PySpark - Spark Python API
Northamptonshire > Northampton
The table below provides summary statistics and contractor rates for jobs advertised in Northampton requiring PySpark skills. It covers contract job vacancies from the 6 months leading up to 16 February 2026, with comparisons to the same periods in the previous two years.
| 6 months to 16 Feb 2026 |
Same period 2025 | Same period 2024 | |
|---|---|---|---|
| Rank | 43 | 26 | - |
| Rank change year-on-year | -17 | - | - |
| Contract jobs citing PySpark | 2 | 1 | 0 |
| As % of all contract jobs in Northampton | 0.85% | 0.87% | - |
| As % of the Libraries, Frameworks & Software Standards category | 4.65% | 3.57% | - |
| Number of daily rates quoted | 1 | 1 | 0 |
| Median daily rate (50th Percentile) | £402 | £356 | - |
| Median % change year-on-year | +12.92% | - | - |
| Northamptonshire median daily rate | £402 | £356 | - |
| % change year-on-year | +12.92% | - | - |
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 contract job vacancies requiring technical specification, industry standards, software libraries and framework skills in Northampton.
| Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills | 43 | 28 | 5 |
| As % of all contract IT jobs advertised in Northampton | 18.30% | 24.35% | 5.10% |
| Number of daily rates quoted | 40 | 27 | 5 |
| 10th Percentile | £355 | £312 | £343 |
| 25th Percentile | £393 | £340 | £389 |
| Median daily rate (50th Percentile) | £407 | £356 | £400 |
| Median % change year-on-year | +14.40% | -11.00% | +18.52% |
| 75th Percentile | £447 | £364 | £406 |
| 90th Percentile | £475 | £412 | £504 |
| Northamptonshire median daily rate | £407 | £356 | £438 |
| % change year-on-year | +14.40% | -18.63% | +32.58% |
PySpark
Job Vacancy Trend in Northampton
Historical trend showing the proportion of contract IT job postings citing PySpark relative to all contract IT jobs advertised in Northampton.
PySpark
Daily Rate Trend in Northampton
Contractor daily rate distribution trend for jobs in Northampton citing PySpark.
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: