The table below looks at the statistics 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 2 June 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
2 Jun 2015
Same period 2014 Same period 2013
SciPy
Rank 566 609 613
Rank change year-on-year
+43 +4
Permanent jobs citing SciPy 53 51 3
As % of all permanent IT jobs located in London 0.12% 0.10% 0.007%
As % of the Libraries, Frameworks & Software Standards category 0.33% 0.26% 0.017%
Number of salaries quoted 40 47 0
Average salary £80,000 £65,000 -
Average salary % change year-on-year
+23.07% -
UK excluding London average salary £29,000 £32,500 -
% change year-on-year
-10.76% -
SciPy
England

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 London region.

Libraries, Frameworks & Software Standards Category
London
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
16231 19495 17327
As % of all permanent IT jobs located in London 37.59% 39.93% 40.30%
Number of salaries quoted 13888 16721 14958
Average salary £52,500 £52,500 £50,000
Average salary % change year-on-year
- +5.00%
90% offered a salary of more than £35,000 £35,000 £35,000
10% offered a salary of more than £75,000 £70,000 £72,500
UK excluding London average salary £40,000 £40,000 £37,500
% change year-on-year
- +6.66%

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 2 June 2015.

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 2 June 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
City of London +64 8 £57,500 -28.12% 3
SciPy
England

SciPy
Top 30 Related IT Skills in London

For the 6 months to 2 June 2015, 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 93 (98.94%) Python
2 90 (95.74%) Pandas
3 73 (77.66%) SQL
4 65 (69.15%) D3.js
5 58 (61.70%) Analytics
5 58 (61.70%) NumPy
6 56 (59.57%) Continuous Integration
6 56 (59.57%) Agile Software Development
7 55 (58.51%) Unit Testing
7 55 (58.51%) MongoDB
8 53 (56.38%) Git (software)
9 50 (53.19%) Visualisation
10 44 (46.81%) Statistical Analysis
10 44 (46.81%) VBA
11 42 (44.68%) Finance
12 38 (40.43%) Hedge funds
12 38 (40.43%) R
13 37 (39.36%) Hadoop
13 37 (39.36%) Analytical Skills
14 36 (38.30%) scikit-learn
14 36 (38.30%) Amazon AWS
14 36 (38.30%) Apache Hive
14 36 (38.30%) Apache Pig
15 35 (37.23%) Data Visualisation
15 35 (37.23%) Mahout
15 35 (37.23%) Time Series Analysis
15 35 (37.23%) Impala
16 34 (36.17%) Data Munging
16 34 (36.17%) Yeoman
16 34 (36.17%) Cascalog

SciPy
Top Related IT Skills in London by Category

For the 6 months to 2 June 2015, 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 36 (38.30%) Apache Pig
2 2 (2.13%) SAS
2 2 (2.13%) Apache Spark
3 1 (1.06%) Elasticsearch
3 1 (1.06%) Apache Solr
Applications
1 1 (1.06%) SPSS
1 1 (1.06%) Mathematica
1 1 (1.06%) Weka
Cloud Services
1 36 (38.30%) Amazon AWS
2 34 (36.17%) Amazon EMR
2 34 (36.17%) Amazon EC2
2 34 (36.17%) Amazon S3
3 8 (8.51%) Google Analytics
4 2 (2.13%) Heroku
5 1 (1.06%) GitHub
Communications & Networking
1 1 (1.06%) Internet
Database & Business Intelligence
1 55 (58.51%) MongoDB
2 37 (39.36%) Hadoop
3 36 (38.30%) Apache Hive
4 35 (37.23%) Mahout
4 35 (37.23%) Impala
5 34 (36.17%) NoSQL
5 34 (36.17%) PostgreSQL
6 13 (13.83%) Big Data
7 10 (10.64%) Spotfire
7 10 (10.64%) QlikView
8 9 (9.57%) Data Mining
9 6 (6.38%) SQL Server Analysis Services
10 2 (2.13%) MySQL
11 1 (1.06%) KDB
Development Applications
1 53 (56.38%) Git (software)
2 34 (36.17%) Yeoman
2 34 (36.17%) Jenkins
3 18 (19.15%) Mercurial
4 1 (1.06%) Maven
General
1 42 (44.68%) Finance
2 22 (23.40%) Retail
2 22 (23.40%) Telecoms
3 13 (13.83%) Marketing
4 9 (9.57%) Front Office
5 5 (5.32%) Advertising
6 3 (3.19%) Banking
6 3 (3.19%) Investment Banking
7 2 (2.13%) Back Office
Job Titles
1 44 (46.81%) Developer
2 36 (38.30%) Data Scientist
3 33 (35.11%) Python Developer
4 27 (28.72%) Analyst
5 17 (18.09%) Data Analyst
6 11 (11.70%) Senior Analyst
7 10 (10.64%) Business Intelligence Analyst
8 9 (9.57%) Senior Business Intelligence Analyst
9 6 (6.38%) Data Consultant
9 6 (6.38%) Data Analytics Consultant
9 6 (6.38%) Consultant
10 5 (5.32%) Senior Developer
10 5 (5.32%) C++ Developer
10 5 (5.32%) Quantitative Developer
11 4 (4.26%) Senior Python Developer
11 4 (4.26%) Business Analyst
12 3 (3.19%) AWS Developer
12 3 (3.19%) Senior Business Analyst
12 3 (3.19%) Software Developer
13 2 (2.13%) Senior Data Analyst
Libraries, Frameworks & Software Standards
1 90 (95.74%) Pandas
2 65 (69.15%) D3.js
3 58 (61.70%) NumPy
4 36 (38.30%) scikit-learn
5 34 (36.17%) Cascalog
5 34 (36.17%) Natural Language Processing
6 31 (32.98%) Matplotlib
7 21 (22.34%) Pyramid
8 20 (21.28%) Highcharts JS
9 10 (10.64%) htmlwidgets
10 6 (6.38%) Boost C++ Libraries
11 4 (4.26%) STL
12 2 (2.13%) AngularJS
12 2 (2.13%) Flask
13 1 (1.06%) HTML
13 1 (1.06%) CSS
13 1 (1.06%) SQLAlchemy
13 1 (1.06%) Esper
Miscellaneous
1 50 (53.19%) Visualisation
2 38 (40.43%) Hedge funds
3 37 (39.36%) Analytical Skills
4 34 (36.17%) Computer Science
5 9 (9.57%) Algorithms
6 7 (7.45%) Mathematics
7 6 (6.38%) Physics
8 3 (3.19%) Equities
8 3 (3.19%) Statistics
9 2 (2.13%) Management Information System
10 1 (1.06%) Artificial Intelligence
10 1 (1.06%) Economics
10 1 (1.06%) Biotechnology
10 1 (1.06%) Market Risk
Operating Systems
1 26 (27.66%) Linux
2 21 (22.34%) Windows
3 4 (4.26%) UNIX
Processes & Methodologies
1 58 (61.70%) Analytics
2 56 (59.57%) Continuous Integration
2 56 (59.57%) Agile Software Development
3 55 (58.51%) Unit Testing
4 44 (46.81%) Statistical Analysis
5 35 (37.23%) Data Visualisation
5 35 (37.23%) Time Series Analysis
6 34 (36.17%) Data Munging
6 34 (36.17%) User Stories
7 28 (29.79%) Data Analytics
8 26 (27.66%) Software Engineering
9 25 (26.60%) Web Development
10 23 (24.47%) Use Case
11 20 (21.28%) TDD
11 20 (21.28%) Refactoring
11 20 (21.28%) BDD
12 19 (20.21%) Open Source
12 19 (20.21%) Data Analysis
12 19 (20.21%) OO
13 17 (18.09%) Coaching
Programming Languages
1 93 (98.94%) Python
2 73 (77.66%) SQL
3 44 (46.81%) VBA
4 38 (40.43%) R
5 34 (36.17%) Clojure
5 34 (36.17%) Bash Shell
5 34 (36.17%) C++
6 30 (31.91%) Java
7 25 (26.60%) JavaScript
8 9 (9.57%) C#
9 3 (3.19%) C
10 2 (2.13%) MATLAB
11 1 (1.06%) Cython
11 1 (1.06%) IPython
11 1 (1.06%) Perl
Qualifications
1 29 (30.85%) PhD
2 18 (19.15%) Degree
3 13 (13.83%) Security Cleared
4 2 (2.13%) SC Cleared
System Software
1 34 (36.17%) VirtualBox
Systems Management
1 34 (36.17%) Vagrant
Vendors
1 23 (24.47%) Oracle
2 11 (11.70%) Tableau
3 8 (8.51%) Google
City, London
TEKsystems
Salary: £60000 - £120000 per annum + benefits
Posted: Yesterday
City, London
TEKsystems
Salary: £50000 - £65000 per annum + benefits + stock options
Posted: 3 days ago
London
Westbourne Partners
Salary: From £50,000 to £90,000 per annum Level of salary really dependent on
Posted: 3 days ago
London
Westbourne Partners
Salary: From £40,000 to £80,000 per annum salary dependant on experience (mult
Posted: 3 days ago
Central London / West End
Client Server
Salary: £40k to £55k + bonus + benefits
Posted: 6 days ago