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 31 July 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
31 Jul 2015
Same period 2014 Same period 2013
SciPy
Rank 588 635 602
Rank change year-on-year
+47 -33
Permanent jobs citing SciPy 48 31 18
As % of all permanent IT jobs located in London 0.11% 0.064% 0.041%
As % of the Libraries, Frameworks & Software Standards category 0.29% 0.17% 0.10%
Number of salaries quoted 44 30 13
Average salary £75,000 £70,000 £100,000
Average salary % change year-on-year
+7.14% -30.00%
UK excluding London average salary £32,000 £42,500 -
% change year-on-year
-24.70% -
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
16325 18668 17671
As % of all permanent IT jobs located in London 36.91% 38.78% 39.84%
Number of salaries quoted 14030 16068 15087
Average salary £55,000 £52,500 £50,000
Average salary % change year-on-year
+4.76% +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 31 July 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 31 July 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 +36 15 £75,000 +4.52%
SciPy
England

SciPy
Top 30 Related IT Skills in London

For the 6 months to 31 July 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.

1 108 (98.18%) Python
2 100 (90.91%) Pandas
3 76 (69.09%) SQL
4 72 (65.45%) NumPy
5 71 (64.55%) D3.js
6 67 (60.91%) MongoDB
7 62 (56.36%) Continuous Integration
8 61 (55.45%) Unit Testing
9 60 (54.55%) Git (software)
10 57 (51.82%) Agile Software Development
11 55 (50.00%) Visualisation
11 55 (50.00%) Analytics
12 50 (45.45%) Statistical Analysis
13 47 (42.73%) Finance
14 46 (41.82%) Hedge funds
15 45 (40.91%) VBA
16 43 (39.09%) C++
16 43 (39.09%) R
17 41 (37.27%) Analytical Skills
18 40 (36.36%) NoSQL
18 40 (36.36%) Hadoop
18 40 (36.36%) Computer Science
18 40 (36.36%) Linux
19 37 (33.64%) Apache Pig
19 37 (33.64%) Apache Hive
19 37 (33.64%) Amazon AWS
19 37 (33.64%) scikit-learn
20 36 (32.73%) Impala
20 36 (32.73%) Time Series Analysis
20 36 (32.73%) Mahout

SciPy
Top Related IT Skills in London by Category

For the 6 months to 31 July 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 37 (33.64%) Apache Pig
2 4 (3.64%) Apache Spark
3 3 (2.73%) SAS
4 1 (0.91%) Apache Solr
4 1 (0.91%) Elasticsearch
4 1 (0.91%) IPython
4 1 (0.91%) Apache
Applications
1 2 (1.82%) SPSS
2 1 (0.91%) Mathematica
2 1 (0.91%) Weka
Cloud Services
1 37 (33.64%) Amazon AWS
2 35 (31.82%) Amazon EC2
2 35 (31.82%) Amazon S3
2 35 (31.82%) Amazon EMR
3 7 (6.36%) Google Analytics
4 2 (1.82%) Heroku
5 1 (0.91%) GitHub
Communications & Networking
1 2 (1.82%) Internet
Database & Business Intelligence
1 67 (60.91%) MongoDB
2 40 (36.36%) NoSQL
2 40 (36.36%) Hadoop
3 37 (33.64%) Apache Hive
4 36 (32.73%) Mahout
4 36 (32.73%) Impala
5 35 (31.82%) PostgreSQL
6 13 (11.82%) Big Data
7 10 (9.09%) Spotfire
7 10 (9.09%) QlikView
7 10 (9.09%) Data Mining
8 6 (5.45%) SQL Server Analysis Services
8 6 (5.45%) KDB
9 5 (4.55%) RDBMS
9 5 (4.55%) Relational Database
10 2 (1.82%) MySQL
Development Applications
1 60 (54.55%) Git (software)
2 35 (31.82%) Jenkins
2 35 (31.82%) Yeoman
3 24 (21.82%) Mercurial
4 6 (5.45%) Maven
General
1 47 (42.73%) Finance
2 25 (22.73%) Telecoms
2 25 (22.73%) Retail
3 14 (12.73%) Marketing
4 13 (11.82%) Front Office
5 6 (5.45%) Banking
6 5 (4.55%) Advertising
7 4 (3.64%) Investment Banking
8 2 (1.82%) Manufacturing
9 1 (0.91%) Back Office
Job Titles
1 58 (52.73%) Developer
2 45 (40.91%) Python Developer
3 38 (34.55%) Data Scientist
4 25 (22.73%) Analyst
5 15 (13.64%) Data Analyst
6 12 (10.91%) Senior Developer
7 11 (10.00%) Senior Analyst
8 10 (9.09%) C++ Developer
8 10 (9.09%) Business Intelligence Analyst
9 9 (8.18%) Senior Python Developer
9 9 (8.18%) Senior Business Intelligence Analyst
10 8 (7.27%) Data Analytics Consultant
10 8 (7.27%) Data Consultant
10 8 (7.27%) Consultant
11 4 (3.64%) Business Analyst
12 3 (2.73%) Senior Business Analyst
12 3 (2.73%) Senior C++ Developer
13 2 (1.82%) Chief Technology Officer
13 2 (1.82%) Software Developer
13 2 (1.82%) Quantitative Developer
Libraries, Frameworks & Software Standards
1 100 (90.91%) Pandas
2 72 (65.45%) NumPy
3 71 (64.55%) D3.js
4 37 (33.64%) scikit-learn
5 36 (32.73%) Matplotlib
6 35 (31.82%) Natural Language Processing
6 35 (31.82%) Cascalog
7 30 (27.27%) Pyramid
8 25 (22.73%) Highcharts JS
9 11 (10.00%) Boost C++ Libraries
10 10 (9.09%) htmlwidgets
11 7 (6.36%) STL
11 7 (6.36%) AngularJS
12 2 (1.82%) Esper
12 2 (1.82%) Flask
13 1 (0.91%) SQLAlchemy
13 1 (0.91%) HTML
13 1 (0.91%) CSS
Miscellaneous
1 55 (50.00%) Visualisation
2 46 (41.82%) Hedge funds
3 41 (37.27%) Analytical Skills
4 40 (36.36%) Computer Science
5 20 (18.18%) Algorithms
6 11 (10.00%) Mathematics
7 3 (2.73%) Statistics
8 2 (1.82%) Market Risk
8 2 (1.82%) Physics
9 1 (0.91%) Biotechnology
9 1 (0.91%) Management Information System
9 1 (0.91%) Artificial Intelligence
9 1 (0.91%) Economics
Operating Systems
1 40 (36.36%) Linux
2 27 (24.55%) Windows
3 7 (6.36%) UNIX
Processes & Methodologies
1 62 (56.36%) Continuous Integration
2 61 (55.45%) Unit Testing
3 57 (51.82%) Agile Software Development
4 55 (50.00%) Analytics
5 50 (45.45%) Statistical Analysis
6 36 (32.73%) Time Series Analysis
6 36 (32.73%) Data Visualisation
7 35 (31.82%) User Stories
7 35 (31.82%) Software Engineering
7 35 (31.82%) Data Munging
8 29 (26.36%) Data Analytics
9 27 (24.55%) Web Development
10 26 (23.64%) OO
11 25 (22.73%) TDD
11 25 (22.73%) Refactoring
11 25 (22.73%) BDD
12 24 (21.82%) Open Source
13 22 (20.00%) Use Case
14 17 (15.45%) Data Analysis
15 16 (14.55%) Coaching
Programming Languages
1 108 (98.18%) Python
2 76 (69.09%) SQL
3 45 (40.91%) VBA
4 43 (39.09%) C++
4 43 (39.09%) R
5 35 (31.82%) Bash Shell
5 35 (31.82%) Clojure
6 34 (30.91%) Java
7 28 (25.45%) JavaScript
8 5 (4.55%) C#
9 3 (2.73%) C
10 2 (1.82%) MATLAB
11 1 (0.91%) Cython
11 1 (0.91%) Perl
Qualifications
1 32 (29.09%) PhD
2 29 (26.36%) Degree
3 16 (14.55%) Security Cleared
4 5 (4.55%) SC Cleared
System Software
1 35 (31.82%) VirtualBox
Systems Management
1 35 (31.82%) Vagrant
Vendors
1 34 (30.91%) Oracle
2 11 (10.00%) Tableau
3 7 (6.36%) Google
London
Westbourne Partners
Salary: From £40,000 to £80,000 per annum salary dependant on experience (mult
Posted: Yesterday
London
Westbourne Partners
Salary: From £50,000 to £90,000 per annum Level of salary really dependent on
Posted: Yesterday