The first table below looks at the demand for NumPy skills in IT jobs advertised across the UK. Included is a guide to the average salaries offered in IT jobs that have cited NumPy over the 3 months to 11 July 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.

Location
3 months to
11 Jul 2014
Same period 2013 Same period 2012
NumPy
Rank 854 857 868
Rank change year-on-year
+3 +11
Permanent jobs citing NumPy 42 12 13
As % of all permanent IT jobs located in the UK 0.036% 0.011% 0.011%
As % of the Libraries, Frameworks & Software Standards category 0.092% 0.028% 0.027%
Number of salaries quoted 40 6 10
Average salary £61,250 £100,000 £62,500
Average salary % change year-on-year
-38.75% +60.00%
90% offered a salary of more than £42,500 £76,250 £40,000
10% offered a salary of more than £85,000 £100,000 £85,000
UK excluding London average salary £42,500 - -
Libraries, Frameworks & Software Standards Category
UK
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
45536 43438 48308
As % of all permanent IT jobs located in the UK 39.04% 39.82% 41.14%
Number of salaries quoted 38815 37807 42883
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 £28,000 £28,500
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
Jobs Demand Trend

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

NumPy Jobs Demand Trend in the UK

NumPy
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing NumPy within the UK.

NumPy Salary Trend in the UK

NumPy
Salary Histogram

This chart provides a salary histogram for IT jobs citing NumPy over the 3 months to 11 July 2014 within the UK.

NumPy Salary Histogram in the UK

NumPy
Top 11 Job Locations

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing NumPy within the UK over the 3 months to 11 July 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
(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
England +14 42 £61,250 -38.75% 4
London -11 36 £65,000 -35.00% 4
City of London +1 4 £80,000 -
Cambridgeshire - 3 £32,500 -
East of England - 3 £32,500 -
West Midlands - 2 £52,500 -
Cambridge - 2 £32,500 -
Warwickshire - 2 £52,500 -
South East -11 1 £42,500 -
Oxfordshire - 1 £42,500 -
Oxford - 1 £42,500 -

NumPy
Top 30 Related IT Skills

For the 6 months to 11 July 2014, IT jobs within the UK 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 88 (96.70%) Python
2 72 (79.12%) SciPy
3 44 (48.35%) C++
4 43 (47.25%) Java
5 39 (42.86%) PhD
6 36 (39.56%) OO
7 30 (32.97%) Finance
7 30 (32.97%) Statistics
8 29 (31.87%) MATLAB
8 29 (31.87%) Linux
9 26 (28.57%) R
10 23 (25.27%) Open Source
11 22 (24.18%) Hedge funds
11 22 (24.18%) Visualisation
12 21 (23.08%) Analytics
12 21 (23.08%) Data Mining
12 21 (23.08%) Mathematics
12 21 (23.08%) Physics
13 19 (20.88%) Maven
13 19 (20.88%) Tornado
14 18 (19.78%) Twisted
14 18 (19.78%) Banking
14 18 (19.78%) C
15 17 (18.68%) Agile Software Development
16 16 (17.58%) Business Development
16 16 (17.58%) Data Analysis
16 16 (17.58%) SQL
16 16 (17.58%) Django
17 15 (16.48%) Front Office
18 14 (15.38%) Erlang

NumPy
Top Related IT Skills by Category

For the 6 months to 11 July 2014, IT jobs within the UK 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 19 (20.88%) Tornado
2 2 (2.20%) Elasticsearch
Communications & Networking
1 6 (6.59%) Internet
Database & Business Intelligence
1 21 (23.08%) Data Mining
2 7 (7.69%) Hadoop
3 6 (6.59%) Apache Cassandra
4 5 (5.49%) Big Data
4 5 (5.49%) MongoDB
4 5 (5.49%) Text Mining
5 3 (3.30%) KDB
5 3 (3.30%) NoSQL
5 3 (3.30%) Redis
6 2 (2.20%) Relational Database
Development Applications
1 19 (20.88%) Maven
General
1 30 (32.97%) Finance
2 18 (19.78%) Banking
3 15 (16.48%) Front Office
4 3 (3.30%) Games
5 2 (2.20%) Investment Banking
6 1 (1.10%) Back Office
Job Titles
1 78 (85.71%) Developer
2 74 (81.32%) Python Developer
3 17 (18.68%) Quantitative Developer
4 14 (15.38%) Senior Developer
5 12 (13.19%) Senior Python Developer
6 10 (10.99%) Python/Django Developer
7 9 (9.89%) Data Scientist
8 3 (3.30%) Senior Quantitative Developer
8 3 (3.30%) Analyst
8 3 (3.30%) Data Analyst
9 2 (2.20%) C++ Developer
9 2 (2.20%) Junior Developer
9 2 (2.20%) Programmer
9 2 (2.20%) Junior Python Developer
9 2 (2.20%) Junior
9 2 (2.20%) Python Programmer
10 1 (1.10%) Lead Programmer
10 1 (1.10%) Lead Developer
10 1 (1.10%) Java Developer
Libraries, Frameworks & Software Standards
1 72 (79.12%) SciPy
2 18 (19.78%) Twisted
3 16 (17.58%) Django
4 8 (8.79%) Matplotlib
4 8 (8.79%) Natural Language Processing
5 6 (6.59%) RabbitMQ
5 6 (6.59%) Flask
6 3 (3.30%) AngularJS
6 3 (3.30%) Esper
7 2 (2.20%) D3.js
7 2 (2.20%) Boost C++ Libraries
7 2 (2.20%) SQLAlchemy
7 2 (2.20%) STL
8 1 (1.10%) Ruby on Rails
8 1 (1.10%) HTML
8 1 (1.10%) CSS
8 1 (1.10%) HTML5
8 1 (1.10%) Highcharts JS
8 1 (1.10%) REST
8 1 (1.10%) CSS3
Miscellaneous
1 30 (32.97%) Statistics
2 23 (25.27%) Open Source
3 22 (24.18%) Hedge funds
3 22 (24.18%) Visualisation
4 21 (23.08%) Mathematics
4 21 (23.08%) Physics
5 12 (13.19%) Computer Science
6 5 (5.49%) Artificial Intelligence
7 2 (2.20%) Neural Network
8 1 (1.10%) Management Information System
Operating Systems
1 29 (31.87%) Linux
2 11 (12.09%) Windows
3 2 (2.20%) UNIX
4 1 (1.10%) Mac OS X
Processes & Methodologies
1 36 (39.56%) OO
2 21 (23.08%) Analytics
3 17 (18.68%) Agile Software Development
4 16 (17.58%) Data Analysis
4 16 (17.58%) Business Development
5 12 (13.19%) Statistical Analysis
6 11 (12.09%) Risk Management
6 11 (12.09%) Machine Learning
7 10 (10.99%) Statistical Modelling
7 10 (10.99%) Automated Testing
7 10 (10.99%) Numerical Analysis
8 9 (9.89%) Unit Testing
8 9 (9.89%) Continuous Integration
9 7 (7.69%) Software Engineering
9 7 (7.69%) TDD
10 5 (5.49%) Scrum
11 4 (4.40%) Refactoring
12 3 (3.30%) Algorithmic Trading
12 3 (3.30%) Web Development
12 3 (3.30%) OOP
Programming Languages
1 88 (96.70%) Python
2 44 (48.35%) C++
3 43 (47.25%) Java
4 29 (31.87%) MATLAB
5 26 (28.57%) R
6 18 (19.78%) C
7 16 (17.58%) SQL
8 14 (15.38%) Erlang
9 7 (7.69%) JavaScript
10 2 (2.20%) C#
11 1 (1.10%) Ruby
11 1 (1.10%) IronPython
11 1 (1.10%) Scala
11 1 (1.10%) Clojure
Qualifications
1 39 (42.86%) PhD
2 10 (10.99%) Degree
Vendors
1 4 (4.40%) Oracle
London
Westbourne Partners
Salary: From £40,000 to £80,000 per annum salary dependant on experience (mult
Posted: 14 hours ago
London
Redrock Consulting Ltd
Salary: £50000 - £100000 per annum + Bonus
Posted: 4 days ago