The table below looks at the statistics for NumPy skills in IT jobs advertised for the London region. Included is a guide to the average salaries offered in IT jobs that have cited NumPy over the 3 months to 4 September 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
4 Sep 2015
Same period 2014 Same period 2013
NumPy
Rank 579 599 597
Rank change year-on-year
+20 -2
Permanent jobs citing NumPy 50 28 27
As % of all permanent IT jobs located in London 0.11% 0.061% 0.062%
As % of the Libraries, Frameworks & Software Standards category 0.31% 0.16% 0.15%
Number of salaries quoted 45 27 22
Average salary £75,000 £70,000 £100,000
Average salary % change year-on-year
+7.14% -30.00%
90% offered a salary of more than £52,500 £58,000 £66,250
10% offered a salary of more than £84,000 £110,000 £110,000
UK excluding London average salary £35,000 £47,500 -
% change year-on-year
-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 London region.

Libraries, Frameworks & Software Standards Category
London
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
16136 17493 17760
As % of all permanent IT jobs located in London 36.79% 38.04% 40.53%
Number of salaries quoted 13852 14940 15202
Average salary £55,000 £52,500 £50,000
Average salary % change year-on-year
+4.76% +5.00%
90% offered a salary of more than £35,000 £35,000 £35,000
10% offered a salary of more than £77,500 £70,000 £70,000
UK excluding London average salary £40,000 £40,000 £37,500
% change year-on-year
- +6.66%

NumPy
Jobs Demand Trend in London

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

NumPy Jobs Demand Trend in London

NumPy
Salary Trend in London

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

NumPy Salary Trend in London

NumPy
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing NumPy across the London region over the 3 months to 4 September 2015.

NumPy Salary Histogram in London

NumPy
Job Locations in London

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing NumPy within the London region over the 3 months to 4 September 2015. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +48 17 £75,000 +35.13% 3
NumPy
England

NumPy
Top 30 Related IT Skills in London

For the 6 months to 4 September 2015, IT jobs across the 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 83 (80.58%) Python
2 72 (69.90%) Finance
3 70 (67.96%) SciPy
4 65 (63.11%) Pandas
5 59 (57.28%) C++
6 58 (56.31%) Java
7 50 (48.54%) Hedge funds
8 48 (46.60%) Computer Science
9 46 (44.66%) Linux
10 44 (42.72%) Agile Software Development
10 44 (42.72%) Software Engineering
11 40 (38.83%) SQL
12 39 (37.86%) Oracle
12 39 (37.86%) PhD
13 37 (35.92%) MongoDB
13 37 (35.92%) Analytics
14 36 (34.95%) JavaScript
15 35 (33.98%) OO
15 35 (33.98%) Pyramid
16 34 (33.01%) D3.js
16 34 (33.01%) Matplotlib
17 32 (31.07%) Continuous Integration
18 31 (30.10%) Unit Testing
18 31 (30.10%) Git (software)
18 31 (30.10%) NoSQL
18 31 (30.10%) BDD
18 31 (30.10%) Web Development
18 31 (30.10%) Windows
18 31 (30.10%) TDD
19 30 (29.13%) Degree

NumPy
Top Related IT Skills in London by Category

For the 6 months to 4 September 2015, IT jobs across the 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 4 (3.88%) Apache
1 4 (3.88%) Elasticsearch
2 2 (1.94%) Apache Spark
3 1 (0.97%) IPython
3 1 (0.97%) Apache Solr
3 1 (0.97%) Apache Pig
Applications
1 19 (18.45%) Mathematica
Cloud Services
1 1 (0.97%) Amazon AWS
1 1 (0.97%) Heroku
1 1 (0.97%) GitHub
Communications & Networking
1 1 (0.97%) Skype
Database & Business Intelligence
1 37 (35.92%) MongoDB
2 31 (30.10%) NoSQL
3 9 (8.74%) Big Data
4 6 (5.83%) KDB
5 5 (4.85%) MySQL
5 5 (4.85%) RDBMS
5 5 (4.85%) Relational Database
5 5 (4.85%) Apache Cassandra
6 3 (2.91%) Data Mining
6 3 (2.91%) PostgreSQL
6 3 (2.91%) Spotfire
6 3 (2.91%) QlikView
6 3 (2.91%) SQL Server Analysis Services
7 2 (1.94%) OLAP
7 2 (1.94%) Hadoop
8 1 (0.97%) Apache Hive
Development Applications
1 31 (30.10%) Git (software)
2 29 (28.16%) Mercurial
3 6 (5.83%) Maven
General
1 72 (69.90%) Finance
2 10 (9.71%) Front Office
3 6 (5.83%) Banking
3 6 (5.83%) Marketing
4 4 (3.88%) Back Office
5 3 (2.91%) Investment Banking
6 2 (1.94%) Retail
6 2 (1.94%) Manufacturing
Job Titles
1 86 (83.50%) Developer
2 52 (50.49%) Python Developer
3 18 (17.48%) Java Developer
4 17 (16.50%) Senior Developer
5 13 (12.62%) C++ Developer
6 10 (9.71%) Senior Python Developer
7 6 (5.83%) Analyst
8 4 (3.88%) Senior Java Developer
8 4 (3.88%) Business Intelligence Analyst
9 3 (2.91%) Technical Leader
9 3 (2.91%) Senior C++ Developer
9 3 (2.91%) Junior Developer
9 3 (2.91%) Senior Analyst
9 3 (2.91%) Junior
9 3 (2.91%) Senior Business Intelligence Analyst
10 2 (1.94%) Junior C++ Developer
10 2 (1.94%) Java/J2EE Developer
10 2 (1.94%) Data Analyst
10 2 (1.94%) Quantitative Developer
10 2 (1.94%) Chief Technology Officer
Libraries, Frameworks & Software Standards
1 70 (67.96%) SciPy
2 65 (63.11%) Pandas
3 35 (33.98%) Pyramid
4 34 (33.01%) D3.js
4 34 (33.01%) Matplotlib
5 30 (29.13%) Highcharts JS
6 13 (12.62%) Boost C++ Libraries
7 12 (11.65%) .NET
8 10 (9.71%) AngularJS
9 8 (7.77%) Flask
10 7 (6.80%) STL
11 6 (5.83%) scikit-learn
12 5 (4.85%) Akka
13 4 (3.88%) CSS
13 4 (3.88%) HTML
14 3 (2.91%) ASP.NET
14 3 (2.91%) JDBC
14 3 (2.91%) Hibernate
14 3 (2.91%) Spring
14 3 (2.91%) Kafka
Miscellaneous
1 50 (48.54%) Hedge funds
2 48 (46.60%) Computer Science
3 29 (28.16%) Algorithms
4 18 (17.48%) Foreign Exchange (FX)
4 18 (17.48%) Fixed Income
4 18 (17.48%) Equities
4 18 (17.48%) Derivative
5 16 (15.53%) Market Risk
6 13 (12.62%) Visualisation
6 13 (12.62%) Analytical Skills
7 9 (8.74%) Mathematics
8 6 (5.83%) Statistics
9 4 (3.88%) Physics
10 3 (2.91%) Artificial Intelligence
11 2 (1.94%) Mobile App
12 1 (0.97%) Client/Server
12 1 (0.97%) Blog
12 1 (0.97%) Management Information System
Operating Systems
1 46 (44.66%) Linux
2 31 (30.10%) Windows
3 9 (8.74%) UNIX
4 2 (1.94%) Android
4 2 (1.94%) Apple iOS
Processes & Methodologies
1 44 (42.72%) Agile Software Development
1 44 (42.72%) Software Engineering
2 37 (35.92%) Analytics
3 35 (33.98%) OO
4 32 (31.07%) Continuous Integration
5 31 (30.10%) Unit Testing
5 31 (30.10%) BDD
5 31 (30.10%) TDD
5 31 (30.10%) Web Development
6 30 (29.13%) Refactoring
7 17 (16.50%) Functional Programming
8 10 (9.71%) Statistical Analysis
9 8 (7.77%) Low Latency
9 8 (7.77%) Systematic Trading
10 6 (5.83%) Machine Learning
10 6 (5.83%) Open Source
11 5 (4.85%) Big Data Analytics
11 5 (4.85%) Predictive Analytics
12 4 (3.88%) Business Intelligence
12 4 (3.88%) Digital Marketing
Programming Languages
1 83 (80.58%) Python
2 59 (57.28%) C++
3 58 (56.31%) Java
4 40 (38.83%) SQL
5 36 (34.95%) JavaScript
6 27 (26.21%) R
7 22 (21.36%) Scala
8 21 (20.39%) MATLAB
9 7 (6.80%) C#
10 3 (2.91%) C
10 3 (2.91%) VBA
11 2 (1.94%) Ruby
12 1 (0.97%) Haskell
12 1 (0.97%) Cython
12 1 (0.97%) Go
12 1 (0.97%) Perl
Qualifications
1 39 (37.86%) PhD
2 30 (29.13%) Degree
Systems Management
1 2 (1.94%) Puppet
1 2 (1.94%) Opscode Chef
Vendors
1 39 (37.86%) Oracle
2 4 (3.88%) Tableau
3 2 (1.94%) Adobe
3 2 (1.94%) Omniture
4 1 (0.97%) Google
London
Westbourne Partners
Salary: From £40,000 to £80,000 per annum salary dependant on experience (mult
Posted: 7 hours ago
London
Westbourne Partners
Salary: From £50,000 to £90,000 per annum Level of salary really dependent on
Posted: 7 hours ago
City, London
Client Server
Salary: £75k to £90k + bonus + benefits
Posted: Yesterday
London
CLIENT SERVER
Salary: £75k to £90k + bonus + benefits
Posted: Yesterday
City, London
TEKsystems
Salary: £70000 - £95000 per annum + bonus
Posted: 4 days ago