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 23 May 2013 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 Application Development category for the North West region.

Location
3 months to
23 May 2013
Same period 2012 Same period 2011
NumPy
Rank - - -
Permanent jobs citing NumPy 0 0 0
As % of all permanent IT jobs located in the North West - - -
As % of the Application Development category - - -
Number of salaries quoted 0 0 0
Average salary - - -
UK excluding London average salary - - -
All Application Development
North West
Permanent IT job ads with a match in the
Application Development category
3528 3497 3083
As % of all permanent IT jobs located in the North West 49.37% 49.14% 44.14%
Number of salaries quoted 3140 3164 2822
Average salary £34,000 £33,500 £34,000
Average salary % change year-on-year
+1.49% -1.47%
90% offered a salary of more than £25,000 £24,500 £24,000
10% offered a salary of more than £45,000 £47,500 £45,000
UK excluding London average salary £37,500 £37,500 £35,000
% change year-on-year
- +7.14%
NumPy
England

NumPy
Jobs Demand Trend

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 Application Development category.

North West NumPy Jobs Demand Trend

NumPy
Salary Trend

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

North West NumPy Salary Trend

NumPy
Top 12 Related IT Skills

For the 6 months to 23 May 2013, 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 2 (100.00%) Python
1 2 (100.00%) MATLAB
1 2 (100.00%) Pharmaceutical
1 2 (100.00%) Neural Network
1 2 (100.00%) Bioinformatics
1 2 (100.00%) Statistics
1 2 (100.00%) Mathematics
1 2 (100.00%) Biology
1 2 (100.00%) SciPy
1 2 (100.00%) R
1 2 (100.00%) Machine Learning
1 2 (100.00%) Statistical Modelling

NumPy
Top Related IT Skills by Category

For the 6 months to 23 May 2013, 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.

Application Development
1 2 (100.00%) SciPy
General
1 2 (100.00%) Pharmaceutical
Miscellaneous
1 2 (100.00%) Neural Network
1 2 (100.00%) Statistics
1 2 (100.00%) Mathematics
1 2 (100.00%) Biology
1 2 (100.00%) Machine Learning
Processes & Methodologies
1 2 (100.00%) Bioinformatics
1 2 (100.00%) Statistical Modelling
Programming Languages
1 2 (100.00%) Python
1 2 (100.00%) MATLAB
1 2 (100.00%) R