PySpark - Spark Python API
South East > Hampshire
The table below provides summary statistics and contractor rates for jobs advertised in Hampshire requiring PySpark skills. It covers vacancies from the 6 months leading up to 19 September 2025, with comparisons to the same periods in the previous two years.
| 6 months to 19 Sep 2025 |
Same period 2024 | Same period 2023 | |
|---|---|---|---|
| Rank | 80 | 81 | 91 |
| Rank change year-on-year | +1 | +10 | +32 |
| Contract jobs citing PySpark | 1 | 8 | 5 |
| As % of all contract jobs advertised in Hampshire | 0.10% | 0.59% | 0.38% |
| As % of the Libraries, Frameworks & Software Standards category | 0.71% | 6.02% | 2.92% |
| Number of daily rates quoted | 1 | 1 | 5 |
| 10th Percentile | - | - | £518 |
| 25th Percentile | - | - | £525 |
| Median daily rate (50th Percentile) | £375 | £150 | £550 |
| Median % change year-on-year | +150.00% | -72.73% | -4.35% |
| 75th Percentile | - | - | £575 |
| 90th Percentile | - | - | £620 |
| South East median daily rate | £550 | £525 | £600 |
| % change year-on-year | +4.76% | -12.50% | +6.67% |
All Software Libraries and Frameworks
Hampshire
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 Hampshire.
| Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills | 140 | 133 | 171 |
| As % of all contract IT jobs advertised in Hampshire | 14.46% | 9.73% | 13.07% |
| Number of daily rates quoted | 94 | 86 | 88 |
| 10th Percentile | £376 | £350 | £415 |
| 25th Percentile | £414 | £431 | £509 |
| Median daily rate (50th Percentile) | £500 | £528 | £563 |
| Median % change year-on-year | -5.21% | -6.22% | +7.14% |
| 75th Percentile | £600 | £610 | £638 |
| 90th Percentile | £646 | £688 | £706 |
| South East median daily rate | £475 | £525 | £525 |
| % change year-on-year | -9.52% | - | -2.78% |
| Number of hourly rates quoted | 13 | 12 | 28 |
| 10th Percentile | - | - | - |
| 25th Percentile | - | - | £55.00 |
| Median hourly rate | £50.00 | £70.00 | £62.00 |
| Median % change year-on-year | -28.57% | +12.90% | -1.98% |
| 75th Percentile | £55.00 | - | £73.72 |
| 90th Percentile | £58.50 | - | £75.00 |
| South East median hourly rate | £50.00 | £61.60 | £60.00 |
| % change year-on-year | -18.83% | +2.67% | -4.25% |
PySpark
Job Vacancy Trend in Hampshire
Job postings citing PySpark as a proportion of all IT jobs advertised in Hampshire.
PySpark
Daily Rate Trend in Hampshire
Contractor daily rate distribution trend for jobs in Hampshire citing PySpark.
PySpark
Hourly Rate Trend in Hampshire
Contractor hourly rate distribution trend for jobs in Hampshire citing PySpark.
PySpark
Contract Job Locations in Hampshire
The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing PySpark within the Hampshire region over the 6 months to 19 September 2025. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.
| Location | Rank Change on Same Period Last Year |
Matching Contract IT Job Ads |
Median Daily Rate Past 6 Months |
Median Daily Rate % Change on Same Period Last Year |
Live Jobs |
|---|---|---|---|---|---|
| Basingstoke | - | 1 | £375 | - | |
| PySpark South East |
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PySpark
Co-occurring Skills and Capabilities in Hampshire 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: