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 27 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Jun 2016
Same period 2015 Same period 2014
NumPy
Rank 427 - 483
Rank change year-on-year
- 0
Permanent jobs citing NumPy 8 0 1
As % of all permanent IT jobs located in the South East 0.043% - 0.004%
As % of the Libraries, Frameworks & Software Standards category 0.11% - 0.011%
Number of salaries quoted 5 0 1
Median salary £27,500 - £42,500
UK excluding London median salary £37,000 £29,000 £42,500
% change year-on-year
+27.58% -31.76%
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
7339 7683 8972
As % of all permanent IT jobs located in the South East 39.86% 36.52% 38.25%
Number of salaries quoted 6573 6632 7883
Median salary £42,500 £42,500 £41,500
Median salary % change year-on-year
- +2.40%
90% offered a salary of more than £30,000 £30,000 £28,500
10% offered a salary of more than £57,500 £55,000 £60,000
UK excluding London median salary £40,000 £40,000 £40,000

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
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NumPy within the South East region over the 3 months to 27 June 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Hampshire - 3 £27,500 - 1
Oxfordshire - 3 - - 1
Buckinghamshire - 2 £25,000 -
NumPy
England

NumPy
Top 30 Related IT Skills in the South East

For the 6 months to 27 June 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 12 (100.00%) Python
1 12 (100.00%) Pandas
2 9 (75.00%) Agile Software Development
3 8 (66.67%) Data Analysis
3 8 (66.67%) C++
3 8 (66.67%) Java
3 8 (66.67%) Django
3 8 (66.67%) Git (software)
4 7 (58.33%) Open Source
4 7 (58.33%) OO
4 7 (58.33%) Signal Processing
4 7 (58.33%) Degree
5 6 (50.00%) Finance
5 6 (50.00%) TDD
5 6 (50.00%) JavaScript
5 6 (50.00%) CSS
5 6 (50.00%) Computer Science
5 6 (50.00%) Celery
6 5 (41.67%) Unit Testing
6 5 (41.67%) SciPy
6 5 (41.67%) Algorithms
6 5 (41.67%) Software Engineering
7 4 (33.33%) PostgreSQL
7 4 (33.33%) OOP
7 4 (33.33%) OOD
7 4 (33.33%) PHP
7 4 (33.33%) SQL
7 4 (33.33%) C#
7 4 (33.33%) Flask
7 4 (33.33%) Machine Learning

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:

Application Platforms
1 1 (8.33%) IPython
Database & Business Intelligence
1 4 (33.33%) PostgreSQL
2 3 (25.00%) KDB
2 3 (25.00%) MongoDB
3 1 (8.33%) Big Data
Development Applications
1 8 (66.67%) Git (software)
2 3 (25.00%) Maven
General
1 6 (50.00%) Finance
2 2 (16.67%) Banking
2 2 (16.67%) Telecoms
Job Titles
1 8 (66.67%) Developer
2 4 (33.33%) Software Developer
3 3 (25.00%) Technologist
4 2 (16.67%) Front End Developer (Client-Side Developer)
4 2 (16.67%) Junior
4 2 (16.67%) Junior Developer
4 2 (16.67%) Junior Python Developer
4 2 (16.67%) Python Developer
5 1 (8.33%) Data Scientist
5 1 (8.33%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 12 (100.00%) Pandas
2 8 (66.67%) Django
3 6 (50.00%) Celery
3 6 (50.00%) CSS
4 5 (41.67%) SciPy
5 4 (33.33%) Flask
5 4 (33.33%) jQuery
6 3 (25.00%) AngularJS
6 3 (25.00%) Esper
6 3 (25.00%) Natural Language Processing
6 3 (25.00%) Pyramid
7 2 (16.67%) HTML
7 2 (16.67%) REST
7 2 (16.67%) RESTful
7 2 (16.67%) Web Services
Miscellaneous
1 6 (50.00%) Computer Science
2 5 (41.67%) Algorithms
3 3 (25.00%) Hedge funds
3 3 (25.00%) Mathematics
3 3 (25.00%) Physics
3 3 (25.00%) Statistics
3 3 (25.00%) Visualisation
4 1 (8.33%) Artificial Intelligence
Operating Systems
1 3 (25.00%) Linux
Processes & Methodologies
1 9 (75.00%) Agile Software Development
2 8 (66.67%) Data Analysis
3 7 (58.33%) OO
3 7 (58.33%) Open Source
3 7 (58.33%) Signal Processing
4 6 (50.00%) TDD
5 5 (41.67%) Software Engineering
5 5 (41.67%) Unit Testing
6 4 (33.33%) Machine Learning
6 4 (33.33%) OOD
6 4 (33.33%) OOP
7 3 (25.00%) Analytics
7 3 (25.00%) Continuous Integration
7 3 (25.00%) Data Acquisition
7 3 (25.00%) Refactoring
8 2 (16.67%) Front End Development
8 2 (16.67%) Web Application Development
8 2 (16.67%) Web Development
9 1 (8.33%) Behavioural Targeting
9 1 (8.33%) Data Protection
Programming Languages
1 12 (100.00%) Python
2 8 (66.67%) C++
2 8 (66.67%) Java
3 6 (50.00%) JavaScript
4 4 (33.33%) C#
4 4 (33.33%) PHP
4 4 (33.33%) SQL
5 3 (25.00%) C
6 1 (8.33%) MATLAB
Qualifications
1 7 (58.33%) Degree
Vendors
1 3 (25.00%) Oracle
Bagshot, Surrey
Stafford-Sharp Associates
Salary: £60000 - £70000 per annum + Share options
Posted: 3 days ago
Oxford, Oxfordshire
Opus Recruitment Solutions Ltd
Salary: £36000 per annum, Benefits 12 Months Fixed Term Contract
Posted: 6 days ago