The table below looks at the statistics 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 26 January 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
26 Jan 2015
Same period 2014 Same period 2013
SciPy
Rank 822 833 884
Rank change year-on-year
+11 +51
Permanent jobs citing SciPy 29 18 3
As % of all permanent IT jobs located in England 0.029% 0.019% 0.003%
As % of the Libraries, Frameworks & Software Standards category 0.080% 0.045% 0.007%
Number of salaries quoted 25 17 3
Average salary £65,000 £75,000 £35,000
Average salary % change year-on-year
-13.33% +114.28%
UK excluding London average salary - £35,000 £35,000
SciPy
UK

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

Libraries, Frameworks & Software Standards Category
England
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
36465 39914 44425
As % of all permanent IT jobs located in England 37.05% 41.20% 42.45%
Number of salaries quoted 31637 33638 39845
Average salary £42,500 £42,500 £40,000
Average salary % change year-on-year
- +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 £62,500
UK excluding London average salary £40,000 £38,000 £37,500
% change year-on-year
+5.26% +1.33%

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 26 January 2015.

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 26 January 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
London +20 29 £65,000 -13.33% 5
SciPy
UK

SciPy
Top 30 Related IT Skills in England

For the 6 months to 26 January 2015, 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 63 (95.45%) Python
2 53 (80.30%) Pandas
3 48 (72.73%) NumPy
4 38 (57.58%) Agile Software Development
5 36 (54.55%) Visualisation
6 33 (50.00%) Hedge funds
6 33 (50.00%) Finance
7 29 (43.94%) Analytics
8 26 (39.39%) Git (software)
9 25 (37.88%) Linux
10 24 (36.36%) Open Source
10 24 (36.36%) D3.js
11 23 (34.85%) SQL
12 22 (33.33%) Unit Testing
12 22 (33.33%) Continuous Integration
13 20 (30.30%) R
14 19 (28.79%) Analytical Skills
15 18 (27.27%) Computer Science
16 17 (25.76%) Apache Hive
16 17 (25.76%) Apache Pig
16 17 (25.76%) C++
16 17 (25.76%) Algorithms
16 17 (25.76%) Impala
16 17 (25.76%) Time Series Analysis
17 16 (24.24%) Cascalog
17 16 (24.24%) VBA
17 16 (24.24%) Java
17 16 (24.24%) JavaScript
17 16 (24.24%) Jenkins
17 16 (24.24%) Amazon EMR

SciPy
Top Related IT Skills in England by Category

For the 6 months to 26 January 2015, 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 17 (25.76%) Apache Pig
2 1 (1.52%) SAS
Applications
1 2 (3.03%) Mathematica
2 1 (1.52%) Weka
2 1 (1.52%) SPSS
Cloud Services
1 16 (24.24%) Amazon EC2
1 16 (24.24%) Amazon S3
1 16 (24.24%) Amazon EMR
2 14 (21.21%) Amazon AWS
3 1 (1.52%) PaaS
3 1 (1.52%) Heroku
Communications & Networking
1 3 (4.55%) HTTP
Database & Business Intelligence
1 17 (25.76%) Apache Hive
1 17 (25.76%) Impala
2 15 (22.73%) MongoDB
3 14 (21.21%) Mahout
3 14 (21.21%) PostgreSQL
3 14 (21.21%) Hadoop
4 10 (15.15%) NoSQL
5 5 (7.58%) Big Data
5 5 (7.58%) Data Mining
6 2 (3.03%) KDB
7 1 (1.52%) Relational Database
Development Applications
1 26 (39.39%) Git (software)
2 16 (24.24%) Jenkins
2 16 (24.24%) Yeoman
3 10 (15.15%) Maven
4 2 (3.03%) Trac
4 2 (3.03%) Mercurial
4 2 (3.03%) LabVIEW
4 2 (3.03%) Bugzilla
4 2 (3.03%) Subversion
General
1 33 (50.00%) Finance
2 14 (21.21%) Front Office
3 8 (12.12%) Back Office
4 6 (9.09%) Retail
5 4 (6.06%) Telecoms
6 2 (3.03%) Law
6 2 (3.03%) Marketing
Job Titles
1 44 (66.67%) Developer
2 31 (46.97%) Python Developer
3 17 (25.76%) Data Scientist
4 14 (21.21%) Quantitative Developer
5 8 (12.12%) Junior Developer
5 8 (12.12%) Junior
6 7 (10.61%) Junior Python Developer
7 5 (7.58%) Junior Quantitative Developer
8 4 (6.06%) Analyst
9 3 (4.55%) Senior Developer
9 3 (4.55%) Data Analyst
9 3 (4.55%) Senior Python Developer
10 2 (3.03%) Programmer
10 2 (3.03%) Software Engineer
10 2 (3.03%) Research Engineer
11 1 (1.52%) Senior Data Modeller
11 1 (1.52%) Python/Django Developer
11 1 (1.52%) Graduate
11 1 (1.52%) Software Developer
11 1 (1.52%) Senior Analyst
Libraries, Frameworks & Software Standards
1 53 (80.30%) Pandas
2 48 (72.73%) NumPy
3 24 (36.36%) D3.js
4 16 (24.24%) Cascalog
5 13 (19.70%) Natural Language Processing
6 12 (18.18%) Pyramid
7 9 (13.64%) Matplotlib
8 8 (12.12%) HTML
9 7 (10.61%) Highcharts JS
10 4 (6.06%) CSS
11 3 (4.55%) Boost C++ Libraries
11 3 (4.55%) AngularJS
12 2 (3.03%) OpenCV
12 2 (3.03%) OpenMP
12 2 (3.03%) Django
13 1 (1.52%) STL
13 1 (1.52%) Esper
Miscellaneous
1 36 (54.55%) Visualisation
2 33 (50.00%) Hedge funds
3 24 (36.36%) Open Source
4 19 (28.79%) Analytical Skills
5 18 (27.27%) Computer Science
6 17 (25.76%) Algorithms
7 14 (21.21%) Statistics
8 7 (10.61%) Equities
9 6 (9.09%) Physics
10 5 (7.58%) Mathematics
11 2 (3.03%) Grid Computing
11 2 (3.03%) GPGPU
12 1 (1.52%) Economics
12 1 (1.52%) Derivative
12 1 (1.52%) Management Information System
12 1 (1.52%) BBC
Operating Systems
1 25 (37.88%) Linux
2 12 (18.18%) Windows
3 1 (1.52%) Debian
3 1 (1.52%) Ubuntu
Processes & Methodologies
1 38 (57.58%) Agile Software Development
2 29 (43.94%) Analytics
3 22 (33.33%) Unit Testing
3 22 (33.33%) Continuous Integration
4 17 (25.76%) Time Series Analysis
5 15 (22.73%) Coaching
5 15 (22.73%) User Stories
5 15 (22.73%) Use Case
6 13 (19.70%) Statistical Analysis
6 13 (19.70%) Data Munging
6 13 (19.70%) Data Visualisation
7 12 (18.18%) OO
7 12 (18.18%) Systematic Trading
8 11 (16.67%) Software Engineering
8 11 (16.67%) Web Development
9 9 (13.64%) Refactoring
9 9 (13.64%) TDD
10 8 (12.12%) BDD
11 7 (10.61%) Extreme Programming
11 7 (10.61%) Portfolio Management
Programming Languages
1 63 (95.45%) Python
2 23 (34.85%) SQL
3 20 (30.30%) R
4 17 (25.76%) C++
5 16 (24.24%) Java
5 16 (24.24%) JavaScript
5 16 (24.24%) VBA
6 15 (22.73%) Bash Shell
7 13 (19.70%) Clojure
7 13 (19.70%) C
8 5 (7.58%) C#
9 3 (4.55%) MATLAB
10 2 (3.03%) Perl
11 1 (1.52%) IronPython
Qualifications
1 11 (16.67%) PhD
2 10 (15.15%) Degree
3 5 (7.58%) SC Cleared
3 5 (7.58%) Security Cleared
4 2 (3.03%) Postgraduate
Quality Assurance & Compliance
1 2 (3.03%) SLA
2 1 (1.52%) QA
System Software
1 16 (24.24%) VirtualBox
Systems Management
1 16 (24.24%) Vagrant
Vendors
1 3 (4.55%) Oracle
2 2 (3.03%) Intel
3 1 (1.52%) Minitab
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