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 28 August 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
28 Aug 2015
Same period 2014 Same period 2013
SciPy
Rank 561 602 607
Rank change year-on-year
+41 +5
Permanent jobs citing SciPy 61 32 25
As % of all permanent IT jobs located in London 0.14% 0.069% 0.057%
As % of the Libraries, Frameworks & Software Standards category 0.38% 0.18% 0.14%
Number of salaries quoted 59 31 20
Average salary £80,000 £70,000 £100,000
Average salary % change year-on-year
+14.28% -30.00%
90% offered a salary of more than £49,500 £52,500 £80,000
10% offered a salary of more than £85,500 £110,000 £110,000
UK excluding London average salary £47,500 £52,500 -
% change year-on-year
-9.52% -
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
16216 17726 17748
As % of all permanent IT jobs located in London 36.73% 38.20% 40.28%
Number of salaries quoted 13918 15154 15187
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 £77,500 £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 28 August 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 28 August 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 +31 10 £75,000 +32.74% 5
SciPy
England

SciPy
Top 30 Related IT Skills in London

For the 6 months to 28 August 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.

1 111 (96.52%) Python
2 103 (89.57%) Pandas
3 80 (69.57%) SQL
4 76 (66.09%) MongoDB
5 74 (64.35%) D3.js
6 71 (61.74%) NumPy
6 71 (61.74%) Continuous Integration
7 70 (60.87%) Unit Testing
7 70 (60.87%) Git (software)
8 57 (49.57%) Agile Software Development
9 55 (47.83%) Analytics
10 52 (45.22%) Statistical Analysis
10 52 (45.22%) Finance
10 52 (45.22%) Visualisation
11 48 (41.74%) Hedge funds
12 47 (40.87%) Analytical Skills
13 46 (40.00%) R
13 46 (40.00%) C++
14 44 (38.26%) Linux
14 44 (38.26%) Hadoop
15 43 (37.39%) VBA
15 43 (37.39%) scikit-learn
16 42 (36.52%) PostgreSQL
16 42 (36.52%) Computer Science
17 41 (35.65%) Natural Language Processing
17 41 (35.65%) Apache Hive
17 41 (35.65%) Apache Pig
18 40 (34.78%) Impala
18 40 (34.78%) Time Series Analysis
18 40 (34.78%) NoSQL

