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

Location
3 months to
1 Oct 2014
Same period 2013 Same period 2012
SciPy
Rank 847 825 872
Rank change year-on-year
-22 +47
Permanent jobs citing SciPy 33 32 2
As % of all permanent IT jobs located in England 0.031% 0.032% 0.002%
As % of the Libraries, Frameworks & Software Standards category 0.083% 0.080% 0.004%
Number of salaries quoted 32 20 2
Average salary £66,750 £100,000 £70,000
Average salary % change year-on-year
-33.25% +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
39635 40157 44713
As % of all permanent IT jobs located in England 37.63% 40.03% 40.73%
Number of salaries quoted 33653 35054 39427
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 1 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 1 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 +5 33 £66,750 -33.25% 3
SciPy
UK

SciPy
Top 30 Related IT Skills in England

For the 6 months to 1 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 73 (96.05%) Python
2 67 (88.16%) NumPy
3 57 (75.00%) Pandas
4 35 (46.05%) Open Source
5 34 (44.74%) Visualisation
6 33 (43.42%) Linux
7 32 (42.11%) Algorithms
8 30 (39.47%) OO
8 30 (39.47%) Finance
9 29 (38.16%) Java
9 29 (38.16%) C++
9 29 (38.16%) Hedge funds
10 26 (34.21%) Statistics
11 25 (32.89%) Pyramid
12 23 (30.26%) Maven
13 21 (27.63%) C
13 21 (27.63%) SQL
14 19 (25.00%) Agile Software Development
15 18 (23.68%) R
16 16 (21.05%) Django
16 16 (21.05%) Analytical Skills
17 14 (18.42%) MATLAB
18 13 (17.11%) Risk Management
18 13 (17.11%) Windows
18 13 (17.11%) Analytics
18 13 (17.11%) Statistical Modelling
18 13 (17.11%) Unit Testing
18 13 (17.11%) Continuous Integration
19 12 (15.79%) Git (software)
19 12 (15.79%) Numerical Analysis

