Data Munging (Data Wrangling)
UK > Work from Home
The table below provides summary statistics for contract job vacancies with an option to work from home (WFH) and 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 3 May 2024 with a comparison to the same period in the previous 2 years.
| 6 months to 3 May 2024 |
Same period 2023 | Same period 2022 | |
|---|---|---|---|
| Rank | 337 | 454 | 547 |
| Rank change year-on-year | +117 | +93 | -90 |
| Contract jobs citing Data Munging | 9 | 17 | 73 |
| As % of all contract jobs with a WFH option | 0.059% | 0.066% | 0.16% |
| As % of the Processes & Methodologies category | 0.067% | 0.074% | 0.18% |
| Number of daily rates quoted | 7 | 10 | 35 |
| 10th Percentile | - | £453 | £453 |
| 25th Percentile | £290 | £500 | £513 |
| Median daily rate (50th Percentile) | £350 | £525 | £608 |
| Median % change year-on-year | -33.33% | -13.58% | +31.35% |
| 75th Percentile | £438 | - | £700 |
| 90th Percentile | £591 | £538 | £750 |
| UK median daily rate | £534 | £495 | £590 |
| % change year-on-year | +7.86% | -16.14% | +18.05% |
All Process and Methodology Skills
Work from Home
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 with a WFH option and a requirement for process or methodology skills.
| Contract vacancies with a requirement for process or methodology skills | 13,390 | 22,975 | 40,674 |
| As % of all contract jobs with a WFH option | 87.90% | 89.75% | 91.15% |
| Number of daily rates quoted | 8,954 | 16,256 | 29,514 |
| 10th Percentile | £325 | £363 | £363 |
| 25th Percentile | £425 | £450 | £431 |
| Median daily rate (50th Percentile) | £525 | £540 | £525 |
| Median % change year-on-year | -2.78% | +2.86% | +8.81% |
| 75th Percentile | £638 | £650 | £625 |
| 90th Percentile | £750 | £750 | £720 |
| UK median daily rate | £525 | £550 | £530 |
| % change year-on-year | -4.55% | +3.77% | +8.72% |
| Number of hourly rates quoted | 577 | 528 | 541 |
| 10th Percentile | £15.17 | £19.00 | £13.75 |
| 25th Percentile | £25.00 | £30.54 | £20.00 |
| Median hourly rate | £43.00 | £55.00 | £35.00 |
| Median % change year-on-year | -21.82% | +57.14% | +40.00% |
| 75th Percentile | £60.00 | £68.75 | £55.00 |
| 90th Percentile | £75.25 | £80.25 | £67.50 |
| UK median hourly rate | £35.95 | £36.00 | £25.00 |
| % change year-on-year | -0.14% | +44.00% | +2.04% |
Data Munging
Trend for Jobs with a WFH Option
Job vacancies with a work from home option citing Data Munging as a proportion of all IT jobs advertised.
Data Munging
Daily Rate Trend for Jobs with a WFH Option
3-month moving average daily rate quoted in job vacancies with a work from home option citing Data Munging.
Data Munging
Daily Rate Histogram for Jobs with a WFH Option
Daily rate distribution for jobs with a work from home option citing Data Munging over the 6 months to 3 May 2024.
Data Munging
Co-occurring Skills and Capabilities with WFH Options 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: