PySpark - Spark Python API
South Wales > Cardiff
The table below provides summary statistics and contractor rates for jobs advertised in Cardiff requiring PySpark skills. It covers contract job vacancies from the 6 months leading up to 28 February 2026, with comparisons to the same periods in the previous two years.
| 6 months to 28 Feb 2026 |
Same period 2025 | Same period 2024 | |
|---|---|---|---|
| Rank | 28 | - | - |
| Rank change year-on-year | - | - | - |
| Contract jobs citing PySpark | 5 | 0 | 0 |
| As % of all contract jobs in Cardiff | 1.96% | - | - |
| As % of the Libraries, Frameworks & Software Standards category | 10.64% | - | - |
| Number of daily rates quoted | 4 | 0 | 0 |
| 10th Percentile | £491 | - | - |
| 25th Percentile | £497 | - | - |
| Median daily rate (50th Percentile) | £600 | - | - |
| 75th Percentile | £725 | - | - |
| 90th Percentile | - | - | - |
| South Wales median daily rate | £600 | - | £330 |
| % change year-on-year | - | - | -14.29% |
All Software Libraries and Frameworks
Cardiff
PySpark falls under the Software Libraries and Frameworks category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring technical specification, industry standards, software libraries and framework skills in Cardiff.
| Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills | 47 | 31 | 72 |
| As % of all contract IT jobs advertised in Cardiff | 18.43% | 17.13% | 30.90% |
| Number of daily rates quoted | 42 | 23 | 65 |
| 10th Percentile | £253 | £199 | £210 |
| 25th Percentile | £305 | £369 | £363 |
| Median daily rate (50th Percentile) | £418 | £520 | £425 |
| Median % change year-on-year | -19.71% | +22.35% | -12.82% |
| 75th Percentile | £507 | £550 | £531 |
| 90th Percentile | £608 | £579 | £551 |
| South Wales median daily rate | £425 | £523 | £425 |
| % change year-on-year | -18.66% | +22.94% | -19.05% |
PySpark
Job Vacancy Trend in Cardiff
Historical trend showing the proportion of contract IT job postings citing PySpark relative to all contract IT jobs advertised in Cardiff.
PySpark
Daily Rate Trend in Cardiff
Contractor daily rate distribution trend for jobs in Cardiff citing PySpark.
PySpark
Daily Rate Histogram in Cardiff
Daily rate distribution for jobs citing PySpark in Cardiff over the 6 months to 28 February 2026.
PySpark
Co-Occurring Skills & Capabilities in Cardiff by Category
The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category: