Data Munging (Data Wrangling)
UK > Scotland
The following table provides summary statistics for permanent job vacancies advertised in Scotland with a requirement for Data Munging skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Munging over the 6 months to 4 May 2024 with a comparison to the same period in the previous 2 years.
| 6 months to 4 May 2024 |
Same period 2023 | Same period 2022 | |
|---|---|---|---|
| Rank | - | - | 241 |
| Rank change year-on-year | - | - | - |
| Permanent jobs citing Data Munging | 0 | 0 | 9 |
| As % of all permanent jobs advertised in Scotland | - | - | 0.16% |
| As % of the Processes & Methodologies category | - | - | 0.17% |
| Number of salaries quoted | 0 | 0 | 6 |
| 10th Percentile | - | - | £51,363 |
| 25th Percentile | - | - | £55,225 |
| Median annual salary (50th Percentile) | - | - | £61,750 |
| 75th Percentile | - | - | £80,819 |
| 90th Percentile | - | - | £90,000 |
| UK median annual salary | £57,500 | £57,500 | £60,000 |
| % change year-on-year | - | -4.17% | -7.69% |
All Process and Methodology Skills
Scotland
Data Munging is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Scotland with a requirement for process or methodology skills.
| Permanent vacancies with a requirement for process or methodology skills | 6,250 | 4,437 | 5,249 |
| As % of all permanent jobs advertised in Scotland | 92.80% | 94.24% | 90.89% |
| Number of salaries quoted | 2,418 | 2,226 | 2,810 |
| 10th Percentile | £28,750 | £32,000 | £30,000 |
| 25th Percentile | £40,500 | £41,750 | £40,000 |
| Median annual salary (50th Percentile) | £52,500 | £57,500 | £52,500 |
| Median % change year-on-year | -8.70% | +9.52% | +5.00% |
| 75th Percentile | £65,000 | £73,750 | £67,500 |
| 90th Percentile | £80,000 | £85,000 | £81,250 |
| UK median annual salary | £55,000 | £61,500 | £60,000 |
| % change year-on-year | -10.57% | +2.50% | +9.09% |
Data Munging
Job Vacancy Trend in Scotland
Job postings citing Data Munging as a proportion of all IT jobs advertised in Scotland.
Data Munging
Salary Trend in Scotland
3-month moving average salary quoted in jobs citing Data Munging in Scotland.