The first table below looks at the demand for NumPy skills in IT jobs advertised for the England region. Included is a guide to the average salaries offered in IT jobs that have cited NumPy over the 3 months to 18 April 2014 with a comparison to the same period in the previous 2 years. The second table is for comparison and provides aggregates for all of the Libraries, Frameworks & Software Standards category for the England region.

Location
3 months to
18 Apr 2014
Same period 2013 Same period 2012
NumPy
Rank 850 851 896
Rank change year-on-year
+1 +45
Permanent jobs citing NumPy 52 5 1
As % of all permanent IT jobs located in England 0.046% 0.005% 0.001%
As % of the Libraries, Frameworks & Software Standards category 0.11% 0.012% 0.002%
Number of salaries quoted 50 1 1
Average salary £55,000 £50,000 £60,000
Average salary % change year-on-year
+10.00% -16.66%
UK excluding London average salary £38,750 - -
Libraries, Frameworks & Software Standards Category
England
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
45722 42095 49664
As % of all permanent IT jobs located in England 40.46% 40.45% 41.96%
Number of salaries quoted 38732 37035 44493
Average salary £42,500 £40,000 £40,000
Average salary % change year-on-year
+6.25% -
90% offered a salary of more than £30,000 £28,500 £28,000
10% offered a salary of more than £65,000 £62,500 £60,000
UK excluding London average salary £40,000 £37,500 £37,500
% change year-on-year
+6.66% -
NumPy
UK

NumPy
Jobs Demand Trend in England

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

NumPy Jobs Demand Trend in England

NumPy
Salary Trend in England

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

NumPy Salary Trend in England

NumPy
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing NumPy across the England region over the 3 months to 18 April 2014.

NumPy Salary Histogram in England

NumPy
Job Locations in England

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing NumPy within the England region over the 3 months to 18 April 2014. 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 each for more statistics)
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
Find
Job
Vacancies
London -5 50 £55,000 +10.00% 7
South East -13 1 £42,500 - 1
North West - 1 £35,000 -
NumPy
UK

NumPy
Top 30 Related IT Skills in England

For the 6 months to 18 April 2014, IT jobs across the England 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 78 (96.30%) Python
2 55 (67.90%) C++
2 55 (67.90%) SciPy
3 43 (53.09%) Java
4 35 (43.21%) PhD
5 31 (38.27%) Tornado
6 30 (37.04%) Finance
7 28 (34.57%) OO
8 25 (30.86%) Statistics
8 25 (30.86%) Analytics
8 25 (30.86%) Twisted
9 23 (28.40%) R
10 22 (27.16%) Data Mining
11 21 (25.93%) Front Office
11 21 (25.93%) Banking
12 20 (24.69%) MATLAB
12 20 (24.69%) C
13 19 (23.46%) Business Development
14 18 (22.22%) Mathematics
14 18 (22.22%) Linux
15 17 (20.99%) Agile Software Development
16 15 (18.52%) Physics
16 15 (18.52%) Hedge funds
16 15 (18.52%) Visualisation
16 15 (18.52%) Open Source
17 14 (17.28%) Maven
18 13 (16.05%) Data Analysis
18 13 (16.05%) Erlang
19 11 (13.58%) Degree
19 11 (13.58%) SQL

