Data Munging (Data Wrangling)
England > Yorkshire
The table below provides summary statistics for permanent job vacancies advertised in Yorkshire requiring Data Munging skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Data Munging over the 6 months leading up to 20 May 2025, comparing them to the same period in the previous two years.
| 6 months to 20 May 2025 |
Same period 2024 | Same period 2023 | |
|---|---|---|---|
| Rank | - | - | 301 |
| Rank change year-on-year | - | - | -28 |
| Permanent jobs citing Data Munging | 0 | 0 | 4 |
| As % of all permanent jobs advertised in Yorkshire | - | - | 0.051% |
| As % of the Processes & Methodologies category | - | - | 0.052% |
| Number of salaries quoted | 0 | 0 | 0 |
| Median annual salary (50th Percentile) | - | - | - |
| England median annual salary | £60,000 | £57,500 | £57,500 |
| % change year-on-year | +4.35% | - | +0.88% |
All Process and Methodology Skills
Yorkshire
Data Munging falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring process or methodology skills in Yorkshire.
| Permanent vacancies with a requirement for process or methodology skills | 2,729 | 4,858 | 7,754 |
| As % of all permanent jobs advertised in Yorkshire | 94.07% | 83.00% | 98.03% |
| Number of salaries quoted | 1,367 | 3,731 | 3,446 |
| 10th Percentile | £25,750 | £27,500 | £31,250 |
| 25th Percentile | £31,250 | £36,250 | £40,000 |
| Median annual salary (50th Percentile) | £47,683 | £50,000 | £55,000 |
| Median % change year-on-year | -4.63% | -9.09% | +9.62% |
| 75th Percentile | £67,500 | £65,000 | £70,000 |
| 90th Percentile | £85,000 | £80,000 | £82,774 |
| England median annual salary | £57,500 | £55,000 | £62,500 |
| % change year-on-year | +4.55% | -12.00% | +4.17% |
Data Munging
Job Vacancy Trend in Yorkshire
Job postings citing Data Munging as a proportion of all IT jobs advertised in Yorkshire.
Data Munging
Salary Trend in Yorkshire
3-month moving average salary quoted in jobs citing Data Munging in Yorkshire.