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 31 October 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
31 Oct 2014
Same period 2013 Same period 2012
SciPy
Rank 842 834 857
Rank change year-on-year
-8 +23
Permanent jobs citing SciPy 34 24 3
As % of all permanent IT jobs located in England 0.032% 0.024% 0.003%
As % of the Libraries, Frameworks & Software Standards category 0.086% 0.058% 0.007%
Number of salaries quoted 32 13 3
Average salary £55,000 £110,000 £70,000
Average salary % change year-on-year
-50.00% +57.14%
UK excluding London average salary - - £70,000
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
39472 41683 43343
As % of all permanent IT jobs located in England 37.02% 40.92% 40.90%
Number of salaries quoted 33685 36329 38333
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 £29,500 £28,500
10% offered a salary of more than £62,500 £62,500 £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 31 October 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 31 October 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 +34 34 £55,000 -50.00% 3
SciPy
UK

SciPy
Top 30 Related IT Skills in England

For the 6 months to 31 October 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 70 (95.89%) Python
2 60 (82.19%) NumPy
3 55 (75.34%) Pandas
4 35 (47.95%) Visualisation
5 33 (45.21%) Open Source
6 30 (41.10%) Linux
7 26 (35.62%) SQL
7 26 (35.62%) Hedge funds
7 26 (35.62%) Algorithms
8 25 (34.25%) Finance
9 24 (32.88%) Agile Software Development
9 24 (32.88%) C++
9 24 (32.88%) Java
10 22 (30.14%) OO
11 19 (26.03%) Git (software)
11 19 (26.03%) Pyramid
11 19 (26.03%) Analytical Skills
11 19 (26.03%) Analytics
12 18 (24.66%) Statistics
12 18 (24.66%) R
12 18 (24.66%) C
13 17 (23.29%) Windows
13 17 (23.29%) Maven
14 16 (21.92%) D3.js
14 16 (21.92%) Unit Testing
14 16 (21.92%) Continuous Integration
15 14 (19.18%) Degree
15 14 (19.18%) Django
16 13 (17.81%) Statistical Modelling
16 13 (17.81%) Apache Hive

SciPy
Top Related IT Skills in England by Category

For the 6 months to 31 October 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 13 (17.81%) Apache Pig
2 1 (1.37%) SAS
Applications
1 2 (2.74%) Mathematica
2 1 (1.37%) Weka
2 1 (1.37%) SPSS
Cloud Services
1 12 (16.44%) Amazon EC2
1 12 (16.44%) Amazon S3
1 12 (16.44%) Amazon EMR
2 10 (13.70%) Amazon AWS
3 1 (1.37%) PaaS
3 1 (1.37%) Heroku
Communications & Networking
1 3 (4.11%) HTTP
2 1 (1.37%) Internet
Database & Business Intelligence
1 13 (17.81%) Apache Hive
1 13 (17.81%) Impala
2 12 (16.44%) MongoDB
3 11 (15.07%) Hadoop
4 10 (13.70%) Mahout
5 9 (12.33%) PostgreSQL
6 8 (10.96%) NoSQL
7 6 (8.22%) Big Data
8 5 (6.85%) Data Mining
9 3 (4.11%) KDB
9 3 (4.11%) Relational Database
10 1 (1.37%) Text Mining
10 1 (1.37%) Apache Cassandra
Development Applications
1 19 (26.03%) Git (software)
2 17 (23.29%) Maven
3 12 (16.44%) Yeoman
3 12 (16.44%) Jenkins
4 2 (2.74%) Trac
4 2 (2.74%) Mercurial
4 2 (2.74%) LabVIEW
4 2 (2.74%) Bugzilla
4 2 (2.74%) Subversion
General
1 25 (34.25%) Finance
2 9 (12.33%) Front Office
3 4 (5.48%) Retail
4 3 (4.11%) Back Office
5 2 (2.74%) Telecoms
5 2 (2.74%) Law
6 1 (1.37%) Games
6 1 (1.37%) Marketing
Job Titles
1 51 (69.86%) Developer
2 46 (63.01%) Python Developer
3 18 (24.66%) Senior Developer
4 15 (20.55%) Senior Python Developer
4 15 (20.55%) Data Scientist
5 11 (15.07%) Python/Django Developer
6 10 (13.70%) Quantitative Developer
7 6 (8.22%) Analyst
8 5 (6.85%) Junior
8 5 (6.85%) Data Analyst
8 5 (6.85%) Junior Developer
9 4 (5.48%) Junior Quantitative Developer
9 4 (5.48%) Junior Python Developer
9 4 (5.48%) Senior Quantitative Developer
10 2 (2.74%) Research Engineer
10 2 (2.74%) Programmer
10 2 (2.74%) Software Engineer
10 2 (2.74%) C++ Developer
11 1 (1.37%) Graduate
11 1 (1.37%) Senior Data Modeller
Libraries, Frameworks & Software Standards
1 60 (82.19%) NumPy
2 55 (75.34%) Pandas
3 19 (26.03%) Pyramid
4 16 (21.92%) D3.js
5 14 (19.18%) Django
6 12 (16.44%) Natural Language Processing
6 12 (16.44%) Cascalog
7 6 (8.22%) Matplotlib
8 5 (6.85%) Boost C++ Libraries
8 5 (6.85%) HTML
9 4 (5.48%) AngularJS
10 3 (4.11%) STL
11 2 (2.74%) OpenMP
11 2 (2.74%) CSS
11 2 (2.74%) Esper
11 2 (2.74%) Flask
11 2 (2.74%) Highcharts JS
11 2 (2.74%) OpenCV
12 1 (1.37%) RabbitMQ
Miscellaneous
1 35 (47.95%) Visualisation
2 33 (45.21%) Open Source
3 26 (35.62%) Hedge funds
3 26 (35.62%) Algorithms
4 19 (26.03%) Analytical Skills
5 18 (24.66%) Statistics
6 11 (15.07%) Computer Science
7 8 (10.96%) Mathematics
8 7 (9.59%) Physics
9 2 (2.74%) GPGPU
9 2 (2.74%) Grid Computing
9 2 (2.74%) Artificial Intelligence
10 1 (1.37%) Neural Network
10 1 (1.37%) Economics
10 1 (1.37%) Derivative
10 1 (1.37%) Equities
10 1 (1.37%) Management Information System
10 1 (1.37%) BBC
Operating Systems
1 30 (41.10%) Linux
2 17 (23.29%) Windows
3 2 (2.74%) UNIX
Processes & Methodologies
1 24 (32.88%) Agile Software Development
2 22 (30.14%) OO
3 19 (26.03%) Analytics
4 16 (21.92%) Unit Testing
4 16 (21.92%) Continuous Integration
5 13 (17.81%) Statistical Modelling
6 12 (16.44%) Risk Management
6 12 (16.44%) Automated Testing
6 12 (16.44%) Numerical Analysis
7 11 (15.07%) User Stories
7 11 (15.07%) Use Case
7 11 (15.07%) Coaching
8 10 (13.70%) Time Series Analysis
8 10 (13.70%) Statistical Analysis
9 9 (12.33%) Data Munging
9 9 (12.33%) Data Visualisation
10 8 (10.96%) Software Engineering
11 7 (9.59%) TDD
12 5 (6.85%) Refactoring
13 4 (5.48%) Web Development
Programming Languages
1 70 (95.89%) Python
2 26 (35.62%) SQL
3 24 (32.88%) C++
3 24 (32.88%) Java
4 18 (24.66%) C
4 18 (24.66%) R
5 12 (16.44%) VBA
6 11 (15.07%) Bash Shell
6 11 (15.07%) MATLAB
7 10 (13.70%) Clojure
8 8 (10.96%) JavaScript
9 3 (4.11%) C#
10 2 (2.74%) Perl
11 1 (1.37%) IronPython
11 1 (1.37%) Erlang
Qualifications
1 14 (19.18%) Degree
2 6 (8.22%) PhD
3 4 (5.48%) SC Cleared
3 4 (5.48%) Security Cleared
4 2 (2.74%) Postgraduate
Quality Assurance & Compliance
1 2 (2.74%) SLA
2 1 (1.37%) QA
System Software
1 12 (16.44%) VirtualBox
Systems Management
1 12 (16.44%) Vagrant
Vendors
1 4 (5.48%) Oracle
2 2 (2.74%) Intel
3 1 (1.37%) Minitab
City, London
Quant Capital
Salary: Up to £65,000 per annum Equity Bonus
Posted: 2 days ago
London
Commercial Services Trading Ltd T/A Connect2Staff
Posted: 2 days ago
London
Westbourne Partners
Salary: From £40,000 to £80,000 per annum salary dependant on experience (mult
Posted: 6 days ago