29% | +22.30% |
| 75th Percentile | £451 | £322 | £438 |
| 90th Percentile | £501 | £322 | - |
| England median daily rate | £465 | £495 | £475 |
| % change year-on-year | -6.06% | +4.21% | -11.63% |
All Process & Methodology Skills
North West
Data Validation 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 | 2,399 | 1,846 | 2,441 |
| As % of all contract IT jobs advertised in the North West | 86.58% | 88.96% | 86.96% |
| Number of daily rates quoted | 1,546 | 1,105 | 1,613 |
| 10th Percentile | £220 | £265 | £306 |
| 25th Percentile | £358 | £378 | £401 |
| Median daily rate (50th Percentile) | £450 | £475 | £500 |
| Median % change year-on-year | -5.26% | -5.00% | - |
| 75th Percentile | £560 | £567 | £588 |
| 90th Percentile | £650 | £656 | £675 |
| England median daily rate | £500 | £525 | £525 |
| % change year-on-year | -4.76% | - | -4.55% |
| Number of hourly rates quoted | 202 | 104 | 222 |
| 10th Percentile | £16.37 | £18.04 | £12.52 |
| 25th Percentile | £22.72 | £23.36 | £15.76 |
| Median hourly rate | £42.84 | £31.64 | £28.30 |
| Median % change year-on-year | +35.41% | +11.80% | -24.53% |
| 75th Percentile | £62.94 | £56.51 | £46.18 |
| 90th Percentile | £75.98 | £79.66 | £53.75 |
| England median hourly rate | £26.61 | £35.00 | £35.00 |
| % change year-on-year | -23.99% | - | - |
Data Validation
Job Vacancy Trend in the North West
Historical trend showing the proportion of contract IT job postings citing Data Validation relative to all contract IT jobs advertised in the North West.
Data Validation
Daily Rate Trend in the North West
Contractor daily rate distribution trend for jobs in the North West citing Data Validation.
Data Validation
Daily Rate Histogram in the North West
Daily rate distribution for jobs citing Data Validation in the North West over the 6 months to 20 February 2026.
Data Validation
Hourly Rate Trend in the North West
Contractor hourly rate distribution trend for jobs in the North West citing Data Validation.
Data Validation
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 Data Validation within the North West region over the 6 months to 20 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 |
|---|---|---|---|---|---|
| Merseyside | - | 9 | £393 | - | 1 |
| Manchester | -23 | 6 | £451 | +42.20% | 4 |
| Cheshire | - | 1 | £780 | - | 3 |
| Data Validation England |
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Data Validation
Co-Occurring Skills & Capabilities in the North West 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: