PySpark - Spark Python API
Nottinghamshire > Nottingham
The table below provides summary statistics and salary benchmarking for jobs advertised in Nottingham requiring PySpark skills. It covers permanent job vacancies from the 6 months leading up to 14 December 2025, with comparisons to the same periods in the previous two years.
| 6 months to 14 Dec 2025 |
Same period 2024 | Same period 2023 | |
|---|---|---|---|
| Rank | 51 | - | - |
| Rank change year-on-year | - | - | - |
| Permanent jobs citing PySpark | 5 | 0 | 0 |
| As % of all permanent jobs in Nottingham | 0.92% | - | - |
| As % of the Libraries, Frameworks & Software Standards category | 7.14% | - | - |
| Number of salaries quoted | 3 | 0 | 0 |
| Median annual salary (50th Percentile) | £100,000 | - | - |
| Nottinghamshire median annual salary | £100,000 | - | - |
All Software Libraries and Frameworks
Nottingham
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 Nottingham.
| Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills | 70 | 162 | 86 |
| As % of all permanent jobs advertised in Nottingham | 12.89% | 28.27% | 34.96% |
| Number of salaries quoted | 55 | 97 | 75 |
| 10th Percentile | £45,750 | £41,250 | £40,800 |
| 25th Percentile | £58,750 | £50,000 | £47,500 |
| Median annual salary (50th Percentile) | £75,000 | £60,000 | £60,000 |
| Median % change year-on-year | +25.00% | - | - |
| 75th Percentile | £82,500 | £71,250 | £72,500 |
| 90th Percentile | - | £81,750 | £81,250 |
| Nottinghamshire median annual salary | £72,500 | £55,000 | £60,000 |
| % change year-on-year | +31.82% | -8.33% | - |
PySpark
Job Vacancy Trend in Nottingham
Historical trend showing the proportion of permanent IT job postings citing PySpark relative to all permanent IT jobs advertised in Nottingham.
PySpark
Salary Trend in Nottingham
Salary distribution trend for jobs in Nottingham citing PySpark.
PySpark
Co-Occurring Skills & Capabilities in Nottingham 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: