NumPy
South East > Middlesex
The table below provides summary statistics and contractor rates for jobs advertised in Middlesex requiring NumPy skills. It covers contract job vacancies from the 6 months leading up to 25 January 2026, with comparisons to the same periods in the previous two years.
| 6 months to 25 Jan 2026 |
Same period 2025 | Same period 2024 | |
|---|---|---|---|
| Rank | 7 | - | - |
| Rank change year-on-year | - | - | - |
| Contract jobs citing NumPy | 1 | 0 | 0 |
| As % of all contract jobs in Middlesex | 5.88% | - | - |
| As % of the Libraries, Frameworks & Software Standards category | 100.00% | - | - |
| Number of daily rates quoted | 1 | 0 | 0 |
| 10th Percentile | - | - | - |
| 25th Percentile | £463 | - | - |
| Median daily rate (50th Percentile) | £475 | - | - |
| 75th Percentile | £488 | - | - |
| 90th Percentile | - | - | - |
| South East median daily rate | £500 | - | £700 |
| % change year-on-year | - | - | -30.00% |
All Software Libraries and Frameworks
Middlesex
NumPy 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 Middlesex.
| Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills | 1 | 3 | 17 |
| As % of all contract IT jobs advertised in Middlesex | 5.88% | 75.00% | 62.96% |
| Number of daily rates quoted | 1 | 3 | 5 |
| 10th Percentile | - | £420 | - |
| 25th Percentile | £463 | £450 | - |
| Median daily rate (50th Percentile) | £475 | £500 | £450 |
| Median % change year-on-year | -5.00% | +11.11% | -55.00% |
| 75th Percentile | £488 | £625 | - |
| 90th Percentile | - | £700 | - |
| South East median daily rate | £500 | £525 | £515 |
| % change year-on-year | -4.76% | +1.94% | -6.36% |
| Number of hourly rates quoted | 0 | 0 | 1 |
| 10th Percentile | - | - | - |
| 25th Percentile | - | - | £71.25 |
| Median hourly rate | - | - | £72.50 |
| 75th Percentile | - | - | £73.75 |
| 90th Percentile | - | - | - |
| South East median hourly rate | £50.00 | £62.50 | £62.00 |
| % change year-on-year | -20.00% | +0.81% | -4.62% |
NumPy
Job Vacancy Trend in Middlesex
Historical trend showing the proportion of contract IT job postings citing NumPy relative to all contract IT jobs advertised in Middlesex.
NumPy
Daily Rate Trend in Middlesex
Contractor daily rate distribution trend for jobs in Middlesex citing NumPy.
NumPy
Co-Occurring Skills & Capabilities in Middlesex 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: