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 29 July 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
29 Jul 2015
Same period 2014 Same period 2013
NumPy
Rank 578 619 595
Rank change year-on-year
+41 -24
Permanent jobs citing NumPy 50 34 17
As % of all permanent IT jobs located in London 0.11% 0.070% 0.038%
As % of the Libraries, Frameworks & Software Standards category 0.30% 0.18% 0.096%
Number of salaries quoted 43 33 12
Average salary £75,000 £70,000 £100,000
Average salary % change year-on-year
+7.14% -30.00%
UK excluding London average salary £32,000 £42,500 -
% change year-on-year
-24.70% -
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
16448 18753 17702
As % of all permanent IT jobs located in London 37.07% 38.77% 39.94%
Number of salaries quoted 14134 16137 15102
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 £75,000 £70,000 £72,500
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 29 July 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 29 July 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 +49 23 £75,000 -6.25% 2
NumPy
England

NumPy
Top 30 Related IT Skills in London

For the 6 months to 29 July 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 85 (82.52%) Python
2 72 (69.90%) SciPy
3 69 (66.99%) Finance
3 69 (66.99%) Pandas
4 57 (55.34%) C++
5 52 (50.49%) Java
6 50 (48.54%) Hedge funds
7 46 (44.66%) Computer Science
7 46 (44.66%) SQL
8 44 (42.72%) Analytics
9 43 (41.75%) Linux
9 43 (41.75%) Agile Software Development
10 39 (37.86%) Software Engineering
11 37 (35.92%) PhD
12 36 (34.95%) Oracle
12 36 (34.95%) D3.js
12 36 (34.95%) Matplotlib
13 34 (33.01%) Degree
14 32 (31.07%) MongoDB
14 32 (31.07%) R
15 30 (29.13%) Pyramid
15 30 (29.13%) JavaScript
15 30 (29.13%) OO
16 28 (27.18%) Windows
16 28 (27.18%) Algorithms
17 27 (26.21%) NoSQL
17 27 (26.21%) BDD
17 27 (26.21%) Continuous Integration
17 27 (26.21%) Web Development
17 27 (26.21%) TDD

NumPy
Top Related IT Skills in London by Category

For the 6 months to 29 July 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 2 (1.94%) Apache Spark
2 1 (0.97%) IPython
2 1 (0.97%) Apache
2 1 (0.97%) Apache Solr
2 1 (0.97%) Apache Pig
2 1 (0.97%) Elasticsearch
Applications
1 15 (14.56%) Mathematica
Cloud Services
1 2 (1.94%) Amazon AWS
1 2 (1.94%) Heroku
2 1 (0.97%) GitHub
Database & Business Intelligence
1 32 (31.07%) MongoDB
2 27 (26.21%) NoSQL
3 11 (10.68%) Big Data
4 10 (9.71%) Spotfire
4 10 (9.71%) QlikView
5 7 (6.80%) Data Mining
6 6 (5.83%) SQL Server Analysis Services
6 6 (5.83%) KDB
7 5 (4.85%) RDBMS
7 5 (4.85%) Apache Cassandra
7 5 (4.85%) Relational Database
8 4 (3.88%) OLAP
9 3 (2.91%) MySQL
10 2 (1.94%) Hadoop
11 1 (0.97%) Apache Hive
11 1 (0.97%) Data Warehouse
11 1 (0.97%) Sybase IQ
11 1 (0.97%) SQLite
Development Applications
1 25 (24.27%) Git (software)
2 24 (23.30%) Mercurial
3 6 (5.83%) Maven
General
1 69 (66.99%) Finance
2 15 (14.56%) Marketing
3 14 (13.59%) Front Office
4 7 (6.80%) Back Office
4 7 (6.80%) Banking
5 5 (4.85%) Investment Banking
6 4 (3.88%) Retail
6 4 (3.88%) Manufacturing
6 4 (3.88%) Advertising
Job Titles
1 78 (75.73%) Developer
2 48 (46.60%) Python Developer
3 15 (14.56%) Analyst
4 14 (13.59%) Java Developer
5 13 (12.62%) C++ Developer
5 13 (12.62%) Senior Developer
6 10 (9.71%) Senior Analyst
6 10 (9.71%) Business Intelligence Analyst
7 9 (8.74%) Senior Python Developer
7 9 (8.74%) Senior Business Intelligence Analyst
8 5 (4.85%) Data Analyst
9 4 (3.88%) Business Analyst
10 3 (2.91%) Senior Business Analyst
10 3 (2.91%) Senior C++ Developer
10 3 (2.91%) Chief Technology Officer
10 3 (2.91%) Technical Leader
11 2 (1.94%) Java/J2EE Developer
11 2 (1.94%) Junior C++ Developer
11 2 (1.94%) Software Developer
11 2 (1.94%) Junior Developer
Libraries, Frameworks & Software Standards
1 72 (69.90%) SciPy
2 69 (66.99%) Pandas
3 36 (34.95%) Matplotlib
3 36 (34.95%) D3.js
4 30 (29.13%) Pyramid
5 25 (24.27%) Highcharts JS
6 14 (13.59%) Boost C++ Libraries
7 12 (11.65%) .NET
8 10 (9.71%) htmlwidgets
9 8 (7.77%) STL
10 7 (6.80%) AngularJS
11 5 (4.85%) Akka
12 3 (2.91%) scikit-learn
12 3 (2.91%) ASP.NET
13 2 (1.94%) J2EE
13 2 (1.94%) Esper
13 2 (1.94%) SQLAlchemy
13 2 (1.94%) Java EE
13 2 (1.94%) Flask
14 1 (0.97%) HTML
Miscellaneous
1 50 (48.54%) Hedge funds
2 46 (44.66%) Computer Science
3 28 (27.18%) Algorithms
4 22 (21.36%) Visualisation
5 15 (14.56%) Analytical Skills
6 14 (13.59%) Market Risk
6 14 (13.59%) Foreign Exchange (FX)
6 14 (13.59%) Fixed Income
6 14 (13.59%) Equities
6 14 (13.59%) Derivative
7 10 (9.71%) Mathematics
8 5 (4.85%) Statistics
9 4 (3.88%) Physics
9 4 (3.88%) Mobile App
10 1 (0.97%) Biotechnology
10 1 (0.97%) Artificial Intelligence
10 1 (0.97%) Management Information System
Operating Systems
1 43 (41.75%) Linux
2 28 (27.18%) Windows
3 7 (6.80%) UNIX
4 4 (3.88%) Android
4 4 (3.88%) Apple iOS
5 1 (0.97%) Solaris
Processes & Methodologies
1 44 (42.72%) Analytics
2 43 (41.75%) Agile Software Development
3 39 (37.86%) Software Engineering
4 30 (29.13%) OO
5 27 (26.21%) TDD
5 27 (26.21%) Web Development
5 27 (26.21%) BDD
5 27 (26.21%) Continuous Integration
6 26 (25.24%) Unit Testing
7 25 (24.27%) Refactoring
8 14 (13.59%) Functional Programming
9 13 (12.62%) Statistical Analysis
10 11 (10.68%) Digital Marketing
10 11 (10.68%) Business Intelligence
11 9 (8.74%) Systematic Trading
12 7 (6.80%) Low Latency
13 6 (5.83%) Big Data Analytics
13 6 (5.83%) Data Analytics
13 6 (5.83%) Open Source
13 6 (5.83%) Data Analysis
Programming Languages
1 85 (82.52%) Python
2 57 (55.34%) C++
3 52 (50.49%) Java
4 46 (44.66%) SQL
5 32 (31.07%) R
6 30 (29.13%) JavaScript
7 19 (18.45%) Scala
7 19 (18.45%) MATLAB
8 11 (10.68%) VBA
9 10 (9.71%) C#
10 4 (3.88%) C
11 2 (1.94%) Ruby
11 2 (1.94%) Cython
12 1 (0.97%) Go
12 1 (0.97%) Haskell
12 1 (0.97%) Perl
Qualifications
1 37 (35.92%) PhD
2 34 (33.01%) Degree
System Software
1 1 (0.97%) Varnish
Vendors
1 36 (34.95%) Oracle
2 11 (10.68%) Tableau
3 4 (3.88%) Adobe
3 4 (3.88%) Omniture
4 1 (0.97%) Sybase
4 1 (0.97%) IBM
London
Westbourne Partners Ltd
Posted: 16 hours ago
City, London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £50000 - £70000 Per Annum Benefits
Posted: 4 days ago
London
Westbourne Partners
Salary: From £40,000 to £80,000 per annum salary dependant on experience (mult
Posted: 4 days ago
London
Westbourne Partners
Salary: From £50,000 to £90,000 per annum Level of salary really dependent on
Posted: 4 days ago
London
TRG
Salary: 50000-70000 Per Annum Benefits
Posted: 5 days ago