The table below looks at the statistics for NumPy skills in IT jobs advertised for the South East region. Included is a guide to the salaries offered in IT jobs that have cited NumPy over the 3 months to 26 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Sep 2016
Same period 2015 Same period 2014
NumPy
Rank - 458 477
Permanent jobs citing NumPy 0 2 4
As % of all permanent IT jobs located in the South East - 0.010% 0.018%
As % of the Libraries, Frameworks & Software Standards category - 0.025% 0.050%
Number of salaries quoted 0 2 3
Median salary - £47,500 £47,500
UK excluding London median salary £45,000 £35,000 £47,500
% change year-on-year
+28.57% -26.31%
NumPy
England

The following table is for comparison with the above and provides statistics for the entire Libraries, Frameworks & Software Standards category in permanent jobs advertised in the South East region.

Libraries, Frameworks & Software Standards Category
South East
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
6685 8021 7992
As % of all permanent IT jobs located in the South East 38.05% 38.43% 36.35%
Number of salaries quoted 5864 6997 6771
Median salary £45,000 £42,500 £40,000
Median salary % change year-on-year
+5.88% +6.25%
90% offered a salary of more than £32,500 £30,000 £28,000
10% offered a salary of more than £58,000 £55,000 £57,500
UK excluding London median salary £41,500 £40,000 £40,000
% change year-on-year
+3.75% -

NumPy
Jobs Demand Trend in the South East

The demand trend of job ads across the South East region citing NumPy as a proportion of all IT jobs with a match in the Libraries, Frameworks & Software Standards category.

NumPy Jobs Demand Trend in the South East

NumPy
Salary Trend in the South East

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

NumPy Salary Trend in the South East

NumPy
Top 30 Related IT Skills in the South East

For the 6 months to 26 September 2016, IT jobs citing NumPy also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the South East region with a requirement for NumPy.

1 8 (100.00%) Python
1 8 (100.00%) Pandas
2 6 (75.00%) Open Source
2 6 (75.00%) Signal Processing
2 6 (75.00%) C++
2 6 (75.00%) Java
2 6 (75.00%) Agile Software Development
2 6 (75.00%) Data Analysis
2 6 (75.00%) OO
3 5 (62.50%) Degree
3 5 (62.50%) Software Engineering
3 5 (62.50%) Git (software)
3 5 (62.50%) Django
3 5 (62.50%) Algorithms
3 5 (62.50%) Celery
4 3 (37.50%) Data Acquisition
4 3 (37.50%) Computational Linguistics
4 3 (37.50%) Statistical Computing
4 3 (37.50%) Esper
4 3 (37.50%) Flask
4 3 (37.50%) Pyramid
4 3 (37.50%) jQuery
4 3 (37.50%) Unit Testing
4 3 (37.50%) Continuous Integration
4 3 (37.50%) KDB
4 3 (37.50%) Hedge funds
4 3 (37.50%) SciPy
4 3 (37.50%) MongoDB
4 3 (37.50%) Visualisation
4 3 (37.50%) Natural Language Processing

NumPy
Top Related IT Skills in the South East 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:

Database & Business Intelligence
1 3 (37.50%) KDB
1 3 (37.50%) MongoDB
1 3 (37.50%) PostgreSQL
Development Applications
1 5 (62.50%) Git (software)
2 3 (37.50%) Maven
General
1 3 (37.50%) Finance
Job Titles
1 5 (62.50%) Developer
2 3 (37.50%) Software Developer
2 3 (37.50%) Technologist
3 2 (25.00%) Junior
3 2 (25.00%) Junior Developer
3 2 (25.00%) Junior Python Developer
3 2 (25.00%) Python Developer
Libraries, Frameworks & Software Standards
1 8 (100.00%) Pandas
2 5 (62.50%) Celery
2 5 (62.50%) Django
3 3 (37.50%) AngularJS
3 3 (37.50%) CSS
3 3 (37.50%) Esper
3 3 (37.50%) Flask
3 3 (37.50%) jQuery
3 3 (37.50%) Natural Language Processing
3 3 (37.50%) Pyramid
3 3 (37.50%) SciPy
4 2 (25.00%) REST
Miscellaneous
1 5 (62.50%) Algorithms
2 3 (37.50%) Computer Science
2 3 (37.50%) Hedge funds
2 3 (37.50%) Mathematics
2 3 (37.50%) Physics
2 3 (37.50%) Statistics
2 3 (37.50%) Visualisation
Operating Systems
1 3 (37.50%) Linux
Processes & Methodologies
1 6 (75.00%) Agile Software Development
1 6 (75.00%) Data Analysis
1 6 (75.00%) OO
1 6 (75.00%) Open Source
1 6 (75.00%) Signal Processing
2 5 (62.50%) Software Engineering
3 3 (37.50%) Computational Linguistics
3 3 (37.50%) Continuous Integration
3 3 (37.50%) Data Acquisition
3 3 (37.50%) Machine Learning
3 3 (37.50%) OOD
3 3 (37.50%) OOP
3 3 (37.50%) Refactoring
3 3 (37.50%) Statistical Computing
3 3 (37.50%) TDD
3 3 (37.50%) Unit Testing
4 2 (25.00%) Analytics
4 2 (25.00%) Web Application Development
Programming Languages
1 8 (100.00%) Python
2 6 (75.00%) C++
2 6 (75.00%) Java
3 3 (37.50%) C
3 3 (37.50%) C#
3 3 (37.50%) JavaScript
3 3 (37.50%) PHP
3 3 (37.50%) SQL
Qualifications
1 5 (62.50%) Degree
Vendors
1 3 (37.50%) Oracle
Oxford, Oxfordshire
X4 Group
Salary: £50k - 70k per year
Posted: 2 days ago