SciPy
Top Related IT Skills in England by Category

For the 6 months to 1 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 9 (11.84%) Apache Pig
2 1 (1.32%) SAS
Applications
1 1 (1.32%) SPSS
Cloud Services
1 9 (11.84%) Amazon EC2
1 9 (11.84%) Amazon S3
1 9 (11.84%) Amazon EMR
2 6 (7.89%) Amazon AWS
Communications & Networking
1 3 (3.95%) Internet
1 3 (3.95%) HTTP
Database & Business Intelligence
1 9 (11.84%) Hadoop
1 9 (11.84%) Apache Hive
1 9 (11.84%) MongoDB
1 9 (11.84%) Impala
2 6 (7.89%) PostgreSQL
2 6 (7.89%) Data Mining
2 6 (7.89%) NoSQL
2 6 (7.89%) Mahout
2 6 (7.89%) Big Data
3 3 (3.95%) Text Mining
3 3 (3.95%) Relational Database
3 3 (3.95%) KDB
3 3 (3.95%) Apache Cassandra
Development Applications
1 23 (30.26%) Maven
2 12 (15.79%) Git (software)
3 8 (10.53%) Yeoman
3 8 (10.53%) Jenkins
General
1 30 (39.47%) Finance
2 11 (14.47%) Front Office
3 4 (5.26%) Retail
4 3 (3.95%) Games
5 2 (2.63%) Telecoms
6 1 (1.32%) Back Office
Job Titles
1 58 (76.32%) Developer
2 54 (71.05%) Python Developer
3 17 (22.37%) Senior Developer
4 14 (18.42%) Data Scientist
4 14 (18.42%) Senior Python Developer
5 13 (17.11%) Quantitative Developer
6 11 (14.47%) Python/Django Developer
7 4 (5.26%) Senior Quantitative Developer
7 4 (5.26%) Junior
7 4 (5.26%) Analyst
7 4 (5.26%) Junior Developer
8 3 (3.95%) Junior Python Developer
8 3 (3.95%) Data Analyst
8 3 (3.95%) Junior Quantitative Developer
9 2 (2.63%) C++ Developer
10 1 (1.32%) Java Developer
10 1 (1.32%) Quantitative Analyst
10 1 (1.32%) Graduate
Libraries, Frameworks & Software Standards
1 67 (88.16%) NumPy
2 57 (75.00%) Pandas
3 25 (32.89%) Pyramid
4 16 (21.05%) Django
5 12 (15.79%) Natural Language Processing
6 10 (13.16%) D3.js
7 8 (10.53%) Cascalog
8 5 (6.58%) Matplotlib
9 4 (5.26%) Flask
9 4 (5.26%) HTML
10 3 (3.95%) STL
10 3 (3.95%) AngularJS
10 3 (3.95%) RabbitMQ
10 3 (3.95%) Boost C++ Libraries
11 2 (2.63%) Esper
11 2 (2.63%) CSS
12 1 (1.32%) Highcharts JS
Miscellaneous
1 35 (46.05%) Open Source
2 34 (44.74%) Visualisation
3 32 (42.11%) Algorithms
4 29 (38.16%) Hedge funds
5 26 (34.21%) Statistics
6 16 (21.05%) Analytical Skills
7 10 (13.16%) Physics
7 10 (13.16%) Computer Science
8 9 (11.84%) Mathematics
9 4 (5.26%) Artificial Intelligence
10 1 (1.32%) Neural Network
10 1 (1.32%) Derivative
10 1 (1.32%) BBC
10 1 (1.32%) Equities
10 1 (1.32%) Management Information System
Operating Systems
1 33 (43.42%) Linux
2 13 (17.11%) Windows
3 2 (2.63%) UNIX
Processes & Methodologies
1 30 (39.47%) OO
2 19 (25.00%) Agile Software Development
3 13 (17.11%) Risk Management
3 13 (17.11%) Analytics
3 13 (17.11%) Statistical Modelling
3 13 (17.11%) Unit Testing
3 13 (17.11%) Continuous Integration
4 12 (15.79%) Numerical Analysis
4 12 (15.79%) Automated Testing
5 8 (10.53%) User Stories
5 8 (10.53%) Use Case
5 8 (10.53%) Statistical Analysis
5 8 (10.53%) Coaching
6 7 (9.21%) Software Engineering
7 6 (7.89%) Data Analysis
7 6 (7.89%) TDD
7 6 (7.89%) Machine Learning
7 6 (7.89%) Time Series Analysis
8 5 (6.58%) Data Munging
8 5 (6.58%) Data Visualisation
Programming Languages
1 73 (96.05%) Python
2 29 (38.16%) Java
2 29 (38.16%) C++
3 21 (27.63%) C
3 21 (27.63%) SQL
4 18 (23.68%) R
5 14 (18.42%) MATLAB
6 9 (11.84%) VBA
7 6 (7.89%) JavaScript
7 6 (7.89%) Clojure
8 5 (6.58%) Bash Shell
9 4 (5.26%) Erlang
10 3 (3.95%) C#
11 1 (1.32%) IronPython
Qualifications
1 11 (14.47%) Degree
2 10 (13.16%) PhD
3 4 (5.26%) SC Cleared
3 4 (5.26%) Security Cleared
Quality Assurance & Compliance
1 1 (1.32%) QA
System Software
1 8 (10.53%) VirtualBox
Systems Management
1 8 (10.53%) Vagrant
Vendors
1 4 (5.26%) Oracle
2 1 (1.32%) Minitab
City, London
Westbourne Partners
Salary: From £60,000 to £80,000 per annum
Posted: 1 hour ago
City, London
Quant Capital
Salary: Up to £45,000 per annum Equity Bonus
Posted: 2 hours ago
London
Westbourne Partners
Salary: From £40,000 to £80,000 per annum salary dependant on experience (mult
Posted: 3 days ago