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 22 September 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
22 Sep 2014
Same period 2013 Same period 2012
SciPy
Rank 834 838 885
Rank change year-on-year
+4 +47
Permanent jobs citing SciPy 32 35 2
As % of all permanent IT jobs located in England 0.030% 0.035% 0.002%
As % of the Libraries, Frameworks & Software Standards category 0.079% 0.088% 0.004%
Number of salaries quoted 31 22 2
Average salary £63,500 £100,000 £70,000
Average salary % change year-on-year
-36.50% +42.85%
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
40315 39944 45299
As % of all permanent IT jobs located in England 37.78% 39.96% 40.86%
Number of salaries quoted 34170 34881 40048
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 £28,500
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 22 September 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 22 September 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 -2 32 £63,500 -36.50% 4
SciPy
UK

SciPy
Top 30 Related IT Skills in England

For the 6 months to 22 September 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 76 (96.20%) Python
2 70 (88.61%) NumPy
3 60 (75.95%) Pandas
4 38 (48.10%) Open Source
5 37 (46.84%) Linux
6 36 (45.57%) Visualisation
7 33 (41.77%) OO
8 32 (40.51%) Java
8 32 (40.51%) C++
8 32 (40.51%) Hedge funds
9 30 (37.97%) Finance
10 29 (36.71%) Statistics
11 28 (35.44%) Pyramid
12 26 (32.91%) Maven
13 24 (30.38%) C
14 21 (26.58%) SQL
15 20 (25.32%) Agile Software Development
16 17 (21.52%) Django
16 17 (21.52%) R
17 16 (20.25%) Analytical Skills
18 15 (18.99%) Front Office
19 14 (17.72%) Unit Testing
19 14 (17.72%) Continuous Integration
20 13 (16.46%) Natural Language Processing
20 13 (16.46%) Statistical Modelling
20 13 (16.46%) Analytics
20 13 (16.46%) Risk Management
20 13 (16.46%) MATLAB
20 13 (16.46%) Windows
21 12 (15.19%) Automated Testing

SciPy
Top Related IT Skills in England by Category

For the 6 months to 22 September 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 9 (11.39%) Apache Pig
2 1 (1.27%) SAS
Applications
1 1 (1.27%) SPSS
Cloud Services
1 9 (11.39%) Amazon EC2
1 9 (11.39%) Amazon S3
1 9 (11.39%) Amazon EMR
2 6 (7.59%) Amazon AWS
Communications & Networking
1 3 (3.80%) HTTP
1 3 (3.80%) Internet
Database & Business Intelligence
1 9 (11.39%) Hadoop
1 9 (11.39%) Apache Hive
1 9 (11.39%) MongoDB
1 9 (11.39%) Impala
2 6 (7.59%) PostgreSQL
2 6 (7.59%) Data Mining
2 6 (7.59%) NoSQL
2 6 (7.59%) Mahout
2 6 (7.59%) Big Data
3 3 (3.80%) KDB
3 3 (3.80%) Apache Cassandra
3 3 (3.80%) Text Mining
4 2 (2.53%) Relational Database
Development Applications
1 26 (32.91%) Maven
2 12 (15.19%) Git (software)
3 8 (10.13%) Yeoman
3 8 (10.13%) Jenkins
General
1 30 (37.97%) Finance
2 15 (18.99%) Front Office
3 4 (5.06%) Retail
4 3 (3.80%) Games
5 2 (2.53%) Telecoms
6 1 (1.27%) Back Office
Job Titles
1 62 (78.48%) Developer
2 58 (73.42%) Python Developer
3 17 (21.52%) Quantitative Developer
3 17 (21.52%) Senior Developer
4 14 (17.72%) Senior Python Developer
5 13 (16.46%) Data Scientist
6 11 (13.92%) Python/Django Developer
7 6 (7.59%) Analyst
8 5 (6.33%) Data Analyst
9 4 (5.06%) Junior Developer
9 4 (5.06%) Junior
9 4 (5.06%) Senior Quantitative Developer
10 3 (3.80%) Junior Quantitative Developer
10 3 (3.80%) Junior Python Developer
11 2 (2.53%) C++ Developer
11 2 (2.53%) Data Consultant
11 2 (2.53%) Consultant
12 1 (1.27%) Graduate
12 1 (1.27%) Quantitative Analyst
12 1 (1.27%) Java Developer
Libraries, Frameworks & Software Standards
1 70 (88.61%) NumPy
2 60 (75.95%) Pandas
3 28 (35.44%) Pyramid
4 17 (21.52%) Django
5 13 (16.46%) Natural Language Processing
6 10 (12.66%) D3.js
7 8 (10.13%) Cascalog
8 5 (6.33%) Flask
8 5 (6.33%) Matplotlib
9 4 (5.06%) HTML
10 3 (3.80%) Boost C++ Libraries
10 3 (3.80%) RabbitMQ
10 3 (3.80%) AngularJS
10 3 (3.80%) STL
11 2 (2.53%) CSS
11 2 (2.53%) Esper
12 1 (1.27%) Highcharts JS
Miscellaneous
1 38 (48.10%) Open Source
2 36 (45.57%) Visualisation
3 32 (40.51%) Hedge funds
4 29 (36.71%) Statistics
5 16 (20.25%) Analytical Skills
6 10 (12.66%) Physics
6 10 (12.66%) Computer Science
7 9 (11.39%) Mathematics
8 5 (6.33%) Artificial Intelligence
9 1 (1.27%) Management Information System
9 1 (1.27%) Derivative
9 1 (1.27%) Neural Network
9 1 (1.27%) Equities
Operating Systems
1 37 (46.84%) Linux
2 13 (16.46%) Windows
3 2 (2.53%) UNIX
Processes & Methodologies
1 33 (41.77%) OO
2 20 (25.32%) Agile Software Development
3 14 (17.72%) Unit Testing
3 14 (17.72%) Continuous Integration
4 13 (16.46%) Statistical Modelling
4 13 (16.46%) Analytics
4 13 (16.46%) Risk Management
5 12 (15.19%) Automated Testing
5 12 (15.19%) Numerical Analysis
6 8 (10.13%) Statistical Analysis
6 8 (10.13%) User Stories
6 8 (10.13%) Use Case
6 8 (10.13%) Coaching
7 7 (8.86%) Software Engineering
7 7 (8.86%) TDD
8 6 (7.59%) Data Analysis
8 6 (7.59%) Machine Learning
8 6 (7.59%) Time Series Analysis
9 5 (6.33%) Data Munging
9 5 (6.33%) Data Visualisation
Programming Languages
1 76 (96.20%) Python
2 32 (40.51%) Java
2 32 (40.51%) C++
3 24 (30.38%) C
4 21 (26.58%) SQL
5 17 (21.52%) R
6 13 (16.46%) MATLAB
7 9 (11.39%) VBA
8 6 (7.59%) JavaScript
8 6 (7.59%) Clojure
9 5 (6.33%) Bash Shell
10 4 (5.06%) Erlang
11 3 (3.80%) C#
12 1 (1.27%) IronPython
Qualifications
1 11 (13.92%) Degree
2 10 (12.66%) PhD
3 6 (7.59%) SC Cleared
3 6 (7.59%) Security Cleared
Quality Assurance & Compliance
1 1 (1.27%) QA
System Software
1 8 (10.13%) VirtualBox
Systems Management
1 8 (10.13%) Vagrant
Vendors
1 4 (5.06%) Oracle
2 1 (1.27%) Minitab
London
Westbourne Partners
Salary: From £40,000 to £80,000 per annum salary dependant on experience (mult
Posted: 2 days ago
London
Hydrogen Group
Salary: £40000.00 - £50000.00 per day
Posted: 4 days ago
City, London
Lorien Resourcing
Salary: £45000 - £50000 per annum + Excellent Bonus + Benefits
Posted: 5 days ago
City, London
Lorien Resourcing
Salary: £45000 - £50000 per annum + Excellent Bonus + Benefits
Posted: 6 days ago