NumPy
England > North West
The table below provides summary statistics for contract job vacancies advertised in the North West requiring NumPy skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited NumPy over the 6 months leading up to 10 June 2024, comparing them to the same period in the previous two years.
| 6 months to 10 Jun 2024 |
Same period 2023 | Same period 2022 | |
|---|---|---|---|
| Rank | - | - | 176 |
| Rank change year-on-year | - | - | - |
| Contract jobs citing NumPy | 0 | 0 | 6 |
| As % of all contract jobs advertised in the North West | - | - | 0.15% |
| As % of the Libraries, Frameworks & Software Standards category | - | - | 0.61% |
| Number of daily rates quoted | 0 | 0 | 5 |
| 10th Percentile | - | - | £683 |
| 25th Percentile | - | - | - |
| Median daily rate (50th Percentile) | - | - | £750 |
| 75th Percentile | - | - | - |
| 90th Percentile | - | - | £780 |
| England median daily rate | £800 | £700 | £600 |
| % change year-on-year | +14.29% | +16.67% | +9.09% |
All Software Libraries and Frameworks
North West
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 the North West.
| Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills | 495 | 550 | 983 |
| As % of all contract IT jobs advertised in the North West | 17.69% | 18.25% | 24.36% |
| Number of daily rates quoted | 351 | 436 | 722 |
| 10th Percentile | £350 | £344 | £363 |
| 25th Percentile | £425 | £413 | £413 |
| Median daily rate (50th Percentile) | £500 | £500 | £525 |
| Median % change year-on-year | - | -4.76% | +23.53% |
| 75th Percentile | £600 | £575 | £588 |
| 90th Percentile | £750 | £650 | £650 |
| England median daily rate | £550 | £550 | £575 |
| % change year-on-year | - | -4.35% | +15.00% |
| Number of hourly rates quoted | 20 | 3 | 31 |
| 10th Percentile | £37.63 | £37.76 | £14.25 |
| 25th Percentile | £45.88 | £37.77 | £29.63 |
| Median hourly rate | £48.43 | £40.59 | £70.00 |
| Median % change year-on-year | +19.32% | -42.01% | +118.75% |
| 75th Percentile | £72.03 | £44.78 | £77.50 |
| 90th Percentile | £75.15 | £45.62 | £81.00 |
| England median hourly rate | £48.97 | £65.00 | £52.75 |
| % change year-on-year | -24.67% | +23.22% | +14.67% |
NumPy
Job Vacancy Trend in the North West
Job postings citing NumPy as a proportion of all IT jobs advertised in the North West.
NumPy
Contractor Daily Rate Trend in the North West
3-month moving average daily rate quoted in jobs citing NumPy in the North West.