Data Munging (Data Wrangling)
South East > Berkshire
The table below provides summary statistics and contractor rates for jobs advertised in Berkshire requiring Data Munging skills. It covers contract job vacancies from the 6 months leading up to 12 November 2025, with comparisons to the same periods in the previous two years.
| 6 months to 12 Nov 2025 |
Same period 2024 | Same period 2023 | |
|---|---|---|---|
| Rank | - | - | 123 |
| Rank change year-on-year | - | - | - |
| Contract jobs citing Data Munging | 0 | 0 | 1 |
| As % of all contract jobs in Berkshire | - | - | 0.056% |
| As % of the Processes & Methodologies category | - | - | 0.062% |
| Number of daily rates quoted | 0 | 0 | 1 |
| 10th Percentile | - | - | - |
| 25th Percentile | - | - | £513 |
| Median daily rate (50th Percentile) | - | - | £525 |
| 75th Percentile | - | - | £538 |
| 90th Percentile | - | - | - |
| South East median daily rate | - | £500 | £525 |
| % change year-on-year | - | -4.76% | - |
All Process and Methodology Skills
Berkshire
Data Munging 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 Berkshire.
| Contract vacancies with a requirement for process or methodology skills | 1,206 | 1,413 | 1,624 |
| As % of all contract IT jobs advertised in Berkshire | 89.80% | 88.76% | 90.93% |
| Number of daily rates quoted | 793 | 767 | 973 |
| 10th Percentile | £322 | £328 | £238 |
| 25th Percentile | £420 | £425 | £400 |
| Median daily rate (50th Percentile) | £500 | £535 | £501 |
| Median % change year-on-year | -6.54% | +6.89% | +0.10% |
| 75th Percentile | £600 | £638 | £625 |
| 90th Percentile | £650 | £688 | £700 |
| South East median daily rate | £500 | £513 | £520 |
| % change year-on-year | -2.44% | -1.44% | +1.46% |
| Number of hourly rates quoted | 61 | 53 | 70 |
| 10th Percentile | £14.75 | £21.80 | £18.95 |
| 25th Percentile | £16.72 | £42.50 | £46.01 |
| Median hourly rate | £27.50 | £58.49 | £61.72 |
| Median % change year-on-year | -52.98% | -5.23% | +26.60% |
| 75th Percentile | £58.00 | £63.43 | £72.25 |
| 90th Percentile | £80.00 | £75.29 | £77.27 |
| South East median hourly rate | £20.71 | £57.54 | £52.50 |
| % change year-on-year | -64.01% | +9.60% | +20.69% |
Data Munging
Job Vacancy Trend in Berkshire
Historical trend showing the proportion of contract IT job postings citing Data Munging relative to all contract IT jobs advertised in Berkshire.
Data Munging
Daily Rate Trend in Berkshire
Contractor daily rate distribution trend for jobs in Berkshire citing Data Munging.
