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 8 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
8 Feb 2016
Same period 2015 Same period 2014
NumPy
Rank 254 308 311
Rank change year-on-year
+54 +3
Permanent jobs citing NumPy 5 10 10
As % of all permanent IT jobs located in the City of London 0.075% 0.096% 0.097%
As % of the Libraries, Frameworks & Software Standards category 0.21% 0.29% 0.25%
Number of salaries quoted 4 10 10
Average salary £78,750 £65,000 £30,500
Average salary % change year-on-year
+21.15% +113.11%
90% offered a salary of more than £75,000 £42,500 £30,100
10% offered a salary of more than £82,500 £75,000 £52,500
UK excluding London average salary £45,000 £51,250 £30,500
% change year-on-year
-12.19% +68.03%
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
2363 3418 4064
As % of all permanent IT jobs located in the City of London 35.28% 32.86% 39.45%
Number of salaries quoted 2126 3054 3501
Average salary £57,500 £53,000 £52,500
Average salary % change year-on-year
+8.49% +0.95%
90% offered a salary of more than £40,000 £35,500 £35,000
10% offered a salary of more than £80,000 £75,000 £72,500
UK excluding London average salary £42,500 £40,000 £38,500
% change year-on-year
+6.25% +3.89%

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
Top 30 Related IT Skills in the City of London

For the 6 months to 8 February 2016, 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 11 (84.62%) Finance
2 9 (69.23%) Python
3 7 (53.85%) Java
4 5 (38.46%) Foreign Exchange (FX)
4 5 (38.46%) Equities
4 5 (38.46%) Fixed Income
4 5 (38.46%) Derivative
4 5 (38.46%) R
4 5 (38.46%) Pandas
5 4 (30.77%) Analytics
5 4 (30.77%) Hedge funds
5 4 (30.77%) Market Risk
5 4 (30.77%) C++
5 4 (30.77%) Mathematica
5 4 (30.77%) MATLAB
6 3 (23.08%) C
6 3 (23.08%) Unix
6 3 (23.08%) Linux
6 3 (23.08%) Scala
6 3 (23.08%) Open Source
6 3 (23.08%) SciPy
6 3 (23.08%) MongoDB
6 3 (23.08%) Flask
6 3 (23.08%) Functional Programming
7 2 (15.38%) Pyramid
7 2 (15.38%) Esper
7 2 (15.38%) Algorithms
7 2 (15.38%) Systematic Trading
7 2 (15.38%) NICE Systems
7 2 (15.38%) Quantitative Trading

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

For the 6 months to 8 February 2016, 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 (7.69%) Apache Spark
Applications
1 4 (30.77%) Mathematica
Database & Business Intelligence
1 3 (23.08%) MongoDB
2 2 (15.38%) KDB
3 1 (7.69%) Apache Hive
3 1 (7.69%) Big Data
3 1 (7.69%) Data Mining
3 1 (7.69%) Hadoop
3 1 (7.69%) HBase
3 1 (7.69%) MySQL
3 1 (7.69%) SQL Server
3 1 (7.69%) Text Mining
Development Applications
1 2 (15.38%) Maven
General
1 11 (84.62%) Finance
2 2 (15.38%) Banking
3 1 (7.69%) Front Office
3 1 (7.69%) Investment Banking
Job Titles
1 6 (46.15%) Developer
2 4 (30.77%) Java Developer
3 2 (15.38%) Python Developer
3 2 (15.38%) Senior Developer
3 2 (15.38%) Senior Java Developer
4 1 (7.69%) Analyst
4 1 (7.69%) Architect
4 1 (7.69%) Big Data Architect
4 1 (7.69%) Data Architect
4 1 (7.69%) Programmer
4 1 (7.69%) Python Programmer
4 1 (7.69%) Quantitative Developer
4 1 (7.69%) Technical Analyst
Libraries, Frameworks & Software Standards
1 5 (38.46%) Pandas
2 3 (23.08%) Flask
2 3 (23.08%) SciPy
3 2 (15.38%) .NET
3 2 (15.38%) AngularJS
3 2 (15.38%) Django
3 2 (15.38%) Esper
3 2 (15.38%) Pyramid
4 1 (7.69%) Hibernate
4 1 (7.69%) JDBC
4 1 (7.69%) JSON
4 1 (7.69%) Matplotlib
4 1 (7.69%) Spring
Miscellaneous
1 5 (38.46%) Derivative
1 5 (38.46%) Equities
1 5 (38.46%) Fixed Income
1 5 (38.46%) Foreign Exchange (FX)
2 4 (30.77%) Hedge funds
2 4 (30.77%) Market Risk
3 2 (15.38%) Algorithms
3 2 (15.38%) Visualisation
4 1 (7.69%) Analytical Skills
4 1 (7.69%) Computer Science
4 1 (7.69%) Mathematics
Operating Systems
1 3 (23.08%) Linux
1 3 (23.08%) Unix
Processes & Methodologies
1 4 (30.77%) Analytics
2 3 (23.08%) Functional Programming
2 3 (23.08%) Open Source
3 2 (15.38%) Agile Software Development
3 2 (15.38%) Continuous Integration
3 2 (15.38%) Data Analysis
3 2 (15.38%) OO
3 2 (15.38%) Quantitative Trading
3 2 (15.38%) Software Engineering
3 2 (15.38%) Systematic Trading
3 2 (15.38%) Unit Testing
4 1 (7.69%) Cluster Analysis
4 1 (7.69%) Machine Learning
4 1 (7.69%) MapReduce
4 1 (7.69%) Numerical Analysis
4 1 (7.69%) Refactoring
4 1 (7.69%) Statistical Analysis
4 1 (7.69%) Time Series Analysis
Programming Languages
1 9 (69.23%) Python
2 7 (53.85%) Java
3 5 (38.46%) R
4 4 (30.77%) C++
4 4 (30.77%) MATLAB
5 3 (23.08%) C
5 3 (23.08%) Scala
6 1 (7.69%) C#
Qualifications
1 1 (7.69%) Degree
Vendors
1 2 (15.38%) NICE Systems
1 2 (15.38%) Oracle
2 1 (7.69%) Bloomberg
2 1 (7.69%) Microsoft
2 1 (7.69%) Reuters
City, London
Client Server
Salary: £75k to £150k + bonus + benefits
Posted: 3 days ago
City, London
Client Server
Salary: £75k to £90k + bonus + benefits
Posted: 4 days ago
City of London
harringtonstarr
Salary: £50000 - £70000 per annum + Bonus + Benefits
Posted: 7 days ago