PySpark - Spark Python API
West Midlands > Staffordshire
The table below provides summary statistics and contractor rates for jobs advertised in Staffordshire requiring PySpark skills. It covers contract job vacancies from the 6 months leading up to 22 April 2026, with comparisons to the same periods in the previous two years.
| 6 months to 22 Apr 2026 |
Same period 2025 | Same period 2024 | |
|---|---|---|---|
| Rank | 11 | - | - |
| Rank change year-on-year | - | - | - |
| Contract jobs citing PySpark | 6 | 0 | 0 |
| As % of all contract jobs in Staffordshire | 6.98% | - | - |
| As % of the Libraries, Frameworks & Software Standards category | 42.86% | - | - |
| Number of daily rates quoted | 4 | 0 | 0 |
| 10th Percentile | £389 | - | - |
| 25th Percentile | £400 | - | - |
| Median daily rate (50th Percentile) | £431 | - | - |
| 75th Percentile | £450 | - | - |
| 90th Percentile | - | - | - |
| West Midlands median daily rate | £493 | £495 | £600 |
| % change year-on-year | -0.51% | -17.50% | - |
All Software Libraries and Frameworks
Staffordshire
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 Staffordshire.
| Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills | 14 | 5 | 8 |
| As % of all contract IT jobs advertised in Staffordshire | 16.28% | 8.06% | 7.69% |
| Number of daily rates quoted | 10 | 4 | 8 |
| 10th Percentile | £306 | £311 | £321 |
| 25th Percentile | £344 | £441 | £325 |
| Median daily rate (50th Percentile) | £400 | £538 | £350 |
| Median % change year-on-year | -25.58% | +53.57% | -2.91% |
| 75th Percentile | £450 | £556 | £375 |
| 90th Percentile | £482 | £568 | £390 |
| West Midlands median daily rate | £500 | £513 | £500 |
| % change year-on-year | -2.44% | +2.50% | -4.76% |
PySpark
Job Vacancy Trend in Staffordshire
Historical trend showing the proportion of contract IT job postings citing PySpark relative to all contract IT jobs advertised in Staffordshire.
PySpark
Daily Rate Trend in Staffordshire
Contractor daily rate distribution trend for jobs in Staffordshire citing PySpark.
PySpark
Contract Job Locations in Staffordshire
The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing PySpark within the Staffordshire region over the 6 months to 22 April 2026. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.
| Location | Rank Change on Same Period Last Year |
Matching Contract IT Job Ads |
Median Daily Rate Past 6 Months |
Median Daily Rate % Change on Same Period Last Year |
Live Jobs |
|---|---|---|---|---|---|
| Uttoxeter | - | 3 | £450 | - | |
| Lichfield | - | 1 | - | - | |
| Stoke-on-Trent | - | 1 | £388 | - | 1 |
| PySpark West Midlands |
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PySpark
Co-Occurring Skills & Capabilities in Staffordshire 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: