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 27 February 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
27 Feb 2015
Same period 2014 Same period 2013
SciPy
Rank 825 838 869
Rank change year-on-year
+13 +31
Permanent jobs citing SciPy 38 19 3
As % of all permanent IT jobs located in England 0.038% 0.019% 0.003%
As % of the Libraries, Frameworks & Software Standards category 0.10% 0.047% 0.007%
Number of salaries quoted 32 19 3
Average salary £70,000 £75,000 £35,000
Average salary % change year-on-year
-6.66% +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
37306 40057 41670
As % of all permanent IT jobs located in England 37.39% 40.87% 41.29%
Number of salaries quoted 32144 33531 37041
Average salary £43,500 £42,500 £41,500
Average salary % change year-on-year
+2.35% +2.40%
90% offered a salary of more than £30,000 £30,000 £28,500
10% offered a salary of more than £65,000 £60,000 £62,500
UK excluding London average salary £40,000 £39,500 £37,500
% change year-on-year
+1.26% +5.33%

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 27 February 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 27 February 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 +37 38 £70,000 -6.66% 5
SciPy
UK

SciPy
Top 30 Related IT Skills in England

For the 6 months to 27 February 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 77 (98.72%) Python
2 65 (83.33%) Pandas
3 54 (69.23%) NumPy
4 48 (61.54%) Agile Software Development
5 43 (55.13%) Visualisation
5 43 (55.13%) Analytics
6 40 (51.28%) D3.js
7 39 (50.00%) SQL
8 37 (47.44%) Git (software)
9 36 (46.15%) Finance
10 35 (44.87%) Hedge funds
11 34 (43.59%) Unit Testing
11 34 (43.59%) Continuous Integration
12 28 (35.90%) R
13 27 (34.62%) MongoDB
13 27 (34.62%) VBA
14 25 (32.05%) Analytical Skills
15 24 (30.77%) Time Series Analysis
15 24 (30.77%) Computer Science
16 23 (29.49%) Statistical Analysis
16 23 (29.49%) Apache Hive
16 23 (29.49%) Bash Shell
16 23 (29.49%) Amazon AWS
16 23 (29.49%) Linux
16 23 (29.49%) Impala
16 23 (29.49%) Apache Pig
17 22 (28.21%) Jenkins
17 22 (28.21%) Amazon EMR
17 22 (28.21%) Mahout
17 22 (28.21%) Cascalog

SciPy
Top Related IT Skills in England by Category

For the 6 months to 27 February 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 23 (29.49%) Apache Pig
Applications
1 2 (2.56%) Mathematica
2 1 (1.28%) Weka
Business Applications
1 4 (5.13%) Google Analytics
Cloud Services
1 23 (29.49%) Amazon AWS
2 22 (28.21%) Amazon EC2
2 22 (28.21%) Amazon S3
2 22 (28.21%) Amazon EMR
3 2 (2.56%) Heroku
4 1 (1.28%) PaaS
Communications & Networking
1 1 (1.28%) HTTP
Database & Business Intelligence
1 27 (34.62%) MongoDB
2 23 (29.49%) Apache Hive
2 23 (29.49%) Impala
3 22 (28.21%) Mahout
3 22 (28.21%) Hadoop
3 22 (28.21%) PostgreSQL
4 20 (25.64%) NoSQL
5 5 (6.41%) Data Mining
5 5 (6.41%) Spotfire
5 5 (6.41%) QlikView
5 5 (6.41%) Big Data
6 2 (2.56%) SQL Server Analysis Services
7 1 (1.28%) KDB
7 1 (1.28%) Relational Database
Development Applications
1 37 (47.44%) Git (software)
2 22 (28.21%) Jenkins
2 22 (28.21%) Yeoman
3 7 (8.97%) Mercurial
4 5 (6.41%) Maven
5 2 (2.56%) Trac
5 2 (2.56%) LabVIEW
5 2 (2.56%) Bugzilla
5 2 (2.56%) Subversion
General
1 36 (46.15%) Finance
2 15 (19.23%) Front Office
3 10 (12.82%) Retail
4 9 (11.54%) Telecoms
5 8 (10.26%) Back Office
6 7 (8.97%) Marketing
7 3 (3.85%) Advertising
8 2 (2.56%) Banking
8 2 (2.56%) Investment Banking
8 2 (2.56%) Law
Job Titles
1 44 (56.41%) Developer
2 31 (39.74%) Python Developer
3 23 (29.49%) Data Scientist
4 13 (16.67%) Analyst
4 13 (16.67%) Quantitative Developer
5 7 (8.97%) Data Analyst
5 7 (8.97%) Junior Developer
5 7 (8.97%) Junior
5 7 (8.97%) Junior Python Developer
6 6 (7.69%) Senior Analyst
7 5 (6.41%) Business Intelligence Analyst
7 5 (6.41%) Senior Business Intelligence Analyst
8 4 (5.13%) Junior Quantitative Developer
9 3 (3.85%) Business Analyst
9 3 (3.85%) Senior Business Analyst
10 2 (2.56%) Programmer
10 2 (2.56%) Software Developer
10 2 (2.56%) Software Engineer
10 2 (2.56%) Consultant
10 2 (2.56%) Research Engineer
Libraries, Frameworks & Software Standards
1 65 (83.33%) Pandas
2 54 (69.23%) NumPy
3 40 (51.28%) D3.js
4 22 (28.21%) Cascalog
5 21 (26.92%) Natural Language Processing
6 19 (24.36%) Matplotlib
7 12 (15.38%) Highcharts JS
8 11 (14.10%) Pyramid
9 8 (10.26%) HTML
10 4 (5.13%) CSS
11 3 (3.85%) Boost C++ Libraries
12 2 (2.56%) OpenMP
12 2 (2.56%) OpenCV
12 2 (2.56%) AngularJS
13 1 (1.28%) Esper
13 1 (1.28%) Django
13 1 (1.28%) STL
Miscellaneous
1 43 (55.13%) Visualisation
2 35 (44.87%) Hedge funds
3 25 (32.05%) Analytical Skills
4 24 (30.77%) Computer Science
5 21 (26.92%) Open Source
6 11 (14.10%) Algorithms
7 8 (10.26%) Statistics
8 6 (7.69%) Equities
9 5 (6.41%) Mathematics
9 5 (6.41%) Physics
10 2 (2.56%) Grid Computing
10 2 (2.56%) GPGPU
11 1 (1.28%) Market Risk
11 1 (1.28%) Biotechnology
11 1 (1.28%) Economics
11 1 (1.28%) Derivative
11 1 (1.28%) Management Information System
11 1 (1.28%) BBC
Operating Systems
1 23 (29.49%) Linux
2 16 (20.51%) Windows
3 1 (1.28%) Debian
3 1 (1.28%) Ubuntu
Processes & Methodologies
1 48 (61.54%) Agile Software Development
2 43 (55.13%) Analytics
3 34 (43.59%) Unit Testing
3 34 (43.59%) Continuous Integration
4 24 (30.77%) Time Series Analysis
5 23 (29.49%) Statistical Analysis
6 22 (28.21%) User Stories
7 21 (26.92%) Data Munging
7 21 (26.92%) Data Visualisation
8 19 (24.36%) Use Case
8 19 (24.36%) Coaching
9 17 (21.79%) Web Development
10 16 (20.51%) Software Engineering
11 14 (17.95%) TDD
12 13 (16.67%) Refactoring
12 13 (16.67%) BDD
13 11 (14.10%) OO
14 10 (12.82%) Data Analysis
15 9 (11.54%) Data Analytics
16 7 (8.97%) Portfolio Management
Programming Languages
1 77 (98.72%) Python
2 39 (50.00%) SQL
3 28 (35.90%) R
4 27 (34.62%) VBA
5 23 (29.49%) Bash Shell
6 22 (28.21%) JavaScript
7 21 (26.92%) Clojure
8 19 (24.36%) C++
9 18 (23.08%) Java
10 8 (10.26%) C
11 7 (8.97%) C#
12 3 (3.85%) MATLAB
13 2 (2.56%) Perl
14 1 (1.28%) IronPython
Qualifications
1 18 (23.08%) PhD
2 12 (15.38%) Degree
3 5 (6.41%) Security Cleared
4 4 (5.13%) VCP4
5 2 (2.56%) SC Cleared
5 2 (2.56%) Postgraduate
Quality Assurance & Compliance
1 2 (2.56%) SLA
System Software
1 22 (28.21%) VirtualBox
Systems Management
1 22 (28.21%) Vagrant
Vendors
1 8 (10.26%) Oracle
2 5 (6.41%) Tableau
3 4 (5.13%) Google
4 2 (2.56%) Intel
London
Westbourne Partners
Salary: From £50,000 to £90,000 per annum Level of salary really dependent on
Posted: Yesterday
London
Westbourne Partners
Salary: From £40,000 to £80,000 per annum salary dependant on experience (mult
Posted: Yesterday
City, London
Verticality Ltd
Salary: £40000 - £55000 per annum, Benefits Plus benefits
Posted: 2 days ago
London
IntaPeople
Salary: £35000 - £45000 per annum
Posted: 4 days ago
Oxford, Oxfordshire (OX1)
Guru Careers
Salary: £40 - 60k (DOE) + Bonus
Posted: 24 days ago