Data Validation
Berkshire > Reading
The table below provides summary statistics and contractor rates for jobs advertised in Reading requiring Data Validation skills. It covers contract job vacancies from the 6 months leading up to 4 February 2026, with comparisons to the same periods in the previous two years.
| 6 months to 4 Feb 2026 |
Same period 2025 | Same period 2024 | |
|---|---|---|---|
| Rank | 67 | 76 | 95 |
| Rank change year-on-year | +9 | +19 | +1 |
| Contract jobs citing Data Validation | 10 | 2 | 1 |
| As % of all contract jobs in Reading | 1.25% | 0.25% | 0.090% |
| As % of the Processes & Methodologies category | 1.44% | 0.27% | 0.097% |
| Number of daily rates quoted | 7 | 0 | 1 |
| 10th Percentile | £515 | - | - |
| 25th Percentile | £618 | - | - |
| Median daily rate (50th Percentile) | £648 | - | £180 |
| Median % change year-on-year | - | - | -64.88% |
| 75th Percentile | - | - | - |
| 90th Percentile | - | - | - |
| Berkshire median daily rate | £633 | - | £180 |
| % change year-on-year | - | - | -64.88% |
| Number of hourly rates quoted | 1 | 0 | 0 |
| Median hourly rate | £81.00 | - | - |
| Berkshire median hourly rate | £81.00 | - | £61.00 |
All Process & Methodology Skills
Reading
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 Reading.
| Contract vacancies with a requirement for process or methodology skills | 696 | 748 | 1,036 |
| As % of all contract IT jobs advertised in Reading | 87.33% | 93.03% | 92.75% |
| Number of daily rates quoted | 493 | 401 | 636 |
| 10th Percentile | £313 | £300 | £213 |
| 25th Percentile | £413 | £409 | £381 |
| Median daily rate (50th Percentile) | £523 | £550 | £525 |
| Median % change year-on-year | -5.00% | +4.76% | -0.52% |
| 75th Percentile | £619 | £638 | £615 |
| 90th Percentile | £664 | £670 | £688 |
| Berkshire median daily rate | £500 | £525 | £500 |
| % change year-on-year | -4.76% | +5.00% | -2.44% |
| Number of hourly rates quoted | 42 | 7 | 35 |
| 10th Percentile | £18.55 | £27.90 | £20.17 |
| 25th Percentile | £58.00 | £35.75 | £54.70 |
| Median hourly rate | £81.50 | £61.76 | £61.65 |
| Median % change year-on-year | +31.96% | +0.19% | -5.16% |
| 75th Percentile | £97.50 | £69.80 | £66.75 |
| 90th Percentile | £107.00 | £75.80 | £86.78 |
| Berkshire median hourly rate | £58.75 | £61.50 | £60.57 |
| % change year-on-year | -4.46% | +1.53% | -6.35% |
Data Validation
Job Vacancy Trend in Reading
Historical trend showing the proportion of contract IT job postings citing Data Validation relative to all contract IT jobs advertised in Reading.
Data Validation
Daily Rate Trend in Reading
Contractor daily rate distribution trend for jobs in Reading citing Data Validation.
Data Validation
Daily Rate Histogram in Reading
Daily rate distribution for jobs citing Data Validation in Reading over the 6 months to 4 February 2026.
Data Validation
Hourly Rate Trend in Reading
Contractor hourly rate distribution trend for jobs in Reading citing Data Validation.
Data Validation
Co-Occurring Skills & Capabilities in Reading 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: