Data Munging (Data Wrangling)
England > Yorkshire
The following table provides summary statistics for contract job vacancies advertised in Yorkshire with a requirement for Data Munging skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Munging over the 6 months to 11 May 2024 with a comparison to the same period in the previous 2 years.
| 6 months to 11 May 2024 |
Same period 2023 | Same period 2022 | |
|---|---|---|---|
| Rank | - | 120 | 132 |
| Rank change year-on-year | - | +12 | -30 |
| Contract jobs citing Data Munging | 0 | 1 | 12 |
| As % of all contract jobs advertised in Yorkshire | - | 0.044% | 0.45% |
| As % of the Processes & Methodologies category | - | 0.049% | 0.50% |
| Number of daily rates quoted | 0 | 0 | 3 |
| 10th Percentile | - | - | £353 |
| 25th Percentile | - | - | £358 |
| Median daily rate (50th Percentile) | - | - | £400 |
| Median % change year-on-year | - | - | +70.21% |
| 75th Percentile | - | - | £575 |
| 90th Percentile | - | - | £650 |
| England median daily rate | £534 | £506 | £600 |
| % change year-on-year | +5.47% | -15.63% | +20.00% |
All Process and Methodology Skills
Yorkshire
Data Munging is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Yorkshire with a requirement for process or methodology skills.
| Contract vacancies with a requirement for process or methodology skills | 1,447 | 2,059 | 2,391 |
| As % of all contract IT jobs advertised in Yorkshire | 86.23% | 90.99% | 89.62% |
| Number of daily rates quoted | 865 | 1,369 | 1,754 |
| 10th Percentile | £275 | £279 | £261 |
| 25th Percentile | £400 | £425 | £400 |
| Median daily rate (50th Percentile) | £488 | £525 | £483 |
| Median % change year-on-year | -7.14% | +8.81% | +10.29% |
| 75th Percentile | £582 | £600 | £554 |
| 90th Percentile | £650 | £700 | £645 |
| England median daily rate | £525 | £550 | £538 |
| % change year-on-year | -4.55% | +2.33% | +7.50% |
| Number of hourly rates quoted | 66 | 62 | 80 |
| 10th Percentile | £11.30 | - | £10.70 |
| 25th Percentile | £12.15 | £9.80 | £12.00 |
| Median hourly rate | £13.50 | £10.63 | £18.25 |
| Median % change year-on-year | +27.00% | -41.75% | -8.49% |
| 75th Percentile | £22.00 | £20.76 | £22.81 |
| 90th Percentile | £53.75 | £55.61 | £27.63 |
| England median hourly rate | £37.18 | £37.50 | £25.00 |
| % change year-on-year | -0.85% | +50.00% | +6.38% |
Data Munging
Job Vacancy Trend in Yorkshire
Job postings citing Data Munging as a proportion of all IT jobs advertised in Yorkshire.
Data Munging
Contractor Daily Rate Trend in Yorkshire
3-month moving average daily rate quoted in jobs citing Data Munging in Yorkshire.