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 28 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
28 Jul 2014
Same period 2013 Same period 2012
SciPy
Rank 615 574 620
Rank change year-on-year
-41 +46
Permanent jobs citing SciPy 34 17 10
As % of all permanent IT jobs located in London 0.071% 0.038% 0.019%
As % of the Libraries, Frameworks & Software Standards category 0.18% 0.097% 0.047%
Number of salaries quoted 33 12 7
Average salary £70,000 £100,000 £65,000
Average salary % change year-on-year
-30.00% +53.84%
90% offered a salary of more than £55,000 £59,750 £40,000
10% offered a salary of more than £105,000 £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
18620 17448 21061
As % of all permanent IT jobs located in London 38.65% 39.33% 40.77%
Number of salaries quoted 16000 14954 18727
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 £33,000
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 28 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 28 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 -8 5 £71,750 +24.78% 1
SciPy
England

SciPy
Top 30 Related IT Skills in London

For the 6 months to 28 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 78 (95.12%) Python
2 69 (84.15%) NumPy
3 38 (46.34%) OO
3 38 (46.34%) Open Source
4 36 (43.90%) R
5 31 (37.80%) Visualisation
5 31 (37.80%) Finance
5 31 (37.80%) Statistics
6 28 (34.15%) Linux
6 28 (34.15%) C++
6 28 (34.15%) Java
7 25 (30.49%) SQL
7 25 (30.49%) MATLAB
7 25 (30.49%) Hedge funds
8 23 (28.05%) PhD
9 22 (26.83%) Maven
10 20 (24.39%) Statistical Analysis
10 20 (24.39%) C
11 19 (23.17%) Hadoop
12 17 (20.73%) Analytics
13 16 (19.51%) MongoDB
13 16 (19.51%) Data Analysis
13 16 (19.51%) Physics
13 16 (19.51%) Front Office
14 14 (17.07%) Django
14 14 (17.07%) Agile Software Development
14 14 (17.07%) Mathematics
14 14 (17.07%) Erlang
14 14 (17.07%) Continuous Integration
15 13 (15.85%) Unit Testing

SciPy
Top Related IT Skills in London by Category

For the 6 months to 28 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 13 (15.85%) Apache Pig
2 2 (2.44%) Elasticsearch
3 1 (1.22%) SAS
3 1 (1.22%) Tornado
Cloud Services
1 13 (15.85%) Amazon EC2
1 13 (15.85%) Amazon S3
1 13 (15.85%) Amazon EMR
2 12 (14.63%) Amazon AWS
Communications & Networking
1 6 (7.32%) Internet
2 1 (1.22%) HTTP
Database & Business Intelligence
1 19 (23.17%) Hadoop
2 16 (19.51%) MongoDB
3 13 (15.85%) NoSQL
3 13 (15.85%) Apache Hive
3 13 (15.85%) Impala
4 12 (14.63%) PostgreSQL
4 12 (14.63%) Mahout
5 7 (8.54%) Data Mining
6 6 (7.32%) Apache Cassandra
7 5 (6.10%) Big Data
8 4 (4.88%) KDB
9 3 (3.66%) Text Mining
9 3 (3.66%) Redis
10 2 (2.44%) Relational Database
Development Applications
1 22 (26.83%) Maven
2 12 (14.63%) Yeoman
3 7 (8.54%) Jenkins
3 7 (8.54%) Git (software)
General
1 31 (37.80%) Finance
2 16 (19.51%) Front Office
3 6 (7.32%) Retail
4 5 (6.10%) Telecoms
5 3 (3.66%) Games
6 2 (2.44%) Banking
6 2 (2.44%) Investment Banking
6 2 (2.44%) Marketing
7 1 (1.22%) Back Office
Job Titles
1 60 (73.17%) Developer
2 55 (67.07%) Python Developer
3 22 (26.83%) Data Scientist
4 18 (21.95%) Quantitative Developer
5 15 (18.29%) Senior Developer
6 12 (14.63%) Senior Python Developer
7 10 (12.20%) Python/Django Developer
8 4 (4.88%) Senior Quantitative Developer
8 4 (4.88%) Data Analyst
8 4 (4.88%) Analyst
8 4 (4.88%) Consultant
8 4 (4.88%) Data Consultant
9 2 (2.44%) Junior
9 2 (2.44%) C++ Developer
9 2 (2.44%) Junior Developer
9 2 (2.44%) Junior Python Developer
10 1 (1.22%) Python Programmer
10 1 (1.22%) Programmer
10 1 (1.22%) Lead Developer
10 1 (1.22%) Java Developer
Libraries, Frameworks & Software Standards
1 69 (84.15%) NumPy
2 14 (17.07%) Django
3 10 (12.20%) Natural Language Processing
4 9 (10.98%) D3.js
5 7 (8.54%) Matplotlib
6 6 (7.32%) RabbitMQ
7 4 (4.88%) AngularJS
7 4 (4.88%) Esper
7 4 (4.88%) Flask
8 2 (2.44%) Boost C++ Libraries
8 2 (2.44%) STL
9 1 (1.22%) Highcharts JS
Miscellaneous
1 38 (46.34%) Open Source
2 31 (37.80%) Visualisation
2 31 (37.80%) Statistics
3 25 (30.49%) Hedge funds
4 16 (19.51%) Physics
5 14 (17.07%) Mathematics
6 10 (12.20%) Computer Science
7 3 (3.66%) Artificial Intelligence
8 1 (1.22%) Neural Network
Operating Systems
1 28 (34.15%) Linux
2 11 (13.41%) Windows
3 2 (2.44%) UNIX
Processes & Methodologies
1 38 (46.34%) OO
2 20 (24.39%) Statistical Analysis
3 17 (20.73%) Analytics
4 16 (19.51%) Data Analysis
5 14 (17.07%) Agile Software Development
5 14 (17.07%) Continuous Integration
6 13 (15.85%) Unit Testing
7 12 (14.63%) User Stories
8 11 (13.41%) Use Case
8 11 (13.41%) Machine Learning
8 11 (13.41%) Risk Management
9 10 (12.20%) Numerical Analysis
9 10 (12.20%) Automated Testing
9 10 (12.20%) Statistical Modelling
10 9 (10.98%) Data Munging
10 9 (10.98%) Business Analysis
11 8 (9.76%) Software Engineering
12 6 (7.32%) Data Visualisation
13 5 (6.10%) Refactoring
13 5 (6.10%) TDD
Programming Languages
1 78 (95.12%) Python
2 36 (43.90%) R
3 28 (34.15%) C++
3 28 (34.15%) Java
4 25 (30.49%) SQL
4 25 (30.49%) MATLAB
5 20 (24.39%) C
6 14 (17.07%) Erlang
7 13 (15.85%) VBA
8 11 (13.41%) Clojure
8 11 (13.41%) Bash Shell
9 4 (4.88%) JavaScript
10 2 (2.44%) C#
11 1 (1.22%) IronPython
11 1 (1.22%) Scala
Qualifications
1 23 (28.05%) PhD
2 11 (13.41%) SC Cleared
2 11 (13.41%) Security Cleared
3 6 (7.32%) Degree
System Software
1 7 (8.54%) VirtualBox
Systems Management
1 7 (8.54%) Vagrant
Vendors
1 5 (6.10%) Oracle
London
Westbourne Partners
Salary: From £40,000 to £80,000 per annum salary dependant on experience (mult
Posted: Yesterday
City, London
Connectus
Salary: £45000 - £68000 per annum + benefits
Posted: 5 days ago