PySpark - Spark Python API
East of England > Hertfordshire
The table below provides summary statistics and contractor rates for jobs advertised in Hertfordshire requiring PySpark skills. It covers contract job vacancies from the 6 months leading up to 20 November 2025, with comparisons to the same periods in the previous two years.
| 6 months to 20 Nov 2025 |
Same period 2024 | Same period 2023 | |
|---|---|---|---|
| Rank | - | - | 74 |
| Rank change year-on-year | - | - | +1 |
| Contract jobs citing PySpark | 0 | 0 | 2 |
| As % of all contract jobs in Hertfordshire | - | - | 0.27% |
| As % of the Libraries, Frameworks & Software Standards category | - | - | 3.57% |
| Number of daily rates quoted | 0 | 0 | 1 |
| Median daily rate (50th Percentile) | - | - | £775 |
| Median % change year-on-year | - | - | +72.22% |
| East of England median daily rate | £488 | £318 | £775 |
| % change year-on-year | +53.30% | -58.97% | +72.22% |
All Software Libraries and Frameworks
Hertfordshire
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 Hertfordshire.
| Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills | 143 | 65 | 56 |
| As % of all contract IT jobs advertised in Hertfordshire | 24.61% | 14.25% | 7.47% |
| Number of daily rates quoted | 47 | 33 | 31 |
| 10th Percentile | £448 | £306 | £350 |
| 25th Percentile | £475 | £333 | £425 |
| Median daily rate (50th Percentile) | £550 | £450 | £500 |
| Median % change year-on-year | +22.22% | -10.00% | -9.09% |
| 75th Percentile | £736 | £575 | £675 |
| 90th Percentile | £825 | £600 | £750 |
| East of England median daily rate | £500 | £400 | £500 |
| % change year-on-year | +25.00% | -20.00% | -9.09% |
| Number of hourly rates quoted | 53 | 11 | 2 |
| 10th Percentile | £43.00 | £62.50 | £56.50 |
| 25th Percentile | £45.00 | - | £58.75 |
| Median hourly rate | £65.00 | £65.00 | £65.00 |
| Median % change year-on-year | - | - | -0.76% |
| 75th Percentile | £65.25 | £66.25 | £68.75 |
| 90th Percentile | £76.00 | £67.50 | £69.50 |
| East of England median hourly rate | £65.00 | £65.00 | £55.50 |
| % change year-on-year | - | +17.12% | -14.62% |
PySpark
Job Vacancy Trend in Hertfordshire
Historical trend showing the proportion of contract IT job postings citing PySpark relative to all contract IT jobs advertised in Hertfordshire.
PySpark
Daily Rate Trend in Hertfordshire
Contractor daily rate distribution trend for jobs in Hertfordshire citing PySpark.
