Data Munging (Data Wrangling)
England > North East
The table below provides summary statistics and contractor rates for jobs advertised in the North East requiring Data Munging skills. It covers vacancies from the 6 months leading up to 28 September 2025, with comparisons to the same periods in the previous two years.
| 6 months to 28 Sep 2025 |
Same period 2024 | Same period 2023 | |
|---|---|---|---|
| Rank | 41 | - | - |
| Rank change year-on-year | - | - | - |
| Contract jobs citing Data Munging | 1 | 0 | 0 |
| As % of all contract jobs advertised in the North East | 0.33% | - | - |
| As % of the Processes & Methodologies category | 0.39% | - | - |
| Number of daily rates quoted | 1 | 0 | 0 |
| 10th Percentile | - | - | - |
| 25th Percentile | £350 | - | - |
| Median daily rate (50th Percentile) | £400 | - | - |
| 75th Percentile | £450 | - | - |
| 90th Percentile | - | - | - |
| England median daily rate | £520 | £550 | £525 |
| % change year-on-year | -5.55% | +4.76% | -11.84% |
All Process and Methodology Skills
North East
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 North East.
| Contract vacancies with a requirement for process or methodology skills | 258 | 259 | 199 |
| As % of all contract IT jobs advertised in the North East | 84.87% | 91.20% | 85.78% |
| Number of daily rates quoted | 150 | 102 | 154 |
| 10th Percentile | £225 | £311 | £316 |
| 25th Percentile | £400 | £401 | £400 |
| Median daily rate (50th Percentile) | £475 | £475 | £450 |
| Median % change year-on-year | - | +5.56% | -14.29% |
| 75th Percentile | £575 | £608 | £575 |
| 90th Percentile | £619 | £736 | £671 |
| England median daily rate | £510 | £525 | £550 |
| % change year-on-year | -2.86% | -4.55% | - |
| Number of hourly rates quoted | 16 | 35 | 10 |
| 10th Percentile | £12.49 | £13.75 | £16.93 |
| 25th Percentile | £14.31 | £15.50 | £18.19 |
| Median hourly rate | £18.09 | £29.77 | £26.00 |
| Median % change year-on-year | -39.25% | +14.50% | +48.57% |
| 75th Percentile | £20.63 | £46.18 | £43.07 |
| 90th Percentile | £44.00 | £70.00 | £46.18 |
| England median hourly rate | £25.15 | £43.00 | £44.50 |
| % change year-on-year | -41.51% | -3.37% | +53.16% |
Data Munging
Job Vacancy Trend in the North East
Job postings citing Data Munging as a proportion of all IT jobs advertised in the North East.
Data Munging
Contract Job Locations in the North East
The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Munging within the North East region over the 6 months to 28 September 2025. 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 |
|---|---|---|---|---|---|
| Tyne and Wear | - | 1 | £400 | - | 1 |
| Data Munging England |
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Data Munging
Co-occurring Skills and Capabilities in the North East 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: