PySpark - Spark Python API
West Midlands > Birmingham
The table below provides summary statistics for permanent job vacancies advertised in Birmingham 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 5 May 2025, comparing them to the same period in the previous two years.
| 6 months to 5 May 2025 |
Same period 2024 | Same period 2023 | |
|---|---|---|---|
| Rank | 106 | 146 | 140 |
| Rank change year-on-year | +40 | -6 | +31 |
| Permanent jobs citing PySpark | 3 | 1 | 2 |
| As % of all permanent jobs advertised in Birmingham | 0.21% | 0.037% | 0.10% |
| As % of the Libraries, Frameworks & Software Standards category | 1.24% | 0.22% | 0.38% |
| Number of salaries quoted | 1 | 1 | 2 |
| 10th Percentile | - | - | - |
| 25th Percentile | £66,250 | £66,500 | £47,500 |
| Median annual salary (50th Percentile) | £67,500 | £73,000 | £50,000 |
| Median % change year-on-year | -7.53% | +46.00% | -9.09% |
| 75th Percentile | £68,750 | £79,500 | £52,500 |
| 90th Percentile | - | - | - |
| West Midlands median annual salary | £58,750 | £63,000 | £60,000 |
| % change year-on-year | -6.75% | +5.00% | +9.09% |
All Software Libraries and Frameworks
Birmingham
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 Birmingham.
| Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills | 241 | 464 | 526 |
| As % of all permanent jobs advertised in Birmingham | 16.51% | 17.02% | 26.46% |
| Number of salaries quoted | 193 | 418 | 387 |
| 10th Percentile | £38,750 | £37,500 | £42,500 |
| 25th Percentile | £47,500 | £46,500 | £50,000 |
| Median annual salary (50th Percentile) | £57,500 | £57,500 | £60,000 |
| Median % change year-on-year | - | -4.17% | +4.35% |
| 75th Percentile | £68,750 | £73,438 | £73,125 |
| 90th Percentile | £78,750 | £86,485 | £85,000 |
| West Midlands median annual salary | £57,500 | £55,000 | £57,500 |
| % change year-on-year | +4.55% | -4.35% | +4.55% |
PySpark
Job Vacancy Trend in Birmingham
Job postings citing PySpark as a proportion of all IT jobs advertised in Birmingham.
PySpark
Salary Trend in Birmingham
3-month moving average salary quoted in jobs citing PySpark in Birmingham.
PySpark
Co-occurring Skills and Capabilities in Birmingham 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: