Data Munging (Data Wrangling)
Central London > City of London
The table below provides summary statistics for contract job vacancies advertised in the City of London requiring Data Munging skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Data Munging over the 6 months leading up to 2 May 2025, comparing them to the same period in the previous two years.
| 6 months to 2 May 2025 |
Same period 2024 | Same period 2023 | |
|---|---|---|---|
| Rank | 117 | - | 167 |
| Rank change year-on-year | - | - | +7 |
| Contract jobs citing Data Munging | 2 | 0 | 5 |
| As % of all contract jobs advertised in the City of London | 0.11% | - | 0.14% |
| As % of the Processes & Methodologies category | 0.12% | - | 0.15% |
| Number of daily rates quoted | 1 | 0 | 2 |
| Median daily rate (50th Percentile) | £550 | - | £500 |
| Median % change year-on-year | - | - | -15.25% |
| Central London median daily rate | £520 | - | £500 |
| % change year-on-year | - | - | -15.25% |
All Process and Methodology Skills
City of 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 the City of London.
| Contract vacancies with a requirement for process or methodology skills | 1,637 | 1,989 | 3,335 |
| As % of all contract IT jobs advertised in the City of London | 93.17% | 90.53% | 91.72% |
| Number of daily rates quoted | 1,034 | 1,408 | 2,250 |
| 10th Percentile | £363 | £363 | £356 |
| 25th Percentile | £463 | £450 | £475 |
| Median daily rate (50th Percentile) | £575 | £565 | £600 |
| Median % change year-on-year | +1.77% | -5.83% | +4.35% |
| 75th Percentile | £684 | £688 | £730 |
| 90th Percentile | £775 | £813 | £825 |
| Central London median daily rate | £575 | £550 | £600 |
| % change year-on-year | +4.55% | -8.33% | +5.26% |
| Number of hourly rates quoted | 12 | 11 | 24 |
| 10th Percentile | £22.00 | £19.92 | £15.33 |
| 25th Percentile | £24.00 | £20.22 | £18.03 |
| Median hourly rate | £29.58 | £25.00 | £35.00 |
| Median % change year-on-year | +18.30% | -28.57% | -14.63% |
| 75th Percentile | £45.00 | £40.00 | £58.75 |
| 90th Percentile | £62.25 | £41.84 | £88.30 |
| Central London median hourly rate | £29.07 | £27.81 | £35.00 |
| % change year-on-year | +4.53% | -20.54% | -14.63% |
Data Munging
Job Vacancy Trend in the City of London
Job postings citing Data Munging as a proportion of all IT jobs advertised in the City of London.
Data Munging
Contractor Daily Rate Trend in the City of London
3-month moving average daily rate quoted in jobs citing Data Munging in the City of London.
Data Munging
Co-occurring Skills and Capabilities in the City of London by Category
The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories: