Data Munging (Data Wrangling)
Yorkshire > West Yorkshire
The following table provides summary statistics for contract job vacancies advertised in West 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 14 May 2024 with a comparison to the same period in the previous 2 years.
| 6 months to 14 May 2024 |
Same period 2023 | Same period 2022 | |
|---|---|---|---|
| Rank | - | 102 | 107 |
| Rank change year-on-year | - | +5 | - |
| Contract jobs citing Data Munging | 0 | 1 | 11 |
| As % of all contract jobs advertised in West Yorkshire | - | 0.063% | 0.58% |
| As % of the Processes & Methodologies category | - | 0.069% | 0.64% |
| Number of daily rates quoted | 0 | 0 | 3 |
| 10th Percentile | - | - | £353 |
| 25th Percentile | - | - | £358 |
| Median daily rate (50th Percentile) | - | - | £400 |
| 75th Percentile | - | - | £575 |
| 90th Percentile | - | - | £650 |
| Yorkshire median daily rate | - | - | £400 |
| % change year-on-year | - | - | +70.21% |
All Process and Methodology Skills
West 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 West Yorkshire with a requirement for process or methodology skills.
| Contract vacancies with a requirement for process or methodology skills | 854 | 1,444 | 1,718 |
| As % of all contract IT jobs advertised in West Yorkshire | 87.23% | 91.39% | 91.00% |
| Number of daily rates quoted | 498 | 993 | 1,244 |
| 10th Percentile | £300 | £350 | £300 |
| 25th Percentile | £413 | £450 | £413 |
| Median daily rate (50th Percentile) | £500 | £525 | £500 |
| Median % change year-on-year | -4.76% | +5.00% | +10.99% |
| 75th Percentile | £586 | £619 | £575 |
| 90th Percentile | £660 | £700 | £655 |
| Yorkshire median daily rate | £490 | £525 | £480 |
| % change year-on-year | -6.67% | +9.38% | +9.71% |
| Number of hourly rates quoted | 35 | 19 | 46 |
| 10th Percentile | £11.91 | £12.00 | £10.23 |
| 25th Percentile | £12.15 | £14.46 | £11.63 |
| Median hourly rate | £12.53 | £20.00 | £18.25 |
| Median % change year-on-year | -37.35% | +9.59% | -20.65% |
| 75th Percentile | £15.20 | £63.75 | £22.40 |
| 90th Percentile | £41.35 | £70.00 | £28.00 |
| Yorkshire median hourly rate | £13.50 | £10.63 | £18.00 |
| % change year-on-year | +27.00% | -40.94% | -9.74% |
Data Munging
Job Vacancy Trend in West Yorkshire
Job postings citing Data Munging as a proportion of all IT jobs advertised in West Yorkshire.
Data Munging
Contractor Daily Rate Trend in West Yorkshire
3-month moving average daily rate quoted in jobs citing Data Munging in West Yorkshire.