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 6 August 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 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.
Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills
9,719
26,620
32,454
As % of all contract IT jobs advertised in England
30.94%
32.05%
34.65%
Number of daily rates quoted
6,567
18,748
23,105
Median daily rate
£500
£500
£475
Median daily rate % change year-on-year
-
+5.26%
+5.56%
10th Percentile
£333
£345
£325
90th Percentile
£688
£650
£638
UK median daily rate
£500
£488
£475
% change year-on-year
+2.56%
+2.63%
+5.56%
Number of hourly rates quoted
150
279
337
Median hourly rate
£35.00
£44.92
£41.50
Median hourly rate % change year-on-year
-22.08%
+8.23%
+3.75%
10th Percentile
£23.40
£18.50
£15.24
90th Percentile
£64.91
£60.00
£57.50
Median hourly rate
£35.00
£43.50
£41.00
% change year-on-year
-19.54%
+6.10%
+2.50%
NumPy Job Vacancy Trend in England
Job postings citing NumPy as a proportion of all IT jobs advertised in England.
NumPy Contractor Daily Rate Trend in England
3-month moving average daily rate quoted in jobs citing NumPy in England.
NumPy Daily Rate Histogram in England
Daily rate distribution for jobs citing NumPy in England over the 6 months to 6 August 2020.
NumPy Contractor Hourly Rate Trend in England
3-month moving average hourly rates quoted in 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 6 August 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.
Location
Rank Change on Same Period Last Year
Matching Contract IT Job Ads
Median Daily Rate Past 6 Months
Median Daily Rate % Change on Same Period Last Year
For the 6 months to 6 August 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:
