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 24 December 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
24 Dec 2014
Same period 2013 Same period 2012
SciPy
Rank 829 841 874
Rank change year-on-year
+12 +33
Permanent jobs citing SciPy 36 22 4
As % of all permanent IT jobs located in England 0.035% 0.022% 0.004%
As % of the Libraries, Frameworks & Software Standards category 0.094% 0.053% 0.009%
Number of salaries quoted 30 17 4
Average salary £61,250 £75,000 £35,000
Average salary % change year-on-year
-18.33% +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
38147 41460 45758
As % of all permanent IT jobs located in England 36.83% 41.22% 42.53%
Number of salaries quoted 33048 35282 41065
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 £29,000 £28,000
10% offered a salary of more than £62,500 £60,000 £62,500
UK excluding London average salary £40,000 £37,500 £37,500
% change year-on-year
+6.66% -

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 December 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 December 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 +11 36 £61,250 -18.33% 2
SciPy
UK

SciPy
Top 30 Related IT Skills in England

For the 6 months to 24 December 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 65 (95.59%) Python
2 54 (79.41%) Pandas
3 52 (76.47%) NumPy
4 38 (55.88%) Visualisation
5 34 (50.00%) Finance
5 34 (50.00%) Agile Software Development
5 34 (50.00%) Hedge funds
6 31 (45.59%) Open Source
7 30 (44.12%) Linux
8 26 (38.24%) Analytics
9 24 (35.29%) Git (software)
10 23 (33.82%) D3.js
11 22 (32.35%) Unit Testing
11 22 (32.35%) Continuous Integration
12 21 (30.88%) SQL
12 21 (30.88%) R
12 21 (30.88%) Algorithms
13 20 (29.41%) C++
14 19 (27.94%) Java
15 17 (25.00%) OO
15 17 (25.00%) Statistics
15 17 (25.00%) Pyramid
15 17 (25.00%) Analytical Skills
15 17 (25.00%) Systematic Trading
16 16 (23.53%) C
16 16 (23.53%) Front Office
16 16 (23.53%) Computer Science
17 15 (22.06%) Maven
17 15 (22.06%) Apache Hive
17 15 (22.06%) MongoDB

SciPy
Top Related IT Skills in England by Category

For the 6 months to 24 December 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 15 (22.06%) Apache Pig
2 1 (1.47%) SAS
Applications
1 2 (2.94%) Mathematica
2 1 (1.47%) Weka
2 1 (1.47%) SPSS
Cloud Services
1 14 (20.59%) Amazon EC2
1 14 (20.59%) Amazon S3
1 14 (20.59%) Amazon EMR
2 12 (17.65%) Amazon AWS
3 1 (1.47%) PaaS
3 1 (1.47%) Heroku
Communications & Networking
1 3 (4.41%) HTTP
Database & Business Intelligence
1 15 (22.06%) Apache Hive
1 15 (22.06%) MongoDB
1 15 (22.06%) Impala
2 12 (17.65%) Mahout
2 12 (17.65%) PostgreSQL
2 12 (17.65%) Hadoop
3 10 (14.71%) NoSQL
4 5 (7.35%) Data Mining
5 4 (5.88%) KDB
5 4 (5.88%) Big Data
6 1 (1.47%) Relational Database
Development Applications
1 24 (35.29%) Git (software)
2 15 (22.06%) Maven
3 14 (20.59%) Yeoman
3 14 (20.59%) Jenkins
4 2 (2.94%) Trac
4 2 (2.94%) Mercurial
4 2 (2.94%) LabVIEW
4 2 (2.94%) Bugzilla
4 2 (2.94%) Subversion
General
1 34 (50.00%) Finance
2 16 (23.53%) Front Office
3 8 (11.76%) Back Office
4 4 (5.88%) Retail
5 2 (2.94%) Marketing
5 2 (2.94%) Telecoms
5 2 (2.94%) Law
Job Titles
1 47 (69.12%) Developer
2 34 (50.00%) Python Developer
3 16 (23.53%) Data Scientist
4 14 (20.59%) Quantitative Developer
5 8 (11.76%) Junior Developer
5 8 (11.76%) Junior
6 7 (10.29%) Senior Developer
6 7 (10.29%) Junior Python Developer
7 5 (7.35%) Junior Quantitative Developer
7 5 (7.35%) Senior Python Developer
8 3 (4.41%) Analyst
8 3 (4.41%) Python/Django Developer
9 2 (2.94%) Senior Quantitative Developer
9 2 (2.94%) Research Engineer
9 2 (2.94%) Programmer
9 2 (2.94%) Software Engineer
9 2 (2.94%) Data Analyst
10 1 (1.47%) Data Modeller
10 1 (1.47%) Quantitative Analyst
10 1 (1.47%) Senior Data Analyst
Libraries, Frameworks & Software Standards
1 54 (79.41%) Pandas
2 52 (76.47%) NumPy
3 23 (33.82%) D3.js
4 17 (25.00%) Pyramid
5 14 (20.59%) Cascalog
6 11 (16.18%) Natural Language Processing
7 10 (14.71%) Matplotlib
8 8 (11.76%) HTML
9 7 (10.29%) Highcharts JS
10 5 (7.35%) AngularJS
11 4 (5.88%) CSS
11 4 (5.88%) Django
12 3 (4.41%) Boost C++ Libraries
12 3 (4.41%) Esper
13 2 (2.94%) OpenCV
13 2 (2.94%) OpenMP
14 1 (1.47%) STL
Miscellaneous
1 38 (55.88%) Visualisation
2 34 (50.00%) Hedge funds
3 31 (45.59%) Open Source
4 21 (30.88%) Algorithms
5 17 (25.00%) Analytical Skills
5 17 (25.00%) Statistics
6 16 (23.53%) Computer Science
7 5 (7.35%) Mathematics
7 5 (7.35%) Equities
8 4 (5.88%) Physics
9 2 (2.94%) Grid Computing
9 2 (2.94%) GPGPU
10 1 (1.47%) Management Information System
10 1 (1.47%) BBC
10 1 (1.47%) Neural Network
10 1 (1.47%) Economics
10 1 (1.47%) Derivative
Operating Systems
1 30 (44.12%) Linux
2 14 (20.59%) Windows
3 1 (1.47%) Debian
3 1 (1.47%) Ubuntu
Processes & Methodologies
1 34 (50.00%) Agile Software Development
2 26 (38.24%) Analytics
3 22 (32.35%) Unit Testing
3 22 (32.35%) Continuous Integration
4 17 (25.00%) OO
4 17 (25.00%) Systematic Trading
5 15 (22.06%) Time Series Analysis
6 13 (19.12%) Coaching
6 13 (19.12%) Software Engineering
6 13 (19.12%) Use Case
6 13 (19.12%) User Stories
7 11 (16.18%) Data Munging
7 11 (16.18%) Data Visualisation
7 11 (16.18%) Statistical Analysis
7 11 (16.18%) Refactoring
8 9 (13.24%) Web Development
8 9 (13.24%) TDD
9 8 (11.76%) BDD
10 7 (10.29%) Portfolio Management
11 5 (7.35%) Statistical Modelling
Programming Languages
1 65 (95.59%) Python
2 21 (30.88%) R
2 21 (30.88%) SQL
3 20 (29.41%) C++
4 19 (27.94%) Java
5 16 (23.53%) C
6 14 (20.59%) VBA
6 14 (20.59%) JavaScript
7 13 (19.12%) Bash Shell
8 12 (17.65%) Clojure
9 4 (5.88%) MATLAB
10 3 (4.41%) C#
11 2 (2.94%) Perl
12 1 (1.47%) IronPython
Qualifications
1 12 (17.65%) Degree
2 9 (13.24%) PhD
3 4 (5.88%) SC Cleared
3 4 (5.88%) Security Cleared
4 2 (2.94%) Postgraduate
Quality Assurance & Compliance
1 2 (2.94%) SLA
2 1 (1.47%) QA
System Software
1 14 (20.59%) VirtualBox
Systems Management
1 14 (20.59%) Vagrant
Vendors
1 5 (7.35%) Oracle
2 2 (2.94%) Intel
3 1 (1.47%) Minitab
London
Westbourne Partners
Salary: From £40,000 to £80,000 per annum salary dependant on experience (mult
Posted: 3 days ago
London
Harnham
Salary: £35000 - £55000 per annum + bonus
Posted: 5 days ago
Manchester
Adria Solutions Ltd
Salary: £30000 - £40000 per annum + Benefits
Posted: 19 days ago