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 24 April 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
24 Apr 2015
Same period 2014 Same period 2013
NumPy
Rank 837 880 899
Rank change year-on-year
+43 +19
Permanent jobs citing NumPy 53 53 5
As % of all permanent IT jobs located in the UK 0.048% 0.044% 0.004%
As % of the Libraries, Frameworks & Software Standards category 0.13% 0.11% 0.011%
Number of salaries quoted 42 51 1
Average salary £70,000 £55,000 £50,000
Average salary % change year-on-year
+27.27% +10.00%
UK excluding London average salary £29,000 £38,750 -
% change year-on-year
-25.16% -

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
41667 48120 45320
As % of all permanent IT jobs located in the UK 37.66% 40.08% 40.36%
Number of salaries quoted 35440 40550 39481
Average salary £45,000 £42,500 £40,000
Average salary % change year-on-year
+5.88% +6.25%
90% offered a salary of more than £30,000 £30,000 £28,500
10% offered a salary of more than £65,000 £60,000 £62,500
UK excluding London average salary £40,000 £40,000 £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 24 April 2015 within the UK.

NumPy Salary Histogram in the UK

NumPy
Top 6 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 24 April 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
England +13 53 £70,000 +27.27% 8
London +31 52 £70,000 +27.27% 7
City of London +37 11 £60,000 +64.38% 3
South West - 1 £29,000 - 1
Plymouth - 1 £29,000 - 1
Devon - 1 £29,000 - 1

NumPy
Top 30 Related IT Skills

For the 6 months to 24 April 2015, 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 70 (87.50%) Python
2 61 (76.25%) Pandas
3 60 (75.00%) SciPy
4 56 (70.00%) Finance
5 46 (57.50%) Analytics
6 40 (50.00%) Agile Software Development
6 40 (50.00%) SQL
7 39 (48.75%) Hedge funds
8 34 (42.50%) Computer Science
9 33 (41.25%) Matplotlib
9 33 (41.25%) C++
10 32 (40.00%) Java
10 32 (40.00%) PhD
11 31 (38.75%) JavaScript
11 31 (38.75%) D3.js
12 30 (37.50%) R
13 27 (33.75%) Web Development
14 24 (30.00%) Software Engineering
14 24 (30.00%) Linux
14 24 (30.00%) TDD
15 23 (28.75%) Windows
15 23 (28.75%) BDD
15 23 (28.75%) Visualisation
16 22 (27.50%) Continuous Integration
17 21 (26.25%) Unit Testing
17 21 (26.25%) Refactoring
17 21 (26.25%) Highcharts JS
18 19 (23.75%) Git (software)
18 19 (23.75%) OO
19 18 (22.50%) Oracle

NumPy
Top Related IT Skills by Category

For the 6 months to 24 April 2015, 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 1 (1.25%) Apache Solr
1 1 (1.25%) Apache Pig
1 1 (1.25%) Elasticsearch
1 1 (1.25%) Apache Spark
Applications
1 7 (8.75%) Mathematica
Cloud Services
1 2 (2.50%) Amazon AWS
1 2 (2.50%) Heroku
2 1 (1.25%) GitHub
Database & Business Intelligence
1 16 (20.00%) MongoDB
1 16 (20.00%) NoSQL
2 10 (12.50%) Big Data
2 10 (12.50%) Spotfire
2 10 (12.50%) QlikView
3 8 (10.00%) Data Mining
4 6 (7.50%) SQL Server Analysis Services
5 4 (5.00%) OLAP
6 3 (3.75%) Apache Cassandra
7 2 (2.50%) MySQL
8 1 (1.25%) Data Warehouse
8 1 (1.25%) PostgreSQL
8 1 (1.25%) Sybase IQ
8 1 (1.25%) Hadoop
8 1 (1.25%) Apache Hive
8 1 (1.25%) SQLite
Development Applications
1 19 (23.75%) Git (software)
2 14 (17.50%) Mercurial
General
1 56 (70.00%) Finance
2 16 (20.00%) Marketing
3 13 (16.25%) Front Office
3 13 (16.25%) Back Office
4 4 (5.00%) Retail
4 4 (5.00%) Manufacturing
4 4 (5.00%) Advertising
5 3 (3.75%) Banking
5 3 (3.75%) Investment Banking
Job Titles
1 56 (70.00%) Developer
2 38 (47.50%) Python Developer
3 16 (20.00%) Analyst
4 10 (12.50%) Senior Analyst
4 10 (12.50%) Business Intelligence Analyst
5 9 (11.25%) Senior Business Intelligence Analyst
6 8 (10.00%) Quantitative Developer
7 6 (7.50%) Data Analyst
7 6 (7.50%) Java Developer
7 6 (7.50%) AWS Developer
8 4 (5.00%) Business Analyst
9 3 (3.75%) Junior
9 3 (3.75%) Senior Business Analyst
9 3 (3.75%) Technical Leader
9 3 (3.75%) Junior Developer
9 3 (3.75%) Junior Python Developer
10 2 (2.50%) Python/Django Developer
10 2 (2.50%) Chief Technology Officer
10 2 (2.50%) Software Developer
11 1 (1.25%) Senior Data Analyst
Libraries, Frameworks & Software Standards
1 61 (76.25%) Pandas
2 60 (75.00%) SciPy
3 33 (41.25%) Matplotlib
4 31 (38.75%) D3.js
5 21 (26.25%) Highcharts JS
6 15 (18.75%) Pyramid
7 7 (8.75%) .NET
8 5 (6.25%) HTML
9 4 (5.00%) CSS
10 3 (3.75%) Ruby on Rails
10 3 (3.75%) Akka
10 3 (3.75%) REST
10 3 (3.75%) scikit-learn
11 2 (2.50%) Flask
11 2 (2.50%) Django
11 2 (2.50%) Boost C++ Libraries
11 2 (2.50%) SQLAlchemy
12 1 (1.25%) HTML5
12 1 (1.25%) Memcached
12 1 (1.25%) STL
Miscellaneous
1 39 (48.75%) Hedge funds
2 34 (42.50%) Computer Science
3 23 (28.75%) Visualisation
4 12 (15.00%) Equities
5 9 (11.25%) Analytical Skills
6 7 (8.75%) Algorithms
6 7 (8.75%) Statistics
6 7 (8.75%) Market Risk
7 6 (7.50%) Fixed Income
7 6 (7.50%) Derivative
7 6 (7.50%) Foreign Exchange (FX)
8 5 (6.25%) Mathematics
8 5 (6.25%) Physics
9 4 (5.00%) Mobile App
10 1 (1.25%) Open Source
10 1 (1.25%) Biotechnology
10 1 (1.25%) Management Information System
10 1 (1.25%) Artificial Intelligence
10 1 (1.25%) Data Structures
Operating Systems
1 24 (30.00%) Linux
2 23 (28.75%) Windows
3 4 (5.00%) Android
3 4 (5.00%) Apple iOS
4 2 (2.50%) Ubuntu
5 1 (1.25%) Solaris
5 1 (1.25%) Debian
Processes & Methodologies
1 46 (57.50%) Analytics
2 40 (50.00%) Agile Software Development
3 27 (33.75%) Web Development
4 24 (30.00%) TDD
4 24 (30.00%) Software Engineering
5 23 (28.75%) BDD
6 22 (27.50%) Continuous Integration
7 21 (26.25%) Unit Testing
7 21 (26.25%) Refactoring
8 19 (23.75%) OO
9 11 (13.75%) Business Intelligence
9 11 (13.75%) Digital Marketing
10 8 (10.00%) Machine Learning
10 8 (10.00%) Data Analysis
11 7 (8.75%) Big Data Analytics
11 7 (8.75%) Portfolio Management
12 6 (7.50%) Functional Programming
12 6 (7.50%) Data Analytics
12 6 (7.50%) Statistical Analysis
12 6 (7.50%) Extreme Programming
Programming Languages
1 70 (87.50%) Python
2 40 (50.00%) SQL
3 33 (41.25%) C++
4 32 (40.00%) Java
5 31 (38.75%) JavaScript
6 30 (37.50%) R
7 15 (18.75%) MATLAB
8 12 (15.00%) C#
9 11 (13.75%) VBA
10 9 (11.25%) Scala
11 3 (3.75%) C
11 3 (3.75%) Ruby
12 2 (2.50%) Cython
13 1 (1.25%) Go
13 1 (1.25%) IPython
13 1 (1.25%) Haskell
13 1 (1.25%) Perl
Qualifications
1 32 (40.00%) PhD
2 11 (13.75%) Degree
System Software
1 1 (1.25%) Varnish
1 1 (1.25%) Docker
Systems Management
1 1 (1.25%) HAProxy
Vendors
1 18 (22.50%) Oracle
2 11 (13.75%) Tableau
3 4 (5.00%) Adobe
3 4 (5.00%) Omniture
4 1 (1.25%) Sybase
4 1 (1.25%) IBM
London
Westbourne Partners
Salary: From £40,000 to £80,000 per annum salary dependant on experience (mult
Posted: 10 hours ago
London
Westbourne Partners
Salary: From £50,000 to £90,000 per annum Level of salary really dependent on
Posted: 11 hours ago
City, London
Quant Capital
Salary: Up to £50,000 per annum
Posted: 3 days ago
City of London
iKonnect
Salary: £150000 per annum + Benefits & Bonus
Posted: 4 days ago
Plymouth, Devon
Benson Price Consultants Ltd
Posted: 4 days ago
City, London
Harrington Starr
Salary: £500 - £800 per annum
Posted: 5 days ago
London
Quant Capital
Salary: From £50,000 to £70,000 per annum + benefits and bonus
Posted: 6 days ago