PyArrow
West Yorkshire > Leeds
The table below provides summary statistics and contractor rates for jobs advertised in Leeds requiring PyArrow skills. It covers contract job vacancies from the 6 months leading up to 6 February 2026, with comparisons to the same periods in the previous two years.
| 6 months to 6 Feb 2026 |
Same period 2025 | Same period 2024 | |
|---|---|---|---|
| Rank | 78 | - | - |
| Rank change year-on-year | - | - | - |
| Contract jobs citing PyArrow | 1 | 0 | 0 |
| As % of all contract jobs in Leeds | 0.13% | - | - |
| As % of the Libraries, Frameworks & Software Standards category | 0.49% | - | - |
| Number of daily rates quoted | 1 | 0 | 0 |
| 10th Percentile | - | - | - |
| 25th Percentile | £463 | - | - |
| Median daily rate (50th Percentile) | £475 | - | - |
| 75th Percentile | £488 | - | - |
| 90th Percentile | - | - | - |
| West Yorkshire median daily rate | £475 | - | - |
All Software Libraries and Frameworks
Leeds
PyArrow 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 Leeds.
| Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills | 204 | 127 | 215 |
| As % of all contract IT jobs advertised in Leeds | 26.53% | 26.02% | 23.89% |
| Number of daily rates quoted | 141 | 72 | 158 |
| 10th Percentile | £363 | £405 | £368 |
| 25th Percentile | £440 | £450 | £436 |
| Median daily rate (50th Percentile) | £500 | £500 | £500 |
| Median % change year-on-year | - | - | -9.09% |
| 75th Percentile | £594 | £600 | £615 |
| 90th Percentile | £675 | £738 | £675 |
| West Yorkshire median daily rate | £500 | £500 | £500 |
| % change year-on-year | - | - | -9.09% |
| Number of hourly rates quoted | 0 | 3 | 1 |
| Median hourly rate | - | £102.00 | £62.00 |
| Median % change year-on-year | - | +64.52% | -11.43% |
| West Yorkshire median hourly rate | - | £102.00 | £44.39 |
| % change year-on-year | - | +129.78% | -36.59% |
PyArrow
Co-Occurring Skills & Capabilities in Leeds 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: