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

Location
3 months to
3 Jul 2015
Same period 2014 Same period 2013
SciPy
Rank 579 617 597
Rank change year-on-year
+38 -20
Permanent jobs citing SciPy 54 36 6
As % of all permanent IT jobs located in London 0.12% 0.073% 0.014%
As % of the Libraries, Frameworks & Software Standards category 0.33% 0.19% 0.034%
Number of salaries quoted 47 35 3
Average salary £75,000 £65,000 £100,000
Average salary % change year-on-year
+15.38% -35.00%
UK excluding London average salary £29,000 £42,500 -
% change year-on-year
-31.76% -
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
16609 19103 17607
As % of all permanent IT jobs located in London 37.26% 38.99% 39.92%
Number of salaries quoted 14351 16467 15160
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 3 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 3 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 +47 16 £75,000 -6.25% 2
SciPy
England

SciPy
Top 30 Related IT Skills in London

For the 6 months to 3 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.

1 107 (98.17%) Python
2 100 (91.74%) Pandas
3 76 (69.72%) SQL
4 70 (64.22%) NumPy
4 70 (64.22%) D3.js
5 66 (60.55%) MongoDB
6 61 (55.96%) Continuous Integration
7 60 (55.05%) Unit Testing
8 59 (54.13%) Git (software)
9 57 (52.29%) Analytics
9 57 (52.29%) Agile Software Development
10 56 (51.38%) Visualisation
11 50 (45.87%) Statistical Analysis
12 46 (42.20%) VBA
12 46 (42.20%) Finance
13 45 (41.28%) Hedge funds
14 42 (38.53%) Analytical Skills
15 41 (37.61%) C++
15 41 (37.61%) Hadoop
15 41 (37.61%) R
16 39 (35.78%) NoSQL
17 38 (34.86%) scikit-learn
17 38 (34.86%) Apache Hive
17 38 (34.86%) Amazon AWS
17 38 (34.86%) Apache Pig
17 38 (34.86%) Computer Science
18 37 (33.94%) Data Visualisation
18 37 (33.94%) Mahout
18 37 (33.94%) Linux
18 37 (33.94%) Time Series Analysis

SciPy
Top Related IT Skills in London by Category

For the 6 months to 3 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 38 (34.86%) Apache Pig
2 4 (3.67%) Apache Spark
3 3 (2.75%) SAS
4 1 (0.92%) Apache Solr
4 1 (0.92%) Elasticsearch
4 1 (0.92%) IPython
4 1 (0.92%) Apache
Applications
1 2 (1.83%) SPSS
2 1 (0.92%) Mathematica
2 1 (0.92%) Weka
Cloud Services
1 38 (34.86%) Amazon AWS
2 36 (33.03%) Amazon EC2
2 36 (33.03%) Amazon S3
2 36 (33.03%) Amazon EMR
3 8 (7.34%) Google Analytics
4 2 (1.83%) Heroku
5 1 (0.92%) GitHub
Communications & Networking
1 2 (1.83%) Internet
Database & Business Intelligence
1 66 (60.55%) MongoDB
2 41 (37.61%) Hadoop
3 39 (35.78%) NoSQL
4 38 (34.86%) Apache Hive
5 37 (33.94%) Mahout
5 37 (33.94%) Impala
6 36 (33.03%) PostgreSQL
7 14 (12.84%) Big Data
8 10 (9.17%) Spotfire
8 10 (9.17%) QlikView
8 10 (9.17%) Data Mining
9 6 (5.50%) SQL Server Analysis Services
9 6 (5.50%) KDB
10 5 (4.59%) RDBMS
10 5 (4.59%) Relational Database
11 2 (1.83%) MySQL
Development Applications
1 59 (54.13%) Git (software)
2 36 (33.03%) Jenkins
2 36 (33.03%) Yeoman
3 22 (20.18%) Mercurial
4 6 (5.50%) Maven
General
1 46 (42.20%) Finance
2 25 (22.94%) Telecoms
2 25 (22.94%) Retail
3 14 (12.84%) Marketing
4 13 (11.93%) Front Office
5 6 (5.50%) Banking
6 5 (4.59%) Advertising
7 4 (3.67%) Investment Banking
8 2 (1.83%) Manufacturing
9 1 (0.92%) Back Office
Job Titles
1 56 (51.38%) Developer
2 43 (39.45%) Python Developer
3 39 (35.78%) Data Scientist
4 27 (24.77%) Analyst
5 17 (15.60%) Data Analyst
6 11 (10.09%) Senior Analyst
6 11 (10.09%) Senior Developer
7 10 (9.17%) Business Intelligence Analyst
8 9 (8.26%) Senior Business Intelligence Analyst
8 9 (8.26%) C++ Developer
9 8 (7.34%) Consultant
9 8 (7.34%) Senior Python Developer
9 8 (7.34%) Data Consultant
9 8 (7.34%) Data Analytics Consultant
10 4 (3.67%) Business Analyst
11 3 (2.75%) Senior Business Analyst
11 3 (2.75%) Quantitative Developer
11 3 (2.75%) Senior C++ Developer
12 2 (1.83%) Chief Technology Officer
12 2 (1.83%) Software Developer
Libraries, Frameworks & Software Standards
1 100 (91.74%) Pandas
2 70 (64.22%) D3.js
2 70 (64.22%) NumPy
3 38 (34.86%) scikit-learn
4 36 (33.03%) Cascalog
4 36 (33.03%) Natural Language Processing
5 34 (31.19%) Matplotlib
6 28 (25.69%) Pyramid
7 23 (21.10%) Highcharts JS
8 10 (9.17%) htmlwidgets
8 10 (9.17%) Boost C++ Libraries
9 7 (6.42%) AngularJS
10 6 (5.50%) STL
11 2 (1.83%) Esper
11 2 (1.83%) Flask
12 1 (0.92%) SQLAlchemy
12 1 (0.92%) HTML
12 1 (0.92%) CSS
Miscellaneous
1 56 (51.38%) Visualisation
2 45 (41.28%) Hedge funds
3 42 (38.53%) Analytical Skills
4 38 (34.86%) Computer Science
5 18 (16.51%) Algorithms
6 10 (9.17%) Mathematics
7 3 (2.75%) Physics
7 3 (2.75%) Statistics
8 2 (1.83%) Market Risk
9 1 (0.92%) Biotechnology
9 1 (0.92%) Management Information System
9 1 (0.92%) Equities
9 1 (0.92%) Artificial Intelligence
9 1 (0.92%) Economics
Operating Systems
1 37 (33.94%) Linux
2 25 (22.94%) Windows
3 6 (5.50%) UNIX
Processes & Methodologies
1 61 (55.96%) Continuous Integration
2 60 (55.05%) Unit Testing
3 57 (52.29%) Analytics
3 57 (52.29%) Agile Software Development
4 50 (45.87%) Statistical Analysis
5 37 (33.94%) Data Visualisation
5 37 (33.94%) Time Series Analysis
6 36 (33.03%) Data Munging
6 36 (33.03%) User Stories
7 32 (29.36%) Software Engineering
8 30 (27.52%) Data Analytics
9 26 (23.85%) Web Development
10 25 (22.94%) Open Source
11 24 (22.02%) OO
12 23 (21.10%) TDD
12 23 (21.10%) Refactoring
12 23 (21.10%) Use Case
12 23 (21.10%) BDD
13 18 (16.51%) Data Analysis
14 17 (15.60%) Coaching
Programming Languages
1 107 (98.17%) Python
2 76 (69.72%) SQL
3 46 (42.20%) VBA
4 41 (37.61%) C++
4 41 (37.61%) R
5 36 (33.03%) Bash Shell
5 36 (33.03%) Clojure
6 33 (30.28%) Java
7 27 (24.77%) JavaScript
8 6 (5.50%) C#
9 3 (2.75%) C
10 2 (1.83%) MATLAB
11 1 (0.92%) Cython
11 1 (0.92%) Perl
Qualifications
1 31 (28.44%) PhD
2 27 (24.77%) Degree
3 14 (12.84%) Security Cleared
4 3 (2.75%) SC Cleared
System Software
1 36 (33.03%) VirtualBox
Systems Management
1 36 (33.03%) Vagrant
Vendors
1 32 (29.36%) Oracle
2 11 (10.09%) Tableau
3 8 (7.34%) Google
London
Nicoll Curtin
Salary: £80000.00 - £120000.00 per annum + bonus + benefits
Posted: 6 days ago