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 22 May 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
22 May 2015
Same period 2014 Same period 2013
NumPy
Rank 827 844 883
Rank change year-on-year
+17 +39
Permanent jobs citing NumPy 56 63 4
As % of all permanent IT jobs located in the UK 0.052% 0.054% 0.004%
As % of the Libraries, Frameworks & Software Standards category 0.14% 0.13% 0.009%
Number of salaries quoted 42 60 0
Average salary £61,250 £55,000 -
Average salary % change year-on-year
+11.36% -
UK excluding London average salary £29,000 £37,500 -
% change year-on-year
-22.66% -

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
40417 46852 44018
As % of all permanent IT jobs located in the UK 37.83% 39.90% 40.46%
Number of salaries quoted 34526 40022 38253
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 £28,000
10% offered a salary of more than £65,000 £60,000 £65,000
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 22 May 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 22 May 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 +28 56 £61,250 +11.36% 12
London +38 51 £72,500 +31.81% 9
City of London +50 16 £58,750 +60.95% 5
South West - 5 £29,000 -
Plymouth - 5 £29,000 -
Devon - 5 £29,000 -

NumPy
Top 30 Related IT Skills

For the 6 months to 22 May 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 71 (85.54%) Python
2 60 (72.29%) SciPy
3 57 (68.67%) Pandas
4 55 (66.27%) Finance
5 48 (57.83%) Analytics
6 42 (50.60%) SQL
7 39 (46.99%) C++
8 38 (45.78%) Java
8 38 (45.78%) Hedge funds
9 37 (44.58%) Agile Software Development
10 36 (43.37%) Computer Science
11 32 (38.55%) R
12 31 (37.35%) Matplotlib
12 31 (37.35%) PhD
13 29 (34.94%) D3.js
14 26 (31.33%) Software Engineering
14 26 (31.33%) JavaScript
15 25 (30.12%) Linux
16 24 (28.92%) Web Development
17 23 (27.71%) Visualisation
18 21 (25.30%) BDD
18 21 (25.30%) OO
18 21 (25.30%) Windows
18 21 (25.30%) Oracle
18 21 (25.30%) TDD
19 20 (24.10%) MATLAB
19 20 (24.10%) Continuous Integration
20 19 (22.89%) Degree
20 19 (22.89%) Unit Testing
20 19 (22.89%) Highcharts JS

NumPy
Top Related IT Skills by Category

For the 6 months to 22 May 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 (1.20%) Elasticsearch
1 1 (1.20%) Apache Pig
1 1 (1.20%) Apache Spark
1 1 (1.20%) Apache Solr
Applications
1 9 (10.84%) Mathematica
Cloud Services
1 3 (3.61%) Amazon AWS
2 2 (2.41%) Heroku
3 1 (1.20%) GitHub
3 1 (1.20%) Cloud Computing
Database & Business Intelligence
1 18 (21.69%) MongoDB
1 18 (21.69%) NoSQL
2 15 (18.07%) Big Data
3 10 (12.05%) Spotfire
3 10 (12.05%) QlikView
4 7 (8.43%) Data Mining
5 6 (7.23%) SQL Server Analysis Services
6 4 (4.82%) OLAP
6 4 (4.82%) Apache Cassandra
7 2 (2.41%) MySQL
8 1 (1.20%) Apache Hive
8 1 (1.20%) Hadoop
8 1 (1.20%) SQLite
8 1 (1.20%) Data Warehouse
8 1 (1.20%) Sybase IQ
8 1 (1.20%) PostgreSQL
Development Applications
1 17 (20.48%) Git (software)
2 16 (19.28%) Mercurial
General
1 55 (66.27%) Finance
2 16 (19.28%) Marketing
3 9 (10.84%) Front Office
3 9 (10.84%) Back Office
4 4 (4.82%) Manufacturing
4 4 (4.82%) Advertising
4 4 (4.82%) Banking
4 4 (4.82%) Retail
4 4 (4.82%) Investment Banking
Job Titles
1 54 (65.06%) Developer
2 36 (43.37%) Python Developer
3 20 (24.10%) Analyst
4 10 (12.05%) Data Analyst
4 10 (12.05%) Senior Analyst
4 10 (12.05%) Business Intelligence Analyst
5 9 (10.84%) Senior Business Intelligence Analyst
6 8 (9.64%) Java Developer
7 5 (6.02%) AWS Developer
8 4 (4.82%) Business Analyst
8 4 (4.82%) Quantitative Developer
9 3 (3.61%) Chief Technology Officer
9 3 (3.61%) Technical Leader
9 3 (3.61%) Senior Python Developer
9 3 (3.61%) C++ Developer
9 3 (3.61%) Senior Developer
9 3 (3.61%) Senior Business Analyst
10 2 (2.41%) Software Developer
10 2 (2.41%) Python/Django Developer
11 1 (1.20%) Data Scientist
Libraries, Frameworks & Software Standards
1 60 (72.29%) SciPy
2 57 (68.67%) Pandas
3 31 (37.35%) Matplotlib
4 29 (34.94%) D3.js
5 19 (22.89%) Highcharts JS
6 17 (20.48%) Pyramid
7 9 (10.84%) .NET
8 4 (4.82%) Boost C++ Libraries
8 4 (4.82%) Akka
9 3 (3.61%) scikit-learn
9 3 (3.61%) STL
10 2 (2.41%) ASP.NET
10 2 (2.41%) Django
10 2 (2.41%) Ruby on Rails
10 2 (2.41%) SQLAlchemy
10 2 (2.41%) REST
10 2 (2.41%) Flask
11 1 (1.20%) Memcached
11 1 (1.20%) Java EE
11 1 (1.20%) Middleware
Miscellaneous
1 38 (45.78%) Hedge funds
2 36 (43.37%) Computer Science
3 23 (27.71%) Visualisation
4 13 (15.66%) Equities
4 13 (15.66%) Analytical Skills
5 12 (14.46%) Algorithms
6 10 (12.05%) Mathematics
7 9 (10.84%) Market Risk
7 9 (10.84%) Statistics
8 8 (9.64%) Foreign Exchange (FX)
8 8 (9.64%) Fixed Income
8 8 (9.64%) Derivative
9 6 (7.23%) Physics
10 4 (4.82%) Data Structures
10 4 (4.82%) Mobile App
11 1 (1.20%) Biotechnology
11 1 (1.20%) Artificial Intelligence
11 1 (1.20%) Management Information System
Operating Systems
1 25 (30.12%) Linux
2 21 (25.30%) Windows
3 4 (4.82%) Apple iOS
3 4 (4.82%) Android
4 2 (2.41%) UNIX
5 1 (1.20%) Ubuntu
5 1 (1.20%) Solaris
5 1 (1.20%) Debian
Processes & Methodologies
1 48 (57.83%) Analytics
2 37 (44.58%) Agile Software Development
3 26 (31.33%) Software Engineering
4 24 (28.92%) Web Development
5 21 (25.30%) BDD
5 21 (25.30%) OO
5 21 (25.30%) TDD
6 20 (24.10%) Continuous Integration
7 19 (22.89%) Unit Testing
8 18 (21.69%) Refactoring
9 11 (13.25%) Digital Marketing
9 11 (13.25%) Business Intelligence
10 10 (12.05%) Data Analysis
10 10 (12.05%) Big Data Analytics
11 8 (9.64%) Statistical Analysis
11 8 (9.64%) Functional Programming
12 7 (8.43%) Machine Learning
13 6 (7.23%) Data Analytics
14 5 (6.02%) Pair Programming
14 5 (6.02%) Extreme Programming
Programming Languages
1 71 (85.54%) Python
2 42 (50.60%) SQL
3 39 (46.99%) C++
4 38 (45.78%) Java
5 32 (38.55%) R
6 26 (31.33%) JavaScript
7 20 (24.10%) MATLAB
8 13 (15.66%) C#
9 12 (14.46%) Scala
10 11 (13.25%) VBA
11 3 (3.61%) Ruby
11 3 (3.61%) C
12 2 (2.41%) Cython
13 1 (1.20%) Go
13 1 (1.20%) IPython
13 1 (1.20%) Haskell
13 1 (1.20%) Perl
Qualifications
1 31 (37.35%) PhD
2 19 (22.89%) Degree
System Software
1 1 (1.20%) Varnish
Vendors
1 21 (25.30%) Oracle
2 11 (13.25%) Tableau
3 4 (4.82%) Adobe
3 4 (4.82%) Omniture
4 1 (1.20%) IBM
4 1 (1.20%) Sybase
City, London
TEKsystems
Salary: £60000 - £120000 per annum + e
Posted: 19 hours ago
City of London
Harrington Starr
Salary: £70000 - £105000 per annum + Bonus + benefits + training
Posted: Yesterday
City, London
TEKsystems
Salary: £50000 - £65000 per annum + benefits + stock options
Posted: 2 days ago
Cambridge
Real Staffing
Salary: £40000 - £60000 per annum + competitive
Posted: 2 days ago
London
Westbourne Partners
Salary: From £40,000 to £80,000 per annum salary dependant on experience (mult
Posted: 3 days ago
London
Westbourne Partners
Salary: From £50,000 to £90,000 per annum Level of salary really dependent on
Posted: 3 days ago
London
Harnham
Salary: £40000 - £55000 per annum + Benefits
Posted: 5 days ago
City, London
Harrington Starr
Salary: £500 - £800 per annum
Posted: 5 days ago
Central London / West End
Client Server
Salary: £40k to £55k + bonus + benefits
Posted: 5 days ago
Cambridge
Real Staffing
Salary: £40000 - £60000 per annum + competitive
Posted: 6 days ago
Cambridge, Cambridgeshire
Quant Capital
Salary: Up to £60,000 per annum Bonus Medical Pension (8%)
Posted: 6 days ago
City of London
iKonnect
Salary: £80000 per annum + Negotiable depending on experience
Posted: 10 days ago