SciPy
Top Related IT Skills in London by Category

For the 6 months to 28 August 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 41 (35.65%) Apache Pig
2 4 (3.48%) Elasticsearch
2 4 (3.48%) Apache Spark
2 4 (3.48%) Apache
2 4 (3.48%) SAS
3 1 (0.87%) Apache Solr
3 1 (0.87%) IPython
Applications
1 3 (2.61%) SPSS
2 1 (0.87%) Mathematica
2 1 (0.87%) Weka
Cloud Services
1 40 (34.78%) Amazon AWS
2 39 (33.91%) Amazon EC2
2 39 (33.91%) Amazon S3
2 39 (33.91%) Amazon EMR
3 4 (3.48%) Google Analytics
4 1 (0.87%) Heroku
4 1 (0.87%) GitHub
Communications & Networking
1 2 (1.74%) Internet
2 1 (0.87%) Skype
Database & Business Intelligence
1 76 (66.09%) MongoDB
2 44 (38.26%) Hadoop
3 42 (36.52%) PostgreSQL
4 41 (35.65%) Apache Hive
5 40 (34.78%) Impala
5 40 (34.78%) NoSQL
5 40 (34.78%) Mahout
6 23 (20.00%) Big Data
7 11 (9.57%) Data Mining
8 6 (5.22%) KDB
9 5 (4.35%) RDBMS
9 5 (4.35%) Relational Database
10 4 (3.48%) Spotfire
10 4 (3.48%) QlikView
10 4 (3.48%) SQL Server Analysis Services
11 2 (1.74%) MySQL
Development Applications
1 70 (60.87%) Git (software)
2 39 (33.91%) Jenkins
2 39 (33.91%) Yeoman
3 29 (25.22%) Mercurial
4 6 (5.22%) Maven
General
1 52 (45.22%) Finance
2 23 (20.00%) Telecoms
2 23 (20.00%) Retail
3 11 (9.57%) Front Office
4 10 (8.70%) Marketing
5 8 (6.96%) Banking
6 6 (5.22%) Manufacturing
7 2 (1.74%) Investment Banking
8 1 (0.87%) Advertising
8 1 (0.87%) Back Office
Job Titles
1 64 (55.65%) Developer
2 52 (45.22%) Python Developer
3 40 (34.78%) Data Scientist
4 18 (15.65%) Analyst
5 13 (11.30%) Senior Developer
6 11 (9.57%) Data Analyst
7 10 (8.70%) C++ Developer
7 10 (8.70%) Senior Python Developer
8 8 (6.96%) Data Consultant
8 8 (6.96%) Data Analytics Consultant
8 8 (6.96%) Consultant
9 5 (4.35%) Senior Analyst
9 5 (4.35%) Business Intelligence Analyst
10 4 (3.48%) Senior Business Intelligence Analyst
11 3 (2.61%) Senior C++ Developer
12 2 (1.74%) Quantitative Developer
13 1 (0.87%) Data Modeller
13 1 (0.87%) Senior Data Analyst
13 1 (0.87%) Chief Technology Officer
13 1 (0.87%) Junior Developer
Libraries, Frameworks & Software Standards
1 103 (89.57%) Pandas
2 74 (64.35%) D3.js
3 71 (61.74%) NumPy
4 43 (37.39%) scikit-learn
5 41 (35.65%) Natural Language Processing
6 39 (33.91%) Cascalog
7 35 (30.43%) Pyramid
7 35 (30.43%) Matplotlib
8 30 (26.09%) Highcharts JS
9 11 (9.57%) Boost C++ Libraries
10 10 (8.70%) AngularJS
11 7 (6.09%) STL
12 6 (5.22%) Flask
13 4 (3.48%) htmlwidgets
13 4 (3.48%) HTML
13 4 (3.48%) CSS
14 3 (2.61%) Kafka
14 3 (2.61%) PostGIS
15 2 (1.74%) Esper
16 1 (0.87%) SQLAlchemy
Miscellaneous
1 52 (45.22%) Visualisation
2 48 (41.74%) Hedge funds
3 47 (40.87%) Analytical Skills
4 42 (36.52%) Computer Science
5 23 (20.00%) Algorithms
6 10 (8.70%) Mathematics
7 5 (4.35%) Statistics
8 3 (2.61%) Artificial Intelligence
9 2 (1.74%) Physics
9 2 (1.74%) Data Centre
10 1 (0.87%) Blog
10 1 (0.87%) Market Risk
10 1 (0.87%) Economics
10 1 (0.87%) Management Information System
Operating Systems
1 44 (38.26%) Linux
2 31 (26.96%) Windows
3 7 (6.09%) UNIX
Processes & Methodologies
1 71 (61.74%) Continuous Integration
2 70 (60.87%) Unit Testing
3 57 (49.57%) Agile Software Development
4 55 (47.83%) Analytics
5 52 (45.22%) Statistical Analysis
6 40 (34.78%) Time Series Analysis
7 39 (33.91%) Data Munging
7 39 (33.91%) Software Engineering
7 39 (33.91%) Data Visualisation
8 35 (30.43%) User Stories
9 31 (26.96%) Web Development
9 31 (26.96%) OO
10 30 (26.09%) Refactoring
10 30 (26.09%) TDD
10 30 (26.09%) BDD
10 30 (26.09%) Open Source
11 25 (21.74%) Data Analytics
12 21 (18.26%) Data Analysis
13 18 (15.65%) Use Case
14 12 (10.43%) Coaching
Programming Languages
1 111 (96.52%) Python
2 80 (69.57%) SQL
3 46 (40.00%) C++
3 46 (40.00%) R
4 43 (37.39%) VBA
5 39 (33.91%) Bash Shell
5 39 (33.91%) Clojure
6 37 (32.17%) Java
7 35 (30.43%) JavaScript
8 5 (4.35%) MATLAB
9 3 (2.61%) C
9 3 (2.61%) C#
10 1 (0.87%) Perl
10 1 (0.87%) Cython
Qualifications
1 35 (30.43%) PhD
2 24 (20.87%) Degree
3 13 (11.30%) Security Cleared
4 5 (4.35%) SC Cleared
System Software
1 39 (33.91%) VirtualBox
Systems Management
1 39 (33.91%) Vagrant
2 2 (1.74%) Opscode Chef
2 2 (1.74%) Puppet
Vendors
1 38 (33.04%) Oracle
2 5 (4.35%) Google
2 5 (4.35%) Tableau
London
Westbourne Partners
Salary: From £40,000 to £80,000 per annum salary dependant on experience (mult
Posted: 13 hours ago
London
Westbourne Partners
Salary: From £50,000 to £90,000 per annum Level of salary really dependent on
Posted: 13 hours ago
City, London
Harrington Starr
Salary: £40000 - £60000 per annum + Bonus + benefits + training
Posted: 2 days ago
City, London
Client Server
Salary: £75k to £90k + bonus + benefits
Posted: 2 days ago
London
CLIENT SERVER
Salary: £75k to £90k + bonus + benefits
Posted: 3 days ago
London
Burns Sheehan
Salary: £65000 - £75000 per annum + Benefits
Posted: 4 days ago
London
Capgemini
Salary: competitive + excellent benefits
Posted: 16 days ago