NumPy
East of England > Cambridgeshire
The table below provides summary statistics for contract job vacancies advertised in Cambridgeshire 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 5 May 2025, comparing them to the same period in the previous two years.
| 6 months to 5 May 2025 |
Same period 2024 | Same period 2023 | |
|---|---|---|---|
| Rank | - | 43 | - |
| Rank change year-on-year | - | - | - |
| Contract jobs citing NumPy | 0 | 9 | 0 |
| As % of all contract jobs advertised in Cambridgeshire | - | 1.82% | - |
| As % of the Libraries, Frameworks & Software Standards category | - | 11.84% | - |
| Number of daily rates quoted | 0 | 4 | 0 |
| Median daily rate (50th Percentile) | - | £458 | - |
| East of England median daily rate | £650 | £458 | - |
| % change year-on-year | +42.08% | - | - |
| Number of hourly rates quoted | 0 | 4 | 0 |
| Median hourly rate | - | £62.50 | - |
| East of England median hourly rate | - | £62.50 | - |
All Software Libraries and Frameworks
Cambridgeshire
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 Cambridgeshire.
| Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills | 35 | 76 | 70 |
| As % of all contract IT jobs advertised in Cambridgeshire | 12.73% | 15.35% | 12.01% |
| Number of daily rates quoted | 32 | 49 | 43 |
| 10th Percentile | £413 | £345 | £413 |
| 25th Percentile | £415 | £448 | £425 |
| Median daily rate (50th Percentile) | £479 | £498 | £475 |
| Median % change year-on-year | -3.77% | +4.74% | -5.00% |
| 75th Percentile | £538 | £550 | £556 |
| 90th Percentile | £664 | £638 | £600 |
| East of England median daily rate | £495 | £499 | £520 |
| % change year-on-year | -0.75% | -4.09% | +4.00% |
| Number of hourly rates quoted | 0 | 8 | 3 |
| 10th Percentile | - | - | £28.25 |
| 25th Percentile | - | £58.75 | £36.88 |
| Median hourly rate | - | £70.25 | £52.50 |
| Median % change year-on-year | - | +33.81% | +288.89% |
| 75th Percentile | - | £75.00 | £53.75 |
| 90th Percentile | - | £81.00 | - |
| East of England median hourly rate | £80.68 | £43.00 | £65.00 |
| % change year-on-year | +87.62% | -33.85% | +18.18% |
NumPy
Job Vacancy Trend in Cambridgeshire
Job postings citing NumPy as a proportion of all IT jobs advertised in Cambridgeshire.
NumPy
Contractor Daily Rate Trend in Cambridgeshire
3-month moving average daily rate quoted in jobs citing NumPy in Cambridgeshire.
NumPy
Contractor Hourly Rate Trend in Cambridgeshire
3-month moving average hourly rates quoted in jobs citing NumPy in Cambridgeshire.