NumPy
Top Related IT Skills in England by Category

For the 6 months to 18 April 2014, IT jobs across the England 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 31 (38.27%) Tornado
2 3 (3.70%) SAS
3 2 (2.47%) Elasticsearch
4 1 (1.23%) Apache
4 1 (1.23%) Apache Pig
Communications & Networking
1 3 (3.70%) Internet
Database & Business Intelligence
1 22 (27.16%) Data Mining
2 7 (8.64%) Big Data
3 6 (7.41%) MongoDB
4 5 (6.17%) Hadoop
4 5 (6.17%) NoSQL
5 3 (3.70%) Text Mining
5 3 (3.70%) Redis
5 3 (3.70%) Apache Cassandra
5 3 (3.70%) KDB
6 1 (1.23%) Data Warehouse
6 1 (1.23%) Apache Hive
Development Applications
1 14 (17.28%) Maven
2 1 (1.23%) LabVIEW
General
1 30 (37.04%) Finance
2 21 (25.93%) Front Office
2 21 (25.93%) Banking
3 2 (2.47%) Investment Banking
Job Titles
1 68 (83.95%) Developer
2 64 (79.01%) Python Developer
3 20 (24.69%) Quantitative Developer
4 6 (7.41%) Data Scientist
5 4 (4.94%) Senior Developer
5 4 (4.94%) Programmer
5 4 (4.94%) Python Programmer
6 3 (3.70%) Senior Python Developer
6 3 (3.70%) Junior Python Developer
6 3 (3.70%) Quantitative Analyst
6 3 (3.70%) Junior Developer
6 3 (3.70%) Lead Developer
6 3 (3.70%) Analyst
6 3 (3.70%) Junior
6 3 (3.70%) Lead Programmer
6 3 (3.70%) Python/Django Developer
7 2 (2.47%) Software Engineer
7 2 (2.47%) Java Developer
7 2 (2.47%) C++ Developer
7 2 (2.47%) C++/Java Developer
Libraries, Frameworks & Software Standards
1 55 (67.90%) SciPy
2 25 (30.86%) Twisted
3 10 (12.35%) Django
3 10 (12.35%) Matplotlib
4 8 (9.88%) Flask
5 3 (3.70%) RabbitMQ
5 3 (3.70%) Natural Language Processing
5 3 (3.70%) SQLAlchemy
5 3 (3.70%) AngularJS
5 3 (3.70%) Esper
6 2 (2.47%) HTML5
6 2 (2.47%) CSS
6 2 (2.47%) HTML
7 1 (1.23%) jQuery
7 1 (1.23%) Ruby on Rails
7 1 (1.23%) REST
7 1 (1.23%) CSS3
7 1 (1.23%) MapReduce
7 1 (1.23%) Twitter Bootstrap
7 1 (1.23%) HTML5 Canvas
Miscellaneous
1 25 (30.86%) Statistics
2 18 (22.22%) Mathematics
3 15 (18.52%) Physics
3 15 (18.52%) Hedge funds
3 15 (18.52%) Visualisation
3 15 (18.52%) Open Source
4 9 (11.11%) Machine Learning
5 6 (7.41%) Computer Science
6 2 (2.47%) Artificial Intelligence
6 2 (2.47%) Neural Network
Operating Systems
1 18 (22.22%) Linux
2 1 (1.23%) Mac OS X
2 1 (1.23%) Windows
Processes & Methodologies
1 28 (34.57%) OO
2 25 (30.86%) Analytics
3 19 (23.46%) Business Development
4 17 (20.99%) Agile Software Development
5 13 (16.05%) Data Analysis
6 10 (12.35%) Statistical Analysis
7 6 (7.41%) Continuous Integration
7 6 (7.41%) Software Engineering
8 5 (6.17%) TDD
8 5 (6.17%) Unit Testing
9 4 (4.94%) OOP
10 3 (3.70%) Refactoring
10 3 (3.70%) Business Intelligence
10 3 (3.70%) Statistical Modelling
11 2 (2.47%) Signal Processing
11 2 (2.47%) Scrum
12 1 (1.23%) Pair Programming
12 1 (1.23%) Risk Management
12 1 (1.23%) OOD
12 1 (1.23%) Web Application Development
Programming Languages
1 78 (96.30%) Python
2 55 (67.90%) C++
3 43 (53.09%) Java
4 23 (28.40%) R
5 20 (24.69%) MATLAB
5 20 (24.69%) C
6 13 (16.05%) Erlang
7 11 (13.58%) SQL
8 6 (7.41%) IronPython
9 5 (6.17%) JavaScript
10 2 (2.47%) C#
11 1 (1.23%) Ruby
11 1 (1.23%) F#
11 1 (1.23%) Scala
11 1 (1.23%) Clojure
Qualifications
1 35 (43.21%) PhD
2 11 (13.58%) Degree
System Software
1 1 (1.23%) Hyper-V
Vendors
1 3 (3.70%) Oracle
2 1 (1.23%) ParAccel
East London
Client Server
Salary: £45k to £60k + bonus + benefits
Posted: 4 days ago
City, London
Quant Capital
Salary: From £45,000 to £45,000 per annum Bonus Medical Pension (8%)
Posted: 4 days ago
London
Westbourne Partners
Salary: From £40,000 to £80,000 per annum
Posted: 5 days ago
London
Westbourne Partners
Salary: From £60,000 to £70,000 per annum
Posted: 5 days ago
Oxford, Oxfordshire
Cyber Team
Salary: From £35,000 to £50,000 per annum
Posted: 6 days ago