NumPy
South East > Surrey
The table below provides summary statistics and salary benchmarking for jobs advertised in Surrey requiring NumPy skills. It covers vacancies from the 6 months leading up to 2 September 2025, with comparisons to the same periods in the previous two years.
| 6 months to 2 Sep 2025 |
Same period 2024 | Same period 2023 | |
|---|---|---|---|
| Rank | 96 | - | 102 |
| Rank change year-on-year | - | - | - |
| Permanent jobs citing NumPy | 2 | 0 | 2 |
| As % of all permanent jobs advertised in Surrey | 0.17% | - | 0.16% |
| As % of the Libraries, Frameworks & Software Standards category | 1.26% | - | 0.74% |
| Number of salaries quoted | 1 | 0 | 2 |
| 10th Percentile | - | - | - |
| 25th Percentile | - | - | £46,250 |
| Median annual salary (50th Percentile) | £50,000 | - | £47,500 |
| 75th Percentile | - | - | £48,750 |
| 90th Percentile | - | - | - |
| South East median annual salary | £50,000 | £45,000 | £68,750 |
| % change year-on-year | +11.11% | -34.55% | +1.85% |
All Software Libraries and Frameworks
Surrey
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 Surrey.
| Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills | 159 | 301 | 271 |
| As % of all permanent jobs advertised in Surrey | 13.49% | 15.66% | 22.18% |
| Number of salaries quoted | 132 | 229 | 225 |
| 10th Percentile | £40,000 | £40,000 | £35,000 |
| 25th Percentile | £46,625 | £42,500 | £51,250 |
| Median annual salary (50th Percentile) | £62,500 | £52,500 | £60,000 |
| Median % change year-on-year | +19.05% | -12.50% | - |
| 75th Percentile | £74,063 | £72,500 | £70,000 |
| 90th Percentile | £94,500 | £82,500 | £91,250 |
| South East median annual salary | £58,750 | £56,000 | £60,000 |
| % change year-on-year | +4.91% | -6.67% | +4.35% |
NumPy
Job Vacancy Trend in Surrey
Job postings citing NumPy as a proportion of all IT jobs advertised in Surrey.
NumPy
Salary Trend in Surrey
Salary distribution trend for jobs in Surrey citing NumPy.
NumPy
Job Locations in Surrey
The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NumPy within the Surrey region over the 6 months to 2 September 2025. 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 |
Matching Permanent IT Job Ads |
Median Salary Past 6 Months |
Median Salary % Change on Same Period Last Year |
Live Jobs |
|---|---|---|---|---|---|
| Guildford | - | 1 | - | - | |
| NumPy South East |
|||||
NumPy
Co-occurring Skills and Capabilities in Surrey by Category
The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories: