Data Munging (Data Wrangling)
Tyne and Wear > Newcastle upon Tyne
The table below provides summary statistics and contractor rates for jobs advertised in Newcastle upon Tyne requiring Data Munging skills. It covers vacancies from the 6 months leading up to 29 September 2025, with comparisons to the same periods in the previous two years.
| 6 months to 29 Sep 2025 |
Same period 2024 | Same period 2023 | |
|---|---|---|---|
| Rank | 35 | - | - |
| Rank change year-on-year | - | - | - |
| Contract jobs citing Data Munging | 1 | 0 | 0 |
| As % of all contract jobs advertised in Newcastle upon Tyne | 0.44% | - | - |
| As % of the Processes & Methodologies category | 0.50% | - | - |
| Number of daily rates quoted | 1 | 0 | 0 |
| 10th Percentile | - | - | - |
| 25th Percentile | £350 | - | - |
| Median daily rate (50th Percentile) | £400 | - | - |
| 75th Percentile | £450 | - | - |
| 90th Percentile | - | - | - |
| Tyne and Wear median daily rate | £400 | - | - |
All Process and Methodology Skills
Newcastle upon Tyne
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 Newcastle upon Tyne.
| Contract vacancies with a requirement for process or methodology skills | 200 | 155 | 125 |
| As % of all contract IT jobs advertised in Newcastle upon Tyne | 87.72% | 91.72% | 86.21% |
| Number of daily rates quoted | 115 | 69 | 92 |
| 10th Percentile | £253 | £323 | £350 |
| 25th Percentile | £408 | £405 | £400 |
| Median daily rate (50th Percentile) | £480 | £470 | £525 |
| Median % change year-on-year | +2.13% | -10.48% | -2.78% |
| 75th Percentile | £575 | £585 | £604 |
| 90th Percentile | £620 | £684 | £720 |
| Tyne and Wear median daily rate | £475 | £475 | £500 |
| % change year-on-year | - | -5.00% | -5.66% |
| Number of hourly rates quoted | 11 | 19 | 6 |
| 10th Percentile | £13.75 | £13.75 | £17.50 |
| 25th Percentile | £15.75 | £15.50 | £18.19 |
| Median hourly rate | £19.25 | £18.50 | £19.75 |
| Median % change year-on-year | +4.05% | -6.33% | +19.70% |
| 75th Percentile | £20.63 | £50.00 | £29.06 |
| 90th Percentile | £36.00 | £70.00 | £32.88 |
| Tyne and Wear median hourly rate | £19.25 | £18.50 | £19.75 |
| % change year-on-year | +4.05% | -6.33% | +22.06% |
Data Munging
Co-occurring Skills and Capabilities in Newcastle upon Tyne 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: