NumPy
West Yorkshire > Leeds
The table below provides summary statistics and salary benchmarking for jobs advertised in Leeds requiring NumPy skills. It covers permanent job vacancies from the 6 months leading up to 20 October 2025, with comparisons to the same periods in the previous two years.
| 6 months to 20 Oct 2025 |
Same period 2024 | Same period 2023 | |
|---|---|---|---|
| Rank | 78 | - | 120 |
| Rank change year-on-year | - | - | +75 |
| Permanent jobs citing NumPy | 2 | 0 | 3 |
| As % of all permanent jobs in Leeds | 0.21% | - | 0.20% |
| As % of the Libraries, Frameworks & Software Standards category | 1.35% | - | 0.56% |
| Number of salaries quoted | 1 | 0 | 3 |
| 10th Percentile | - | - | - |
| 25th Percentile | £68,000 | - | £76,250 |
| Median annual salary (50th Percentile) | £71,000 | - | £82,500 |
| Median % change year-on-year | - | - | +11.86% |
| 75th Percentile | £74,000 | - | £88,750 |
| 90th Percentile | - | - | - |
| West Yorkshire median annual salary | £71,000 | - | £82,500 |
| % change year-on-year | - | - | +11.86% |
All Software Libraries and Frameworks
Leeds
NumPy falls under the Software Libraries and Frameworks category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring technical specification, industry standards, software libraries and framework skills in Leeds.
| Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills | 148 | 298 | 534 |
| As % of all permanent jobs advertised in Leeds | 15.31% | 20.20% | 34.74% |
| Number of salaries quoted | 122 | 229 | 399 |
| 10th Percentile | £32,625 | £31,250 | £41,250 |
| 25th Percentile | £55,487 | £44,133 | £48,250 |
| Median annual salary (50th Percentile) | £67,500 | £55,000 | £65,000 |
| Median % change year-on-year | +22.73% | -15.38% | +18.18% |
| 75th Percentile | £77,500 | £70,000 | £77,500 |
| 90th Percentile | £83,750 | £85,000 | £87,500 |
| West Yorkshire median annual salary | £65,000 | £55,000 | £65,000 |
| % change year-on-year | +18.18% | -15.38% | +18.18% |
NumPy
Job Vacancy Trend in Leeds
Historical trend showing the proportion of permanent IT job postings citing NumPy relative to all permanent IT jobs advertised in Leeds.
NumPy
Salary Trend in Leeds
Salary distribution trend for jobs in Leeds citing NumPy.
NumPy
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: