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 3 September 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
3 Sep 2015
Same period 2014 Same period 2013
NumPy
Rank 838 863 853
Rank change year-on-year
+25 -10
Permanent jobs citing NumPy 53 33 32
As % of all permanent IT jobs located in the UK 0.049% 0.029% 0.030%
As % of the Libraries, Frameworks & Software Standards category 0.13% 0.075% 0.075%
Number of salaries quoted 48 31 22
Average salary £75,000 £70,000 £100,000
Average salary % change year-on-year
+7.14% -30.00%
90% offered a salary of more than £49,250 £47,500 £66,250
10% offered a salary of more than £85,750 £110,000 £110,000
UK excluding London average salary £35,000 £47,500 -
% change year-on-year
-26.31% -

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
40714 44135 42721
As % of all permanent IT jobs located in the UK 37.38% 38.17% 39.87%
Number of salaries quoted 34884 37107 36998
Average salary £45,000 £42,500 £42,000
Average salary % change year-on-year
+5.88% +1.19%
90% offered a salary of more than £30,000 £30,000 £28,500
10% offered a salary of more than £67,500 £62,500 £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 3 September 2015 within the UK.

NumPy Salary Histogram in the UK

NumPy
Top 9 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 3 September 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 +41 53 £75,000 +7.14% 8
London +34 50 £75,000 +7.14% 4
City of London +43 18 £75,000 +35.13% 2
South East +3 2 £47,500 -
Slough - 2 £47,500 -
Berkshire - 2 £47,500 -
Devon - 1 £25,000 -
Plymouth - 1 £25,000 -
South West - 1 £25,000 -

NumPy
Top 30 Related IT Skills

For the 6 months to 3 September 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 89 (81.65%) Python
2 77 (70.64%) SciPy
3 70 (64.22%) Finance
4 66 (60.55%) Pandas
5 58 (53.21%) C++
5 58 (53.21%) Java
6 51 (46.79%) Computer Science
7 49 (44.95%) Hedge funds
8 47 (43.12%) Linux
9 45 (41.28%) Software Engineering
10 43 (39.45%) Agile Software Development
11 41 (37.61%) Analytics
12 40 (36.70%) PhD
13 39 (35.78%) SQL
14 38 (34.86%) Oracle
15 36 (33.03%) MongoDB
16 35 (32.11%) R
16 35 (32.11%) JavaScript
16 35 (32.11%) OO
17 34 (31.19%) Degree
17 34 (31.19%) Pyramid
18 33 (30.28%) Matplotlib
18 33 (30.28%) D3.js
19 31 (28.44%) Continuous Integration
19 31 (28.44%) Algorithms
20 30 (27.52%) Git (software)
20 30 (27.52%) NoSQL
20 30 (27.52%) BDD
20 30 (27.52%) Unit Testing
20 30 (27.52%) Windows

NumPy
Top Related IT Skills by Category

For the 6 months to 3 September 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 4 (3.67%) Apache
1 4 (3.67%) Elasticsearch
1 4 (3.67%) Apache Spark
2 1 (0.92%) IPython
2 1 (0.92%) Apache Solr
2 1 (0.92%) Apache Pig
Applications
1 19 (17.43%) Mathematica
Cloud Services
1 3 (2.75%) Amazon AWS
2 2 (1.83%) Cloud Computing
3 1 (0.92%) Heroku
3 1 (0.92%) GitHub
Communications & Networking
1 1 (0.92%) Skype
Database & Business Intelligence
1 36 (33.03%) MongoDB
2 30 (27.52%) NoSQL
3 17 (15.60%) Big Data
4 6 (5.50%) KDB
5 5 (4.59%) MySQL
5 5 (4.59%) RDBMS
5 5 (4.59%) Relational Database
5 5 (4.59%) Apache Cassandra
6 4 (3.67%) Hadoop
7 3 (2.75%) Apache Hive
7 3 (2.75%) PostgreSQL
7 3 (2.75%) Spotfire
7 3 (2.75%) QlikView
7 3 (2.75%) SQL Server Analysis Services
7 3 (2.75%) Data Mining
8 2 (1.83%) OLAP
Development Applications
1 30 (27.52%) Git (software)
2 28 (25.69%) Mercurial
3 6 (5.50%) Maven
General
1 70 (64.22%) Finance
2 10 (9.17%) Front Office
3 6 (5.50%) Banking
3 6 (5.50%) Marketing
4 4 (3.67%) Back Office
5 3 (2.75%) Investment Banking
6 2 (1.83%) Retail
6 2 (1.83%) Manufacturing
Job Titles
1 85 (77.98%) Developer
2 51 (46.79%) Python Developer
3 18 (16.51%) Java Developer
4 17 (15.60%) Senior Developer
5 13 (11.93%) C++ Developer
6 12 (11.01%) Analyst
7 10 (9.17%) Senior Python Developer
8 8 (7.34%) Data Analyst
9 4 (3.67%) Junior
9 4 (3.67%) Senior Java Developer
9 4 (3.67%) Business Intelligence Analyst
10 3 (2.75%) Technical Leader
10 3 (2.75%) Senior C++ Developer
10 3 (2.75%) Junior Developer
10 3 (2.75%) Senior Analyst
10 3 (2.75%) Senior Business Intelligence Analyst
10 3 (2.75%) Data Scientist
11 2 (1.83%) Junior C++ Developer
11 2 (1.83%) Java/J2EE Developer
11 2 (1.83%) Quantitative Developer
Libraries, Frameworks & Software Standards
1 77 (70.64%) SciPy
2 66 (60.55%) Pandas
3 34 (31.19%) Pyramid
4 33 (30.28%) D3.js
4 33 (30.28%) Matplotlib
5 29 (26.61%) Highcharts JS
6 13 (11.93%) Boost C++ Libraries
7 12 (11.01%) .NET
8 10 (9.17%) AngularJS
9 8 (7.34%) scikit-learn
10 7 (6.42%) Flask
10 7 (6.42%) STL
11 5 (4.59%) Akka
12 4 (3.67%) CSS
12 4 (3.67%) HTML
13 3 (2.75%) ASP.NET
13 3 (2.75%) JDBC
13 3 (2.75%) Natural Language Processing
13 3 (2.75%) Hibernate
13 3 (2.75%) Spring
Miscellaneous
1 51 (46.79%) Computer Science
2 49 (44.95%) Hedge funds
3 31 (28.44%) Algorithms
4 19 (17.43%) Visualisation
5 18 (16.51%) Foreign Exchange (FX)
5 18 (16.51%) Fixed Income
5 18 (16.51%) Equities
5 18 (16.51%) Derivative
6 17 (15.60%) Analytical Skills
7 16 (14.68%) Market Risk
8 15 (13.76%) Mathematics
9 12 (11.01%) Statistics
10 4 (3.67%) Physics
10 4 (3.67%) Data Structures
11 3 (2.75%) Artificial Intelligence
12 2 (1.83%) Mobile App
13 1 (0.92%) Client/Server
13 1 (0.92%) Blog
13 1 (0.92%) Management Information System
Operating Systems
1 47 (43.12%) Linux
2 30 (27.52%) Windows
3 8 (7.34%) UNIX
4 2 (1.83%) Android
4 2 (1.83%) Apple iOS
Processes & Methodologies
1 45 (41.28%) Software Engineering
2 43 (39.45%) Agile Software Development
3 41 (37.61%) Analytics
4 35 (32.11%) OO
5 31 (28.44%) Continuous Integration
6 30 (27.52%) BDD
6 30 (27.52%) Unit Testing
6 30 (27.52%) TDD
6 30 (27.52%) Web Development
7 29 (26.61%) Refactoring
8 17 (15.60%) Functional Programming
9 10 (9.17%) Statistical Analysis
10 9 (8.26%) Big Data Analytics
11 8 (7.34%) Open Source
11 8 (7.34%) Systematic Trading
11 8 (7.34%) Low Latency
12 6 (5.50%) Machine Learning
13 5 (4.59%) Predictive Analytics
14 4 (3.67%) Data Analysis
14 4 (3.67%) Business Intelligence
Programming Languages
1 89 (81.65%) Python
2 58 (53.21%) C++
2 58 (53.21%) Java
3 39 (35.78%) SQL
4 35 (32.11%) JavaScript
4 35 (32.11%) R
5 27 (24.77%) MATLAB
6 22 (20.18%) Scala
7 7 (6.42%) C#
8 3 (2.75%) C
8 3 (2.75%) VBA
9 2 (1.83%) Ruby
10 1 (0.92%) Haskell
10 1 (0.92%) Cython
10 1 (0.92%) Go
10 1 (0.92%) Perl
Qualifications
1 40 (36.70%) PhD
2 34 (31.19%) Degree
System Software
1 2 (1.83%) HDFS
Systems Management
1 2 (1.83%) Puppet
1 2 (1.83%) Opscode Chef
Vendors
1 38 (34.86%) Oracle
2 4 (3.67%) Tableau
3 2 (1.83%) Adobe
3 2 (1.83%) Omniture
4 1 (0.92%) Google
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £40000 - £50000 per annum + Interview slots available!
Posted: Yesterday
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