The table below looks at the statistics for SciPy skills in IT jobs advertised for the City of London region. Included is a guide to the average salaries offered in IT jobs that have cited SciPy over the 3 months to 22 May 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
22 May 2015
Same period 2014 Same period 2013
SciPy
Rank 294 340 327
Rank change year-on-year
+46 -13
Permanent jobs citing SciPy 8 2 1
As % of all permanent IT jobs located in the City of London 0.080% 0.016% 0.009%
As % of the Libraries, Frameworks & Software Standards category 0.23% 0.042% 0.022%
Number of salaries quoted 8 2 0
Average salary £58,750 £82,500 -
Average salary % change year-on-year
-28.78% -
UK excluding London average salary £29,000 £32,500 -
% change year-on-year
-10.76% -
SciPy
London

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 City of London region.

Libraries, Frameworks & Software Standards Category
City of London
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
3416 4743 4582
As % of all permanent IT jobs located in the City of London 34.03% 37.54% 39.01%
Number of salaries quoted 2966 4099 4039
Average salary £55,000 £52,500 £52,500
Average salary % change year-on-year
+4.76% -
90% offered a salary of more than £37,500 £35,000 £35,000
10% offered a salary of more than £74,500 £72,500 £72,500
UK excluding London average salary £40,000 £40,000 £37,500
% change year-on-year
- +6.66%

SciPy
Jobs Demand Trend in the City of London

This chart provides a 3-month moving total of permanent IT jobs citing SciPy across the City of London region as a proportion of the total demand within the Libraries, Frameworks & Software Standards category.

SciPy Jobs Demand Trend in the City of London

SciPy
Salary Trend in the City of London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing SciPy across the City of London region.

SciPy Salary Trend in the City of London

SciPy
Salary Histogram in the City of London

This chart provides a salary histogram for IT jobs citing SciPy across the City of London region over the 3 months to 22 May 2015.

SciPy Salary Histogram in the City of London

SciPy
Top 30 Related IT Skills in the City of London

For the 6 months to 22 May 2015, IT jobs across the City of 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 17 (100.00%) Python
2 14 (82.35%) Pandas
3 12 (70.59%) NumPy
4 11 (64.71%) D3.js
5 10 (58.82%) Analytics
5 10 (58.82%) R
5 10 (58.82%) Visualisation
5 10 (58.82%) SQL
6 9 (52.94%) Agile Software Development
6 9 (52.94%) Continuous Integration
7 8 (47.06%) Unit Testing
7 8 (47.06%) VBA
8 7 (41.18%) Statistical Analysis
8 7 (41.18%) MongoDB
8 7 (41.18%) Matplotlib
9 6 (35.29%) NoSQL
9 6 (35.29%) Git (software)
9 6 (35.29%) PostgreSQL
10 5 (29.41%) Finance
10 5 (29.41%) Use Case
10 5 (29.41%) Degree
10 5 (29.41%) Computer Science
10 5 (29.41%) VirtualBox
10 5 (29.41%) Data Visualisation
10 5 (29.41%) Hadoop
10 5 (29.41%) Apache Hive
10 5 (29.41%) Amazon EC2
10 5 (29.41%) Amazon S3
10 5 (29.41%) Amazon AWS
10 5 (29.41%) Open Source

SciPy
Top Related IT Skills in the City of London by Category

For the 6 months to 22 May 2015, IT jobs across the City of 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 5 (29.41%) Apache Pig
2 1 (5.88%) Apache Solr
2 1 (5.88%) Elasticsearch
Cloud Services
1 5 (29.41%) Amazon EC2
1 5 (29.41%) Amazon S3
1 5 (29.41%) Amazon AWS
1 5 (29.41%) Amazon EMR
Database & Business Intelligence
1 7 (41.18%) MongoDB
2 6 (35.29%) NoSQL
2 6 (35.29%) PostgreSQL
3 5 (29.41%) Hadoop
3 5 (29.41%) Apache Hive
3 5 (29.41%) Mahout
3 5 (29.41%) Impala
4 3 (17.65%) Spotfire
4 3 (17.65%) QlikView
5 1 (5.88%) MySQL
Development Applications
1 6 (35.29%) Git (software)
2 5 (29.41%) Jenkins
2 5 (29.41%) Yeoman
3 1 (5.88%) Mercurial
General
1 5 (29.41%) Finance
2 4 (23.53%) Marketing
3 3 (17.65%) Front Office
3 3 (17.65%) Advertising
4 2 (11.76%) Back Office
5 1 (5.88%) Telecoms
5 1 (5.88%) Retail
Job Titles
1 8 (47.06%) Developer
2 7 (41.18%) Python Developer
3 5 (29.41%) Data Scientist
4 3 (17.65%) Business Analyst
4 3 (17.65%) Senior Business Analyst
4 3 (17.65%) Analyst
4 3 (17.65%) Senior Analyst
4 3 (17.65%) Business Intelligence Analyst
4 3 (17.65%) Senior Business Intelligence Analyst
5 2 (11.76%) Senior Python Developer
5 2 (11.76%) Senior Developer
6 1 (5.88%) AWS Developer
Libraries, Frameworks & Software Standards
1 14 (82.35%) Pandas
2 12 (70.59%) NumPy
3 11 (64.71%) D3.js
4 7 (41.18%) Matplotlib
5 5 (29.41%) Natural Language Processing
5 5 (29.41%) Cascalog
5 5 (29.41%) scikit-learn
6 3 (17.65%) Highcharts JS
7 1 (5.88%) Flask
7 1 (5.88%) Pyramid
Miscellaneous
1 10 (58.82%) Visualisation
2 5 (29.41%) Computer Science
2 5 (29.41%) Open Source
2 5 (29.41%) Hedge funds
2 5 (29.41%) Analytical Skills
3 3 (17.65%) Algorithms
4 1 (5.88%) Equities
Operating Systems
1 4 (23.53%) Linux
2 3 (17.65%) Windows
3 1 (5.88%) Debian
3 1 (5.88%) Ubuntu
Processes & Methodologies
1 10 (58.82%) Analytics
2 9 (52.94%) Agile Software Development
2 9 (52.94%) Continuous Integration
3 8 (47.06%) Unit Testing
4 7 (41.18%) Statistical Analysis
5 5 (29.41%) Use Case
5 5 (29.41%) Data Visualisation
5 5 (29.41%) User Stories
5 5 (29.41%) Data Munging
5 5 (29.41%) Time Series Analysis
5 5 (29.41%) Coaching
6 3 (17.65%) Business Intelligence
6 3 (17.65%) TDD
6 3 (17.65%) Web Development
6 3 (17.65%) Data Analysis
6 3 (17.65%) Software Engineering
6 3 (17.65%) Digital Marketing
6 3 (17.65%) BDD
7 2 (11.76%) Portfolio Management
7 2 (11.76%) Refactoring
Programming Languages
1 17 (100.00%) Python
2 10 (58.82%) R
2 10 (58.82%) SQL
3 8 (47.06%) VBA
4 5 (29.41%) Bash Shell
4 5 (29.41%) Clojure
5 3 (17.65%) JavaScript
6 2 (11.76%) C++
6 2 (11.76%) Java
Qualifications
1 5 (29.41%) Degree
2 3 (17.65%) PhD
3 1 (5.88%) SC Cleared
3 1 (5.88%) Security Cleared
System Software
1 5 (29.41%) VirtualBox
Systems Management
1 5 (29.41%) Vagrant
Vendors
1 3 (17.65%) Tableau
2 2 (11.76%) Oracle
City, London
TEKsystems
Salary: £50000 - £65000 per annum + benefits + stock options
Posted: Yesterday
City, London
TEKsystems
Salary: £60000 - £90000 per annum + benefits
Posted: 6 days ago