PySpark - Spark Python API
Northamptonshire > Northampton
The table below provides summary statistics and salary benchmarking for jobs advertised in Northampton requiring PySpark skills. It covers permanent job vacancies from the 6 months leading up to 3 November 2025, with comparisons to the same periods in the previous two years.
| 6 months to 3 Nov 2025 |
Same period 2024 | Same period 2023 | |
|---|---|---|---|
| Rank | 29 | - | - |
| Rank change year-on-year | - | - | - |
| Permanent jobs citing PySpark | 2 | 0 | 0 |
| As % of all permanent jobs in Northampton | 1.09% | - | - |
| As % of the Libraries, Frameworks & Software Standards category | 10.53% | - | - |
| Number of salaries quoted | 1 | 0 | 0 |
| 10th Percentile | - | - | - |
| 25th Percentile | £77,500 | - | - |
| Median annual salary (50th Percentile) | £80,000 | - | - |
| 75th Percentile | £82,500 | - | - |
| 90th Percentile | - | - | - |
| Northamptonshire median annual salary | £80,000 | - | - |
All Software Libraries and Frameworks
Northampton
PySpark falls under the Software Libraries and Frameworks category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring technical specification, industry standards, software libraries and framework skills in Northampton.
| Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills | 19 | 42 | 43 |
| As % of all permanent jobs advertised in Northampton | 10.33% | 10.29% | 20.87% |
| Number of salaries quoted | 12 | 17 | 35 |
| 10th Percentile | £56,250 | £29,950 | £33,750 |
| 25th Percentile | £56,438 | £38,500 | £36,875 |
| Median annual salary (50th Percentile) | £66,250 | £47,500 | £55,000 |
| Median % change year-on-year | +39.47% | -13.64% | +15.79% |
| 75th Percentile | £80,813 | £51,250 | £74,375 |
| 90th Percentile | £82,500 | £54,250 | £87,500 |
| Northamptonshire median annual salary | £57,500 | £46,250 | £65,000 |
| % change year-on-year | +24.32% | -28.85% | +36.84% |
PySpark
Job Vacancy Trend in Northampton
Historical trend showing the proportion of permanent IT job postings citing PySpark relative to all permanent IT jobs advertised in Northampton.
PySpark
Co-Occurring Skills & Capabilities in Northampton 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: