The first table below looks at the demand for SciPy skills in IT jobs advertised for the England region. Included is a guide to the average salaries offered in IT jobs that have cited SciPy over the 3 months to 24 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 for the England region.

Location
3 months to
24 Jul 2014
Same period 2013 Same period 2012
SciPy
Rank 840 835 856
Rank change year-on-year
-5 +21
Permanent jobs citing SciPy 38 18 10
As % of all permanent IT jobs located in England 0.035% 0.018% 0.009%
As % of the Libraries, Frameworks & Software Standards category 0.088% 0.044% 0.022%
Number of salaries quoted 36 11 7
Average salary £67,500 £100,000 £65,000
Average salary % change year-on-year
-32.50% +53.84%
90% offered a salary of more than £51,250 £57,500 £40,000
10% offered a salary of more than £97,500 £100,000 £85,000
UK excluding London average salary £42,500 - -
Libraries, Frameworks & Software Standards Category
England
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
43120 40688 46169
As % of all permanent IT jobs located in England 39.21% 39.94% 41.50%
Number of salaries quoted 37004 35545 41097
Average salary £43,000 £40,000 £40,000
Average salary % change year-on-year
+7.50% -
90% offered a salary of more than £30,000 £28,000 £28,500
10% offered a salary of more than £65,000 £65,000 £62,500
UK excluding London average salary £40,000 £37,500 £37,500
% change year-on-year
+6.66% -
SciPy
UK

SciPy
Jobs Demand Trend in England

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

SciPy Jobs Demand Trend in England

SciPy
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing SciPy across the England region.

SciPy Salary Trend in England

SciPy
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing SciPy across the England region over the 3 months to 24 July 2014.

SciPy Salary Histogram in England

SciPy
Job Locations in England

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing SciPy within the England region over the 3 months to 24 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
London -15 33 £70,000 -30.00% 2
East of England - 3 £32,500 -
West Midlands - 2 £52,500 -
SciPy
UK

SciPy
Top 30 Related IT Skills in England

For the 6 months to 24 July 2014, IT jobs across the England region citing SciPy 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 SciPy.

1 84 (96.55%) Python
2 75 (86.21%) NumPy
3 38 (43.68%) OO
3 38 (43.68%) Open Source
4 36 (41.38%) R
5 33 (37.93%) Finance
6 31 (35.63%) Statistics
7 30 (34.48%) Linux
7 30 (34.48%) Visualisation
8 28 (32.18%) C++
8 28 (32.18%) Java
8 28 (32.18%) MATLAB
9 25 (28.74%) SQL
9 25 (28.74%) Hedge funds
10 23 (26.44%) PhD
11 22 (25.29%) Maven
12 20 (22.99%) Statistical Analysis
12 20 (22.99%) C
13 19 (21.84%) Hadoop
13 19 (21.84%) Physics
14 18 (20.69%) Mathematics
15 16 (18.39%) Agile Software Development
15 16 (18.39%) Data Analysis
15 16 (18.39%) Front Office
15 16 (18.39%) Django
15 16 (18.39%) Continuous Integration
15 16 (18.39%) Analytics
15 16 (18.39%) MongoDB
16 15 (17.24%) Unit Testing
17 14 (16.09%) Erlang

SciPy
Top Related IT Skills in England by Category

For the 6 months to 24 July 2014, IT jobs across the England region citing SciPy 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 SciPy. Up to 20 skills are shown per category.

Application Platforms
1 12 (13.79%) Apache Pig
2 2 (2.30%) Elasticsearch
3 1 (1.15%) Tornado
3 1 (1.15%) SAS
Cloud Services
1 12 (13.79%) Amazon EC2
1 12 (13.79%) Amazon S3
1 12 (13.79%) Amazon AWS
1 12 (13.79%) Amazon EMR
Communications & Networking
1 6 (6.90%) Internet
Database & Business Intelligence
1 19 (21.84%) Hadoop
2 16 (18.39%) MongoDB
3 13 (14.94%) NoSQL
4 12 (13.79%) Apache Hive
4 12 (13.79%) Mahout
4 12 (13.79%) Impala
4 12 (13.79%) PostgreSQL
5 6 (6.90%) Data Mining
5 6 (6.90%) Apache Cassandra
6 4 (4.60%) Big Data
6 4 (4.60%) KDB
7 3 (3.45%) Redis
7 3 (3.45%) Text Mining
8 2 (2.30%) Relational Database
Development Applications
1 22 (25.29%) Maven
2 11 (12.64%) Yeoman
3 6 (6.90%) Jenkins
3 6 (6.90%) Git (software)
General
1 33 (37.93%) Finance
2 16 (18.39%) Front Office
3 5 (5.75%) Telecoms
3 5 (5.75%) Retail
4 3 (3.45%) Games
5 2 (2.30%) Banking
5 2 (2.30%) Investment Banking
5 2 (2.30%) Marketing
6 1 (1.15%) Back Office
Job Titles
1 62 (71.26%) Developer
2 57 (65.52%) Python Developer
3 21 (24.14%) Data Scientist
4 18 (20.69%) Quantitative Developer
5 15 (17.24%) Senior Developer
6 12 (13.79%) Senior Python Developer
7 10 (11.49%) Python/Django Developer
8 7 (8.05%) Data Analyst
8 7 (8.05%) Analyst
9 4 (4.60%) Data Consultant
9 4 (4.60%) Consultant
9 4 (4.60%) Senior Quantitative Developer
10 2 (2.30%) C++ Developer
10 2 (2.30%) Junior Developer
10 2 (2.30%) Junior Python Developer
10 2 (2.30%) Junior
11 1 (1.15%) Lead Programmer
11 1 (1.15%) Programmer
11 1 (1.15%) Lead Developer
11 1 (1.15%) Python Programmer
Libraries, Frameworks & Software Standards
1 75 (86.21%) NumPy
2 16 (18.39%) Django
3 12 (13.79%) Natural Language Processing
4 8 (9.20%) D3.js
4 8 (9.20%) Matplotlib
5 6 (6.90%) Flask
5 6 (6.90%) RabbitMQ
6 4 (4.60%) AngularJS
6 4 (4.60%) Esper
7 2 (2.30%) STL
7 2 (2.30%) Boost C++ Libraries
8 1 (1.15%) Highcharts JS
Miscellaneous
1 38 (43.68%) Open Source
2 31 (35.63%) Statistics
3 30 (34.48%) Visualisation
4 25 (28.74%) Hedge funds
5 19 (21.84%) Physics
6 18 (20.69%) Mathematics
7 10 (11.49%) Computer Science
8 5 (5.75%) Artificial Intelligence
9 2 (2.30%) Neural Network
10 1 (1.15%) Management Information System
Operating Systems
1 30 (34.48%) Linux
2 11 (12.64%) Windows
3 2 (2.30%) UNIX
Processes & Methodologies
1 38 (43.68%) OO
2 20 (22.99%) Statistical Analysis
3 16 (18.39%) Agile Software Development
3 16 (18.39%) Data Analysis
3 16 (18.39%) Continuous Integration
3 16 (18.39%) Analytics
4 15 (17.24%) Unit Testing
5 11 (12.64%) Risk Management
5 11 (12.64%) User Stories
5 11 (12.64%) Machine Learning
6 10 (11.49%) Use Case
6 10 (11.49%) Numerical Analysis
6 10 (11.49%) Statistical Modelling
6 10 (11.49%) Automated Testing
7 9 (10.34%) Business Analysis
7 9 (10.34%) Data Munging
8 8 (9.20%) Software Engineering
9 7 (8.05%) TDD
10 6 (6.90%) Data Visualisation
11 5 (5.75%) Data Analytics
Programming Languages
1 84 (96.55%) Python
2 36 (41.38%) R
3 28 (32.18%) C++
3 28 (32.18%) Java
3 28 (32.18%) MATLAB
4 25 (28.74%) SQL
5 20 (22.99%) C
6 14 (16.09%) Erlang
7 12 (13.79%) VBA
8 11 (12.64%) Clojure
8 11 (12.64%) Bash Shell
9 4 (4.60%) JavaScript
10 2 (2.30%) C#
11 1 (1.15%) Scala
11 1 (1.15%) IronPython
Qualifications
1 23 (26.44%) PhD
2 10 (11.49%) SC Cleared
2 10 (11.49%) Security Cleared
3 9 (10.34%) Degree
System Software
1 6 (6.90%) VirtualBox
Systems Management
1 6 (6.90%) Vagrant
Vendors
1 5 (5.75%) Oracle
City, London
Connectus
Salary: £45000 - £68000 per annum + benefits
Posted: Yesterday
London
Westbourne Partners
Salary: From £40,000 to £80,000 per annum salary dependant on experience (mult
Posted: 4 days ago