The first table below looks at the demand for SciPy skills in IT jobs advertised for the London region. Included is a guide to the average salaries offered in IT jobs that have cited SciPy over the 3 months to 10 July 2014 with a comparison to the same period in the previous 2 years. The second table is for comparison and provides aggregates for all of the Libraries, Frameworks & Software Standards category for the London region.

Location
3 months to
10 Jul 2014
Same period 2013 Same period 2012
SciPy
Rank 613 594 619
Rank change year-on-year
-19 +25
Permanent jobs citing SciPy 34 10 12
As % of all permanent IT jobs located in London 0.070% 0.023% 0.023%
As % of the Libraries, Frameworks & Software Standards category 0.18% 0.057% 0.057%
Number of salaries quoted 33 6 9
Average salary £65,000 £100,000 £65,000
Average salary % change year-on-year
-35.00% +53.84%
90% offered a salary of more than £55,000 £76,250 £40,000
10% offered a salary of more than £85,000 £100,000 £85,000
UK excluding London average salary £42,500 - -
Libraries, Frameworks & Software Standards Category
London
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
18808 17394 21026
As % of all permanent IT jobs located in London 38.96% 39.38% 40.69%
Number of salaries quoted 16191 14980 18732
Average salary £52,500 £50,000 £50,000
Average salary % change year-on-year
+5.00% -
90% offered a salary of more than £35,000 £35,000 £32,500
10% offered a salary of more than £72,500 £70,000 £70,000
UK excluding London average salary £40,000 £37,500 £37,500
% change year-on-year
+6.66% -
SciPy
England

SciPy
Jobs Demand Trend in London

This chart provides a 3-month moving total of permanent IT jobs citing SciPy across the London region as a proportion of the total demand within the Libraries, Frameworks & Software Standards category.

SciPy Jobs Demand Trend in London

SciPy
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing SciPy across the London region.

SciPy Salary Trend in London

SciPy
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing SciPy across the London region over the 3 months to 10 July 2014.

SciPy Salary Histogram in London

SciPy
Job Locations in London

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing SciPy within the London region over the 3 months to 10 July 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
City of London -10 4 £80,000 -
SciPy
England

SciPy
Top 30 Related IT Skills in London

For the 6 months to 10 July 2014, IT jobs across the London 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 75 (96.15%) Python
2 66 (84.62%) NumPy
3 36 (46.15%) R
4 35 (44.87%) Open Source
4 35 (44.87%) OO
5 29 (37.18%) Statistics
6 28 (35.90%) Finance
6 28 (35.90%) Visualisation
7 26 (33.33%) Linux
8 25 (32.05%) C++
8 25 (32.05%) Java
8 25 (32.05%) SQL
8 25 (32.05%) MATLAB
9 23 (29.49%) PhD
10 22 (28.21%) Hedge funds
11 20 (25.64%) Statistical Analysis
12 19 (24.36%) Maven
12 19 (24.36%) Hadoop
13 18 (23.08%) C
14 16 (20.51%) Data Analysis
14 16 (20.51%) Physics
14 16 (20.51%) Analytics
15 15 (19.23%) MongoDB
15 15 (19.23%) Front Office
16 14 (17.95%) Django
16 14 (17.95%) Mathematics
16 14 (17.95%) Erlang
17 13 (16.67%) Continuous Integration
17 13 (16.67%) NoSQL
17 13 (16.67%) Agile Software Development

SciPy
Top Related IT Skills in London by Category

For the 6 months to 10 July 2014, IT jobs across the London 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 12 (15.38%) Apache Pig
2 2 (2.56%) Elasticsearch
3 1 (1.28%) Tornado
3 1 (1.28%) SAS
Cloud Services
1 12 (15.38%) Amazon EC2
1 12 (15.38%) Amazon S3
1 12 (15.38%) Amazon AWS
1 12 (15.38%) Amazon EMR
Communications & Networking
1 6 (7.69%) Internet
Database & Business Intelligence
1 19 (24.36%) Hadoop
2 15 (19.23%) MongoDB
3 13 (16.67%) NoSQL
4 12 (15.38%) Apache Hive
4 12 (15.38%) PostgreSQL
4 12 (15.38%) Mahout
4 12 (15.38%) Impala
5 6 (7.69%) Data Mining
5 6 (7.69%) Apache Cassandra
6 4 (5.13%) Big Data
7 3 (3.85%) Redis
7 3 (3.85%) Text Mining
7 3 (3.85%) KDB
8 2 (2.56%) Relational Database
Development Applications
1 19 (24.36%) Maven
2 11 (14.10%) Yeoman
3 6 (7.69%) Git (software)
3 6 (7.69%) Jenkins
General
1 28 (35.90%) Finance
2 15 (19.23%) Front Office
3 5 (6.41%) Retail
3 5 (6.41%) Telecoms
4 3 (3.85%) Games
5 2 (2.56%) Banking
5 2 (2.56%) Investment Banking
5 2 (2.56%) Marketing
6 1 (1.28%) Back Office
Job Titles
1 57 (73.08%) Developer
2 53 (67.95%) Python Developer
3 21 (26.92%) Data Scientist
4 17 (21.79%) Quantitative Developer
5 14 (17.95%) Senior Developer
6 12 (15.38%) Senior Python Developer
7 10 (12.82%) Python/Django Developer
8 4 (5.13%) Data Consultant
8 4 (5.13%) Analyst
8 4 (5.13%) Consultant
8 4 (5.13%) Data Analyst
9 3 (3.85%) Senior Quantitative Developer
10 2 (2.56%) Junior Python Developer
10 2 (2.56%) Junior
10 2 (2.56%) C++ Developer
10 2 (2.56%) Junior Developer
11 1 (1.28%) Java Developer
11 1 (1.28%) Programmer
11 1 (1.28%) Lead Developer
11 1 (1.28%) Python Programmer
Libraries, Frameworks & Software Standards
1 66 (84.62%) NumPy
2 14 (17.95%) Django
3 10 (12.82%) Natural Language Processing
4 8 (10.26%) D3.js
5 7 (8.97%) Matplotlib
6 6 (7.69%) RabbitMQ
7 4 (5.13%) Flask
8 3 (3.85%) AngularJS
8 3 (3.85%) Esper
9 2 (2.56%) Boost C++ Libraries
9 2 (2.56%) STL
10 1 (1.28%) Highcharts JS
Miscellaneous
1 35 (44.87%) Open Source
2 29 (37.18%) Statistics
3 28 (35.90%) Visualisation
4 22 (28.21%) Hedge funds
5 16 (20.51%) Physics
6 14 (17.95%) Mathematics
7 10 (12.82%) Computer Science
8 3 (3.85%) Artificial Intelligence
9 1 (1.28%) Neural Network
Operating Systems
1 26 (33.33%) Linux
2 11 (14.10%) Windows
3 2 (2.56%) UNIX
Processes & Methodologies
1 35 (44.87%) OO
2 20 (25.64%) Statistical Analysis
3 16 (20.51%) Data Analysis
3 16 (20.51%) Analytics
4 13 (16.67%) Continuous Integration
4 13 (16.67%) Agile Software Development
5 12 (15.38%) Unit Testing
6 11 (14.10%) User Stories
6 11 (14.10%) Machine Learning
6 11 (14.10%) Risk Management
7 10 (12.82%) Automated Testing
7 10 (12.82%) Numerical Analysis
7 10 (12.82%) Use Case
7 10 (12.82%) Statistical Modelling
8 9 (11.54%) Business Analysis
9 7 (8.97%) Software Engineering
10 6 (7.69%) Data Visualisation
11 5 (6.41%) Data Analytics
11 5 (6.41%) TDD
12 4 (5.13%) Refactoring
Programming Languages
1 75 (96.15%) Python
2 36 (46.15%) R
3 25 (32.05%) MATLAB
3 25 (32.05%) SQL
3 25 (32.05%) C++
3 25 (32.05%) Java
4 18 (23.08%) C
5 14 (17.95%) Erlang
6 12 (15.38%) VBA
7 11 (14.10%) Bash Shell
7 11 (14.10%) Clojure
8 4 (5.13%) JavaScript
9 2 (2.56%) C#
10 1 (1.28%) IronPython
10 1 (1.28%) Scala
Qualifications
1 23 (29.49%) PhD
2 10 (12.82%) SC Cleared
2 10 (12.82%) Security Cleared
3 5 (6.41%) Degree
System Software
1 6 (7.69%) VirtualBox
Systems Management
1 6 (7.69%) Vagrant
Vendors
1 4 (5.13%) Oracle
London
Redrock Consulting Ltd
Salary: £50000 - £100000 per annum + Bonus
Posted: Yesterday
London
Westbourne Partners
Salary: From £40,000 to £80,000 per annum salary dependant on experience (mult
Posted: 3 days ago