The first table below looks at the demand for NumPy skills in IT jobs advertised for the North West region. Included is a guide to the average salaries offered in IT jobs that have cited NumPy over the 3 months to 22 July 2014 with a comparison to the same period in the previous 2 years. The second table is for comparison and provides aggregates for all of the Libraries, Frameworks & Software Standards category for the North West region.

Location
3 months to
22 Jul 2014
Same period 2013 Same period 2012
NumPy
Rank - - -
Permanent jobs citing NumPy 0 0 0
As % of all permanent IT jobs located in the North West - - -
As % of the Libraries, Frameworks & Software Standards category - - -
Number of salaries quoted 0 0 0
Average salary - - -
UK excluding London average salary £42,500 - -
Libraries, Frameworks & Software Standards Category
North West
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
3061 3502 3541
As % of all permanent IT jobs located in the North West 43.99% 47.85% 47.48%
Number of salaries quoted 2569 3127 3255
Average salary £37,500 £35,000 £35,000
Average salary % change year-on-year
+7.14% -
90% offered a salary of more than £26,500 £25,000 £25,000
10% offered a salary of more than £50,000 £47,000 £45,000
UK excluding London average salary £40,000 £37,500 £37,500
% change year-on-year
+6.66% -
NumPy
England

NumPy
Jobs Demand Trend in the North West

This chart provides a 3-month moving total of permanent IT jobs citing NumPy across the North West region as a proportion of the total demand within the Libraries, Frameworks & Software Standards category.

NumPy Jobs Demand Trend in the North West

NumPy
Salary Trend in the North West

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing NumPy across the North West region.

NumPy Salary Trend in the North West

NumPy
Top 6 Related IT Skills in the North West

For the 6 months to 22 July 2014, IT jobs across the North West region citing NumPy also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited NumPy.

1 1 (100.00%) Python
1 1 (100.00%) Neural Network
1 1 (100.00%) Mathematics
1 1 (100.00%) SciPy
1 1 (100.00%) Signal Processing
1 1 (100.00%) Matplotlib

NumPy
Top Related IT Skills in the North West by Category

For the 6 months to 22 July 2014, IT jobs across the North West region citing NumPy also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited NumPy. Up to 20 skills are shown per category.

Libraries, Frameworks & Software Standards
1 1 (100.00%) SciPy
1 1 (100.00%) Matplotlib
Miscellaneous
1 1 (100.00%) Neural Network
1 1 (100.00%) Mathematics
Processes & Methodologies
1 1 (100.00%) Signal Processing
Programming Languages
1 1 (100.00%) Python