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The following table provides summary statistics for contract job vacancies advertised in England with a requirement for NumPy skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited NumPy over the 6 months to 25 January 2020 with a comparison to the same period in the previous 2 years.
Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.
| NumPy |
|
|
6 months to
25 Jan 2020 |
Same period 2019 |
Same period 2018 |
| Rank |
540 |
571 |
716 |
| Rank change year-on-year |
+31 |
+145 |
+63 |
| Contract jobs citing NumPy |
182 |
289 |
142 |
| As % of all contract IT jobs advertised in England |
0.28% |
0.32% |
0.15% |
| As % of the Libraries, Frameworks & Software Standards category |
0.92% |
0.92% |
0.47% |
| Number of daily rates quoted |
138 |
209 |
88 |
| England median daily rate |
£591 |
£525 |
£525 |
| Median daily rate % change year-on-year |
+12.62% |
- |
+5.00% |
| 10th Percentile |
£475 |
£418 |
£338 |
| 90th Percentile |
£781 |
£655 |
£733 |
| UK median daily rate |
£591 |
£550 |
£525 |
| % change year-on-year |
+7.50% |
+4.76% |
+5.00% |
| Number of hourly rates quoted |
1 |
2 |
5 |
| England median hourly rate |
£45.00 |
£45.00 |
£8.00 |
| Median hourly rate % change year-on-year |
- |
+462.50% |
-80.49% |
| UK median hourly rate |
£45.00 |
£45.00 |
£8.00 |
| % change year-on-year |
- |
+462.50% |
-80.49% |
NumPy is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in England with a requirement for technical specification, industry standards, software libraries and framework skills.
| All Software Libraries and Frameworks England |
| Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills |
19,733 |
31,474 |
30,031 |
| As % of all contract IT jobs advertised in England |
30.31% |
34.50% |
32.43% |
| Number of daily rates quoted |
13,757 |
22,369 |
21,637 |
| England median daily rate |
£500 |
£496 |
£475 |
| Median daily rate % change year-on-year |
+0.81% |
+4.42% |
+11.76% |
| 10th Percentile |
£331 |
£325 |
£313 |
| 90th Percentile |
£650 |
£638 |
£630 |
| UK median daily rate |
£490 |
£480 |
£463 |
| % change year-on-year |
+2.08% |
+3.78% |
+8.82% |
| Number of hourly rates quoted |
220 |
266 |
326 |
| England median hourly rate |
£43.25 |
£41.50 |
£40.00 |
| Median hourly rate % change year-on-year |
+4.22% |
+3.75% |
- |
| 10th Percentile |
£20.42 |
£19.13 |
£18.00 |
| 90th Percentile |
£78.75 |
£58.75 |
£52.50 |
| UK median hourly rate |
£43.00 |
£41.52 |
£40.00 |
| % change year-on-year |
+3.58% |
+3.79% |
- |
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NumPy
Job Vacancy Trend in England
Job postings citing NumPy as a percentage of all IT jobs advertised in England.
NumPy
Contractor Daily Rate Trend in England
This chart provides the 3-month moving average for daily rates quoted in contract jobs citing NumPy in England.
NumPy
Contractor Daily Rate Histogram in England
The daily rate distribution of IT jobs citing NumPy in England over the 6 months to 25 January 2020.
NumPy
Contractor Hourly Rate Trend in England
This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing NumPy in England.
NumPy
Contract Job Locations in England
The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing NumPy within the England region over the 6 months to 25 January 2020. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.
For the 6 months to 25 January 2020, IT contractor jobs citing NumPy also mentioned the following skills in order of popularity.
The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the England region with a requirement for NumPy.
NumPy
Co-occurring IT Skills in England by Category
The follow tables expand on the table above by listing co-occurrences grouped by category.
The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:
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