Data Munging (Data Wrangling)
England > London
The table below provides summary statistics and contractor rates for jobs advertised in London requiring Data Munging skills. It covers contract job vacancies from the 6 months leading up to 14 December 2025, with comparisons to the same periods in the previous two years.
| 6 months to 14 Dec 2025 |
Same period 2024 | Same period 2023 | |
|---|---|---|---|
| Rank | 368 | 377 | 386 |
| Rank change year-on-year | +9 | +9 | +150 |
| Contract jobs citing Data Munging | 13 | 4 | 17 |
| As % of all contract jobs in London | 0.091% | 0.026% | 0.089% |
| As % of the Processes & Methodologies category | 0.100% | 0.029% | 0.099% |
| Number of daily rates quoted | 9 | 1 | 9 |
| 10th Percentile | £296 | - | £528 |
| 25th Percentile | £325 | - | £540 |
| Median daily rate (50th Percentile) | £450 | £600 | £595 |
| Median % change year-on-year | -25.00% | +0.84% | +5.78% |
| 75th Percentile | £675 | - | £638 |
| 90th Percentile | £788 | - | £639 |
| England median daily rate | £507 | £612 | £533 |
| % change year-on-year | -17.16% | +14.93% | +4.93% |
All Process and Methodology Skills
London
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 London.
| Contract vacancies with a requirement for process or methodology skills | 13,051 | 13,742 | 17,096 |
| As % of all contract IT jobs advertised in London | 91.50% | 89.96% | 89.50% |
| Number of daily rates quoted | 8,604 | 8,839 | 12,265 |
| 10th Percentile | £341 | £350 | £350 |
| 25th Percentile | £425 | £450 | £456 |
| Median daily rate (50th Percentile) | £530 | £550 | £565 |
| Median % change year-on-year | -3.64% | -2.65% | -4.24% |
| 75th Percentile | £650 | £675 | £688 |
| 90th Percentile | £764 | £800 | £792 |
| England median daily rate | £506 | £525 | £545 |
| % change year-on-year | -3.62% | -3.67% | -0.91% |
| Number of hourly rates quoted | 238 | 165 | 233 |
| 10th Percentile | £17.98 | £17.70 | £18.51 |
| 25th Percentile | £24.50 | £23.80 | £21.25 |
| Median hourly rate | £29.50 | £36.80 | £34.00 |
| Median % change year-on-year | -19.84% | +8.24% | -13.38% |
| 75th Percentile | £47.94 | £53.75 | £60.00 |
| 90th Percentile | £66.80 | £80.75 | £74.75 |
| England median hourly rate | £25.15 | £35.00 | £44.25 |
| % change year-on-year | -28.14% | -20.90% | +18.63% |
Data Munging
Job Vacancy Trend in London
Historical trend showing the proportion of contract IT job postings citing Data Munging relative to all contract IT jobs advertised in London.
Data Munging
Daily Rate Trend in London
Contractor daily rate distribution trend for jobs in London citing Data Munging.
Data Munging
Daily Rate Histogram in London
Daily rate distribution for jobs citing Data Munging in London over the 6 months to 14 December 2025.
Data Munging
Hourly Rate Trend in London
Contractor hourly rate distribution trend for jobs in London citing Data Munging.
Data Munging
Co-Occurring Skills & Capabilities in London 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: