Data Cleansing Job Trends in Swansea
Data Cleansing (Data Cleaning, Data Scrubbing)
West Wales > Swansea
The table below provides summary statistics and salary benchmarking for jobs advertised in Swansea citing Data Cleansing skills. It covers permanent job vacancies from the 6 months leading up to 30 October 2026, with comparisons to the same periods in the previous two years.
| 6 months to 30 Oct 2026 |
Same period 2025 | Same period 2024 | |
|---|---|---|---|
| Rank | 81 | - | - |
| Rank change year-on-year | - | - | - |
| Permanent jobs citing Data Cleansing | 1 | 0 | 0 |
| As % of all permanent jobs in Swansea | 0.18% | - | - |
| As % of the Processes & Methodologies category | 0.23% | - | - |
| Number of salaries quoted | 1 | 0 | 0 |
| Median annual salary (50th Percentile) | £60,000 | - | - |
| West Wales median annual salary | £60,000 | - | - |
All Process & Methodology Skills
Swansea
Data Cleansing falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies citing process or methodology skills in Swansea.
| 6 months to 30 Oct 2026 |
Same period 2025 | Same period 2024 | |
|---|---|---|---|
| Permanent vacancies citing process or methodology skills | 426 | 30 | 94 |
| As % of all permanent jobs advertised in Swansea | 78.45% | 83.33% | 80.34% |
| Number of salaries quoted | 268 | 16 | 65 |
| 10th Percentile | £31,550 | £31,250 | £30,000 |
| 25th Percentile | £39,163 | £37,050 | £33,750 |
| Median annual salary (50th Percentile) | £50,000 | £41,006 | £45,000 |
| Median % change year-on-year | +21.93% | -8.88% | -2.17% |
| 75th Percentile | £65,000 | £50,941 | £60,000 |
| 90th Percentile | £75,000 | £57,732 | £68,250 |
| West Wales median annual salary | £47,500 | £42,848 | £42,512 |
| % change year-on-year | +10.86% | +0.79% | -7.58% |
Data Cleansing Job Vacancy Trend in Swansea
Historical trend showing the proportion of permanent IT job postings citing Data Cleansing relative to all permanent IT jobs advertised in Swansea.
Data Cleansing Salary Trend in Swansea
Salary distribution trend for jobs in Swansea citing Data Cleansing.
Data Cleansing Co-Occurring Skills & Capabilities in Swansea by Category
The table below expands on the one above by listing co-occurrences one category at a time. It covers the same employment type, locality and period, with up to 20 co-occurrences in each category.
Processes & Methodologies
| Rank | Skill | Share | Job Ads |
|---|---|---|---|
| 1 | Actionable Insight | 100.0% | 1 |
| 1 | Business Intelligence | 100.0% | 1 |
| 1 | Data Analysis | 100.0% | 1 |
| 1 | Data Modelling | 100.0% | 1 |
| 1 | Data Visualisation | 100.0% | 1 |
| 1 | Decision-Making | 100.0% | 1 |
| 1 | Regression Testing | 100.0% | 1 |
| 1 | Stakeholder Management | 100.0% | 1 |
| 1 | Statistical Analysis | 100.0% | 1 |
| 1 | Statistical Modelling | 100.0% | 1 |
| 1 | Statistics | 100.0% | 1 |
| 1 | Technology Transformation | 100.0% | 1 |
| 1 | Validation | 100.0% | 1 |
| 1 | Visualisation | 100.0% | 1 |