PySpark Contract Job Trends in London
PySpark - Spark Python API
England > London
The table below provides summary statistics and contractor rates for jobs advertised in London citing PySpark skills. It covers contract job vacancies from the 6 months leading up to 15 November 2026, with comparisons to the same periods in the previous two years.
| 6 months to 15 Nov 2026 |
Same period 2025 | Same period 2024 | |
|---|---|---|---|
| Rank | 217 | 239 | 182 |
| Rank change year-on-year | +22 | -57 | +130 |
| Contract jobs citing PySpark | 286 | 145 | 214 |
| As % of all contract jobs in London | 1.42% | 1.04% | 1.36% |
| As % of the Libraries, Frameworks & Software Standards category | 5.20% | 3.46% | 4.65% |
| Number of daily rates quoted | 214 | 103 | 166 |
| 10th Percentile | £400 | £365 | £450 |
| 25th Percentile | £447 | £413 | £505 |
| Median daily rate (50th Percentile) | £550 | £500 | £625 |
| Median % change year-on-year | +10.00% | -20.00% | +8.70% |
| 75th Percentile | £698 | £611 | £825 |
| 90th Percentile | £775 | £700 | £888 |
| England median daily rate | £537 | £525 | £600 |
| % change year-on-year | +2.29% | -12.50% | +9.09% |
| Number of hourly rates quoted | 0 | 0 | 1 |
| Median hourly rate | - | - | £80.00 |
| England median hourly rate | £71.33 | - | £21.50 |
All Software Libraries and Frameworks
London
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 citing technical specification, industry standards, software libraries and framework skills in London.
| 6 months to 15 Nov 2026 |
Same period 2025 | Same period 2024 | |
|---|---|---|---|
| Contract vacancies citing technical specification, industry standards, software libraries and framework skills | 5,495 | 4,196 | 4,607 |
| As % of all contract jobs advertised in London | 27.20% | 30.09% | 29.30% |
| Number of daily rates quoted | 3,755 | 2,875 | 3,059 |
| 10th Percentile | £400 | £363 | £381 |
| 25th Percentile | £460 | £425 | £475 |
| Median daily rate (50th Percentile) | £550 | £540 | £575 |
| Median % change year-on-year | +1.85% | -6.09% | -2.13% |
| 75th Percentile | £665 | £669 | £700 |
| 90th Percentile | £750 | £775 | £825 |
| England median daily rate | £537 | £519 | £550 |
| % change year-on-year | +3.47% | -5.64% | - |
| Number of hourly rates quoted | 39 | 32 | 21 |
| 10th Percentile | £35.80 | £31.77 | £35.00 |
| 25th Percentile | £36.25 | £40.69 | £38.25 |
| Median hourly rate | £53.00 | £54.50 | £45.00 |
| Median % change year-on-year | -2.75% | +21.11% | -25.00% |
| 75th Percentile | £63.13 | £63.19 | £61.43 |
| 90th Percentile | £81.25 | £85.95 | £71.00 |
| England median hourly rate | £66.66 | £55.00 | £65.00 |
| % change year-on-year | +21.20% | -15.38% | +15.60% |
PySpark Job Vacancy Trend in London
Historical trend showing the proportion of contract IT job postings citing PySpark relative to all contract IT jobs advertised in London.
PySpark Daily Rate Trend in London
Contractor daily rate distribution trend for jobs in London citing PySpark.
PySpark Daily Rate Histogram in London
Daily rate distribution for jobs citing PySpark in London over the 6 months to 15 November 2026.
PySpark Hourly Rate Trend in London
Contractor hourly rate distribution trend for jobs in London citing PySpark.
PySpark Contract Job Locations in London
The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing PySpark within the London region over the 6 months to 15 November 2026. 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 |
Job Ads Past 6 Months |
Median Daily Rate Past 6 Months |
Median Daily Rate % Change on Same Period Last Year |
Live Jobs |
|---|---|---|---|---|---|
| Central London | +4 | 40 | £550 | -4.35% | 19 |
| West London | -15 | 2 | £703 | +12.48% | 5 |
| PySpark England |
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PySpark Co-Occurring Skills & Capabilities in London by Category
The table below expands on the one above by listing co-occurrences one category at a time. It covers the same employment type, locality and period, with up to 20 co-occurrences in each category.
Libraries, Frameworks & Software Standards
| Rank | Skill | Share | Job Ads |
|---|---|---|---|
| 1 | Terraform | 24.1% | 69 |
| 2 | Kafka | 14.3% | 41 |
| 3 | Pandas | 8.7% | 25 |
| 3 | REST | 8.7% | 25 |
| 5 | NumPy | 7.3% | 21 |
| 6 | pytest | 4.9% | 14 |
| 7 | FastAPI | 4.5% | 13 |
| 8 | Django | 3.8% | 11 |
| 8 | Flask | 3.8% | 11 |
| 10 | Great Expectations | 2.8% | 8 |
| 10 | React | 2.8% | 8 |
| 12 | scikit-learn | 2.4% | 7 |
| 13 | .NET | 2.1% | 6 |
| 13 | PyTorch | 2.1% | 6 |
| 15 | JSON | 1.7% | 5 |
| 15 | TensorFlow | 1.7% | 5 |
| 17 | .NET Core | 1.4% | 4 |
| 17 | Playwright | 1.4% | 4 |
| 17 | RESTful | 1.4% | 4 |
| 20 | LangChain | 1.0% | 3 |