Data Munging (Data Wrangling)
North West > Manchester
The following table provides summary statistics for contract job vacancies advertised in Manchester 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 19 April 2024 with a comparison to the same period in the previous 2 years.
| 6 months to 19 Apr 2024 |
Same period 2023 | Same period 2022 | |
|---|---|---|---|
| Rank | 95 | 112 | 136 |
| Rank change year-on-year | +17 | +24 | -42 |
| Contract jobs citing Data Munging | 1 | 1 | 3 |
| As % of all contract jobs advertised in Manchester | 0.065% | 0.052% | 0.12% |
| As % of the Processes & Methodologies category | 0.075% | 0.057% | 0.13% |
| Number of daily rates quoted | 1 | 1 | 1 |
| 10th Percentile | - | - | - |
| 25th Percentile | £425 | £463 | £604 |
| Median daily rate (50th Percentile) | £450 | £475 | £608 |
| Median % change year-on-year | -5.26% | -21.81% | +1.25% |
| 75th Percentile | £475 | £488 | £611 |
| 90th Percentile | - | - | - |
| North West median daily rate | £450 | £475 | £608 |
| % change year-on-year | -5.26% | -21.81% | +1.25% |
All Process and Methodology Skills
Manchester
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 Manchester with a requirement for process or methodology skills.
| Contract vacancies with a requirement for process or methodology skills | 1,336 | 1,765 | 2,275 |
| As % of all contract IT jobs advertised in Manchester | 87.26% | 92.22% | 88.59% |
| Number of daily rates quoted | 920 | 1,291 | 1,817 |
| 10th Percentile | £313 | £313 | £253 |
| 25th Percentile | £406 | £413 | £394 |
| Median daily rate (50th Percentile) | £500 | £500 | £480 |
| Median % change year-on-year | - | +4.17% | +9.71% |
| 75th Percentile | £588 | £594 | £575 |
| 90th Percentile | £694 | £675 | £663 |
| North West median daily rate | £500 | £500 | £475 |
| % change year-on-year | - | +5.26% | +11.76% |
| Number of hourly rates quoted | 71 | 66 | 46 |
| 10th Percentile | £12.40 | £16.85 | £11.36 |
| 25th Percentile | £13.50 | £20.00 | £11.75 |
| Median hourly rate | £24.19 | £37.30 | £14.75 |
| Median % change year-on-year | -35.15% | +152.88% | -6.35% |
| 75th Percentile | £57.50 | £48.44 | £22.46 |
| 90th Percentile | £72.50 | £70.00 | £34.38 |
| North West median hourly rate | £21.00 | £35.00 | £20.75 |
| % change year-on-year | -40.00% | +68.72% | +19.02% |
Data Munging
Job Vacancy Trend in Manchester
Job postings citing Data Munging as a proportion of all IT jobs advertised in Manchester.
Data Munging
Contractor Daily Rate Trend in Manchester
3-month moving average daily rate quoted in jobs citing Data Munging in Manchester.
Data Munging
Co-occurring Skills and Capabilities in Manchester 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: