The table below looks at the statistics for NumPy skills in IT jobs advertised for the City of London region. Included is a guide to the average salaries offered in IT jobs that have cited NumPy over the 3 months to 28 April 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
28 Apr 2015
Same period 2014 Same period 2013
NumPy
Rank 298 338 324
Rank change year-on-year
+40 -14
Permanent jobs citing NumPy 12 8 1
As % of all permanent IT jobs located in the City of London 0.11% 0.064% 0.008%
As % of the Libraries, Frameworks & Software Standards category 0.34% 0.17% 0.022%
Number of salaries quoted 6 8 0
Average salary £60,000 £36,500 -
Average salary % change year-on-year
+64.38% -
UK excluding London average salary £29,000 £38,750 -
% change year-on-year
-25.16% -
NumPy
London

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 City of London region.

Libraries, Frameworks & Software Standards Category
City of London
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
3495 4660 4570
As % of all permanent IT jobs located in the City of London 33.18% 37.30% 38.69%
Number of salaries quoted 3021 4030 4056
Average salary £55,000 £52,500 £52,500
Average salary % change year-on-year
+4.76% -
90% offered a salary of more than £37,500 £35,000 £35,000
10% offered a salary of more than £72,500 £72,500 £75,000
UK excluding London average salary £40,000 £40,000 £37,500
% change year-on-year
- +6.66%

NumPy
Jobs Demand Trend in the City of London

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

NumPy Jobs Demand Trend in the City of London

NumPy
Salary Trend in the City of London

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

NumPy Salary Trend in the City of London

NumPy
Salary Histogram in the City of London

This chart provides a salary histogram for IT jobs citing NumPy across the City of London region over the 3 months to 28 April 2015.

NumPy Salary Histogram in the City of London

NumPy
Top 30 Related IT Skills in the City of London

For the 6 months to 28 April 2015, IT jobs across the City of London 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 18 (75.00%) Python
2 17 (70.83%) SciPy
3 16 (66.67%) Finance
3 16 (66.67%) Analytics
4 15 (62.50%) R
5 14 (58.33%) Pandas
6 10 (41.67%) Matplotlib
6 10 (41.67%) Hedge funds
7 9 (37.50%) Visualisation
7 9 (37.50%) D3.js
8 8 (33.33%) Equities
8 8 (33.33%) Agile Software Development
8 8 (33.33%) Java
8 8 (33.33%) JavaScript
9 7 (29.17%) C++
9 7 (29.17%) PhD
9 7 (29.17%) Linux
9 7 (29.17%) Front Office
9 7 (29.17%) Continuous Integration
9 7 (29.17%) Scala
9 7 (29.17%) Computer Science
10 6 (25.00%) Refactoring
10 6 (25.00%) Market Risk
10 6 (25.00%) Unit Testing
10 6 (25.00%) BDD
10 6 (25.00%) TDD
10 6 (25.00%) Software Engineering
10 6 (25.00%) Derivative
10 6 (25.00%) Web Development
10 6 (25.00%) Back Office

NumPy
Top Related IT Skills in the City of London by Category

For the 6 months to 28 April 2015, IT jobs across the City of London 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 Platforms
1 1 (4.17%) Apache Solr
1 1 (4.17%) Elasticsearch
Applications
1 6 (25.00%) Mathematica
Database & Business Intelligence
1 3 (12.50%) Spotfire
1 3 (12.50%) QlikView
2 1 (4.17%) MongoDB
2 1 (4.17%) Apache Cassandra
2 1 (4.17%) MySQL
2 1 (4.17%) Data Mining
2 1 (4.17%) PostgreSQL
Development Applications
1 2 (8.33%) Git (software)
General
1 16 (66.67%) Finance
2 7 (29.17%) Front Office
3 6 (25.00%) Back Office
4 4 (16.67%) Marketing
5 3 (12.50%) Advertising
Job Titles
1 19 (79.17%) Developer
2 10 (41.67%) Python Developer
3 6 (25.00%) Java Developer
4 3 (12.50%) Business Analyst
4 3 (12.50%) Analyst
4 3 (12.50%) Senior Business Analyst
4 3 (12.50%) Senior Analyst
4 3 (12.50%) Business Intelligence Analyst
4 3 (12.50%) Senior Business Intelligence Analyst
5 2 (8.33%) AWS Developer
5 2 (8.33%) Junior Python Developer
5 2 (8.33%) Junior
5 2 (8.33%) Junior Developer
6 1 (4.17%) Quantitative Developer
6 1 (4.17%) Technical Leader
Libraries, Frameworks & Software Standards
1 17 (70.83%) SciPy
2 14 (58.33%) Pandas
3 10 (41.67%) Matplotlib
4 9 (37.50%) D3.js
5 6 (25.00%) Highcharts JS
5 6 (25.00%) .NET
6 2 (8.33%) CSS
6 2 (8.33%) HTML
7 1 (4.17%) Akka
7 1 (4.17%) Flask
Miscellaneous
1 10 (41.67%) Hedge funds
2 9 (37.50%) Visualisation
3 8 (33.33%) Equities
4 7 (29.17%) Computer Science
5 6 (25.00%) Market Risk
5 6 (25.00%) Derivative
5 6 (25.00%) Foreign Exchange (FX)
5 6 (25.00%) Fixed Income
6 3 (12.50%) Algorithms
7 1 (4.17%) Analytical Skills
Operating Systems
1 7 (29.17%) Linux
2 6 (25.00%) Windows
3 1 (4.17%) Debian
3 1 (4.17%) Ubuntu
Processes & Methodologies
1 16 (66.67%) Analytics
2 8 (33.33%) Agile Software Development
3 7 (29.17%) Continuous Integration
4 6 (25.00%) BDD
4 6 (25.00%) Portfolio Management
4 6 (25.00%) Unit Testing
4 6 (25.00%) TDD
4 6 (25.00%) Software Engineering
4 6 (25.00%) Web Development
4 6 (25.00%) Refactoring
4 6 (25.00%) Functional Programming
5 3 (12.50%) Business Intelligence
5 3 (12.50%) Digital Marketing
5 3 (12.50%) Data Analysis
6 2 (8.33%) Extreme Programming
6 2 (8.33%) Pair Programming
7 1 (4.17%) Predictive Analytics
7 1 (4.17%) Quantitative Analysis
7 1 (4.17%) Risk Analysis
7 1 (4.17%) OO
Programming Languages
1 18 (75.00%) Python
2 15 (62.50%) R
3 8 (33.33%) Java
3 8 (33.33%) JavaScript
4 7 (29.17%) C++
4 7 (29.17%) Scala
5 6 (25.00%) MATLAB
6 4 (16.67%) SQL
7 3 (12.50%) VBA
8 1 (4.17%) C#
Qualifications
1 7 (29.17%) PhD
2 4 (16.67%) Degree
Vendors
1 3 (12.50%) Tableau
2 1 (4.17%) Oracle
City, London
Quant Capital
Salary: Up to £50,000 per annum
Posted: 5 days ago
City of London
iKonnect
Salary: £150000 per annum + Benefits & Bonus
Posted: 5 days ago
City, London
Harrington Starr
Salary: £500 - £800 per annum
Posted: 6 days ago