PySpark - Spark Python API
Hampshire > Portsmouth
The table below provides summary statistics for permanent job vacancies advertised in Portsmouth requiring PySpark skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited PySpark over the 6 months leading up to 1 August 2025, comparing them to the same period in the previous two years.
| 6 months to 1 Aug 2025 |
Same period 2024 | Same period 2023 | |
|---|---|---|---|
| Rank | 60 | - | 41 |
| Rank change year-on-year | - | - | - |
| Permanent jobs citing PySpark | 1 | 0 | 5 |
| As % of all permanent jobs advertised in Portsmouth | 0.21% | - | 1.75% |
| As % of the Libraries, Frameworks & Software Standards category | 1.59% | - | 5.95% |
| Number of salaries quoted | 0 | 0 | 4 |
| 10th Percentile | - | - | - |
| 25th Percentile | - | - | £43,750 |
| Median annual salary (50th Percentile) | - | - | £48,750 |
| 75th Percentile | - | - | £52,500 |
| 90th Percentile | - | - | - |
| Hampshire median annual salary | £44,250 | - | £50,000 |
| % change year-on-year | - | - | -18.37% |
All Software Libraries and Frameworks
Portsmouth
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 Portsmouth.
| Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills | 63 | 94 | 84 |
| As % of all permanent jobs advertised in Portsmouth | 13.29% | 17.41% | 29.37% |
| Number of salaries quoted | 54 | 84 | 67 |
| 10th Percentile | £44,000 | £28,500 | £43,750 |
| 25th Percentile | £53,775 | £45,000 | £48,750 |
| Median annual salary (50th Percentile) | £76,250 | £60,000 | £65,000 |
| Median % change year-on-year | +27.08% | -7.69% | +13.04% |
| 75th Percentile | £78,750 | £68,750 | £75,000 |
| 90th Percentile | £85,700 | £82,500 | £79,000 |
| Hampshire median annual salary | £60,000 | £58,000 | £55,000 |
| % change year-on-year | +3.45% | +5.45% | - |
PySpark
Job Vacancy Trend in Portsmouth
Job postings citing PySpark as a proportion of all IT jobs advertised in Portsmouth.
PySpark
Salary Trend in Portsmouth
3-month moving average salary quoted in jobs citing PySpark in Portsmouth.
PySpark
Co-occurring Skills and Capabilities in Portsmouth 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: