The table below looks at the statistics 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 29 August 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
29 Aug 2014
Same period 2013 Same period 2012
NumPy
Rank 866 841 888
Rank change year-on-year
-25 +47
Permanent jobs citing NumPy 33 32 1
As % of all permanent IT jobs located in the UK 0.028% 0.030% 0.001%
As % of the Libraries, Frameworks & Software Standards category 0.075% 0.076% 0.002%
Number of salaries quoted 31 22 0
Average salary £70,000 £100,000 -
Average salary % change year-on-year
-30.00% -
UK excluding London average salary £48,750 - -

The following table is for comparison with the above and provides statistics for the entire Libraries, Frameworks & Software Standards category in permanent jobs advertised across the UK.

Libraries, Frameworks & Software Standards Category
UK
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
44238 42026 47482
As % of all permanent IT jobs located in the UK 38.01% 39.51% 40.64%
Number of salaries quoted 37202 36393 41776
Average salary £42,500 £41,000 £40,000
Average salary % change year-on-year
+3.65% +2.50%
90% offered a salary of more than £30,000 £28,500 £28,500
10% offered a salary of more than £62,500 £62,500 £62,500
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 29 August 2014 within the UK.

NumPy Salary Histogram in the UK

NumPy
Top 8 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 29 August 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 -34 33 £70,000 -30.00% 3
London +1 28 £70,000 -30.00% 1
South East -18 4 £47,500 - 2
Oxford - 4 £47,500 - 2
Oxfordshire - 4 £47,500 - 2
City of London -7 3 £55,500 -49.54%
West Midlands - 1 £52,500 -
Warwickshire - 1 £52,500 -

NumPy
Top 30 Related IT Skills

For the 6 months to 29 August 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 91 (97.85%) Python
2 76 (81.72%) Pandas
3 75 (80.65%) SciPy
4 48 (51.61%) C++
5 45 (48.39%) OO
6 44 (47.31%) Java
7 41 (44.09%) Linux
8 40 (43.01%) Statistics
9 36 (38.71%) Finance
10 33 (35.48%) Open Source
11 32 (34.41%) PhD
12 30 (32.26%) Hedge funds
13 28 (30.11%) Visualisation
13 28 (30.11%) Pyramid
13 28 (30.11%) MATLAB
14 26 (27.96%) Maven
15 25 (26.88%) R
16 24 (25.81%) C
17 22 (23.66%) Mathematics
18 20 (21.51%) Physics
19 19 (20.43%) Analytics
20 17 (18.28%) SQL
21 16 (17.20%) Front Office
21 16 (17.20%) Django
22 15 (16.13%) Agile Software Development
23 14 (15.05%) Data Analysis
23 14 (15.05%) Data Mining
24 13 (13.98%) Windows
24 13 (13.98%) Risk Management
24 13 (13.98%) Twisted

NumPy
Top Related IT Skills by Category

For the 6 months to 29 August 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 13 (13.98%) Tornado
Communications & Networking
1 5 (5.38%) Internet
Database & Business Intelligence
1 14 (15.05%) Data Mining
2 6 (6.45%) Big Data
2 6 (6.45%) MongoDB
3 5 (5.38%) Apache Cassandra
3 5 (5.38%) Text Mining
3 5 (5.38%) Hadoop
4 4 (4.30%) KDB
5 3 (3.23%) NoSQL
6 2 (2.15%) Redis
6 2 (2.15%) Relational Database
Development Applications
1 26 (27.96%) Maven
General
1 36 (38.71%) Finance
2 16 (17.20%) Front Office
3 11 (11.83%) Banking
4 3 (3.23%) Games
5 1 (1.08%) Back Office
5 1 (1.08%) Retail
Job Titles
1 84 (90.32%) Developer
2 78 (83.87%) Python Developer
3 18 (19.35%) Quantitative Developer
4 17 (18.28%) Senior Developer
5 14 (15.05%) Senior Python Developer
6 11 (11.83%) Python/Django Developer
7 6 (6.45%) Data Scientist
8 4 (4.30%) Senior Quantitative Developer
9 3 (3.23%) Junior Developer
9 3 (3.23%) Data Analyst
9 3 (3.23%) Analyst
9 3 (3.23%) Junior
10 2 (2.15%) C++ Developer
10 2 (2.15%) Junior Python Developer
11 1 (1.08%) Junior Quantitative Developer
11 1 (1.08%) Python Programmer
11 1 (1.08%) Graduate
11 1 (1.08%) Java Developer
11 1 (1.08%) Programmer
Libraries, Frameworks & Software Standards
1 76 (81.72%) Pandas
2 75 (80.65%) SciPy
3 28 (30.11%) Pyramid
4 16 (17.20%) Django
5 13 (13.98%) Twisted
6 8 (8.60%) Natural Language Processing
7 6 (6.45%) AngularJS
8 5 (5.38%) Matplotlib
8 5 (5.38%) RabbitMQ
8 5 (5.38%) Flask
9 3 (3.23%) Ruby on Rails
9 3 (3.23%) Esper
10 2 (2.15%) D3.js
10 2 (2.15%) REST
10 2 (2.15%) CSS3
10 2 (2.15%) Boost C++ Libraries
10 2 (2.15%) SQLAlchemy
10 2 (2.15%) HTML5
10 2 (2.15%) HTML
10 2 (2.15%) CSS
Miscellaneous
1 40 (43.01%) Statistics
2 33 (35.48%) Open Source
3 30 (32.26%) Hedge funds
4 28 (30.11%) Visualisation
5 22 (23.66%) Mathematics
6 20 (21.51%) Physics
7 12 (12.90%) Computer Science
8 5 (5.38%) Artificial Intelligence
9 1 (1.08%) Neural Network
9 1 (1.08%) Management Information System
9 1 (1.08%) Equities
Operating Systems
1 41 (44.09%) Linux
2 13 (13.98%) Windows
3 2 (2.15%) UNIX
3 2 (2.15%) Mac OS X
Processes & Methodologies
1 45 (48.39%) OO
2 19 (20.43%) Analytics
3 15 (16.13%) Agile Software Development
4 14 (15.05%) Data Analysis
5 13 (13.98%) Risk Management
5 13 (13.98%) Statistical Modelling
5 13 (13.98%) Information Retrieval
6 12 (12.90%) Numerical Analysis
6 12 (12.90%) Automated Testing
7 11 (11.83%) Business Development
7 11 (11.83%) Statistical Analysis
8 10 (10.75%) Unit Testing
8 10 (10.75%) Continuous Integration
9 9 (9.68%) Software Engineering
10 8 (8.60%) TDD
10 8 (8.60%) Machine Learning
10 8 (8.60%) Functional Programming
11 5 (5.38%) Scrum
11 5 (5.38%) Refactoring
12 3 (3.23%) OOP
Programming Languages
1 91 (97.85%) Python
2 48 (51.61%) C++
3 44 (47.31%) Java
4 28 (30.11%) MATLAB
5 25 (26.88%) R
6 24 (25.81%) C
7 17 (18.28%) SQL
8 12 (12.90%) Erlang
9 7 (7.53%) JavaScript
10 4 (4.30%) Ruby
11 2 (2.15%) C#
12 1 (1.08%) Clojure
Qualifications
1 32 (34.41%) PhD
2 11 (11.83%) Degree
Vendors
1 5 (5.38%) Oracle
London
Westbourne Partners
Salary: From £40,000 to £80,000 per annum salary dependant on experience (mult
Posted: 6 days ago
Oxford
I4 Recruitment
Salary: £45k - 65k per year + equity share + more
Posted: 18 days ago
Oxford, Oxfordshire
Bridge Noble
Salary: £40,000 - £65,000 per annum
Posted: 24 days ago