PySpark - Spark Python API
Scotland > Edinburgh
The table below provides summary statistics for permanent job vacancies advertised in Edinburgh 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 4 May 2025, comparing them to the same period in the previous two years.
| 6 months to 4 May 2025 |
Same period 2024 | Same period 2023 | |
|---|---|---|---|
| Rank | 82 | 110 | 152 |
| Rank change year-on-year | +28 | +42 | - |
| Permanent jobs citing PySpark | 11 | 3 | 2 |
| As % of all permanent jobs advertised in Edinburgh | 1.20% | 0.20% | 0.094% |
| As % of the Libraries, Frameworks & Software Standards category | 4.37% | 0.70% | 0.26% |
| Number of salaries quoted | 10 | 3 | 2 |
| 10th Percentile | £69,500 | - | - |
| 25th Percentile | £73,266 | - | £52,500 |
| Median annual salary (50th Percentile) | £77,606 | £65,000 | £60,000 |
| Median % change year-on-year | +19.39% | +8.33% | - |
| 75th Percentile | £94,912 | - | £67,500 |
| 90th Percentile | £106,250 | - | - |
| Scotland median annual salary | £77,606 | £65,000 | £67,500 |
| % change year-on-year | +19.39% | -3.70% | +56.81% |
All Software Libraries and Frameworks
Edinburgh
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 Edinburgh.
| Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills | 252 | 428 | 772 |
| As % of all permanent jobs advertised in Edinburgh | 27.42% | 28.14% | 36.23% |
| Number of salaries quoted | 180 | 300 | 456 |
| 10th Percentile | £42,500 | £45,000 | £42,500 |
| 25th Percentile | £50,000 | £53,438 | £50,704 |
| Median annual salary (50th Percentile) | £67,000 | £65,000 | £67,285 |
| Median % change year-on-year | +3.08% | -3.40% | +17.02% |
| 75th Percentile | £93,778 | £75,000 | £82,500 |
| 90th Percentile | £100,625 | £91,934 | £97,328 |
| Scotland median annual salary | £60,000 | £60,000 | £62,500 |
| % change year-on-year | - | -4.00% | +13.64% |
PySpark
Job Vacancy Trend in Edinburgh
Job postings citing PySpark as a proportion of all IT jobs advertised in Edinburgh.
PySpark
Salary Trend in Edinburgh
3-month moving average salary quoted in jobs citing PySpark in Edinburgh.
PySpark
Salary Histogram in Edinburgh
Salary distribution for jobs citing PySpark in Edinburgh over the 6 months to 4 May 2025.
PySpark
Co-occurring Skills and Capabilities in Edinburgh 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: