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 salaries offered in IT jobs that have cited SciPy over the 3 months to 24 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Jun 2016
Same period 2015 Same period 2014
SciPy
Rank 256 303 364
Rank change year-on-year
+47 +61
Permanent jobs citing SciPy 1 15 3
As % of all permanent IT jobs located in the City of London 0.016% 0.14% 0.023%
As % of the Libraries, Frameworks & Software Standards category 0.038% 0.41% 0.060%
Number of salaries quoted 1 15 3
Median salary £82,500 £57,500 £80,000
Median salary % change year-on-year
+43.47% -28.12%
UK excluding London median salary £45,000 £29,000 £42,500
% change year-on-year
+55.17% -31.76%
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
2618 3653 4972
As % of all permanent IT jobs located in the City of London 41.23% 35.17% 37.68%
Number of salaries quoted 2363 3202 4281
Median salary £57,500 £55,000 £55,000
Median salary % change year-on-year
+4.54% -
90% offered a salary of more than £40,000 £37,500 £36,500
10% offered a salary of more than £75,000 £75,000 £75,000
UK excluding London median salary £40,000 £40,000 £40,000

SciPy
Jobs Demand Trend in the City of London

The demand trend of job ads across the City of London region citing SciPy as a proportion of all IT jobs with a match in 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
Top 30 Related IT Skills in the City of London

For the 6 months to 24 June 2016, IT jobs citing SciPy also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the City of London region with a requirement for SciPy.

1 12 (100.00%) Python
1 12 (100.00%) Pandas
2 9 (75.00%) NumPy
2 9 (75.00%) Finance
3 7 (58.33%) Machine Learning
4 6 (50.00%) Algorithms
4 6 (50.00%) C++
4 6 (50.00%) Linux
5 5 (41.67%) Visualisation
6 4 (33.33%) Git (software)
6 4 (33.33%) Valgrind
6 4 (33.33%) Mathematics
6 4 (33.33%) Physics
6 4 (33.33%) Computer Science
6 4 (33.33%) SQL Server
6 4 (33.33%) TCP/IP
6 4 (33.33%) MS Excel
6 4 (33.33%) PhD
6 4 (33.33%) Matplotlib
6 4 (33.33%) GDB
6 4 (33.33%) Deep Learning
7 3 (25.00%) Amazon Redshift
7 3 (25.00%) Docker
7 3 (25.00%) Analytical Skills
7 3 (25.00%) Apache Spark
7 3 (25.00%) Analytics
7 3 (25.00%) Data Visualisation
7 3 (25.00%) Tableau
7 3 (25.00%) D3.js
7 3 (25.00%) Amazon Kinesis

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

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 3 (25.00%) Apache Spark
1 3 (25.00%) IPython
1 3 (25.00%) Jupyter
Applications
1 4 (33.33%) MS Excel
Cloud Services
1 3 (25.00%) Amazon AWS
1 3 (25.00%) Amazon EC2
1 3 (25.00%) Amazon Kinesis
1 3 (25.00%) AWS Elastic Beanstalk
Communications & Networking
1 4 (33.33%) TCP/IP
Database & Business Intelligence
1 4 (33.33%) SQL Server
2 3 (25.00%) Amazon Redshift
2 3 (25.00%) Data Warehouse
2 3 (25.00%) QlikView
3 2 (16.67%) KDB
3 2 (16.67%) MongoDB
Development Applications
1 4 (33.33%) GDB
1 4 (33.33%) Git (software)
1 4 (33.33%) Valgrind
2 2 (16.67%) Maven
General
1 9 (75.00%) Finance
2 3 (25.00%) Games
3 1 (8.33%) Front Office
Job Titles
1 6 (50.00%) Developer
2 4 (33.33%) Software Developer
3 3 (25.00%) Data Scientist
4 2 (16.67%) Python Developer
5 1 (8.33%) Quantitative Developer
Libraries, Frameworks & Software Standards
1 12 (100.00%) Pandas
2 9 (75.00%) NumPy
3 4 (33.33%) Matplotlib
4 3 (25.00%) D3.js
4 3 (25.00%) scikit-learn
5 2 (16.67%) AngularJS
5 2 (16.67%) Esper
5 2 (16.67%) Pyramid
Miscellaneous
1 6 (50.00%) Algorithms
2 5 (41.67%) Visualisation
3 4 (33.33%) Computer Science
3 4 (33.33%) Mathematics
3 4 (33.33%) Physics
4 3 (25.00%) Analytical Skills
5 2 (16.67%) Hedge funds
Operating Systems
1 6 (50.00%) Linux
Processes & Methodologies
1 7 (58.33%) Machine Learning
2 4 (33.33%) Deep Learning
3 3 (25.00%) Analytics
3 3 (25.00%) Data Visualisation
3 3 (25.00%) ETL
4 2 (16.67%) Agile Software Development
4 2 (16.67%) Continuous Integration
4 2 (16.67%) Data Acquisition
4 2 (16.67%) OO
4 2 (16.67%) Open Source
4 2 (16.67%) Quantitative Trading
4 2 (16.67%) Software Engineering
4 2 (16.67%) Systematic Trading
4 2 (16.67%) Unit Testing
5 1 (8.33%) Refactoring
Programming Languages
1 12 (100.00%) Python
2 6 (50.00%) C++
3 3 (25.00%) SQL
4 2 (16.67%) C
4 2 (16.67%) Java
Qualifications
1 4 (33.33%) PhD
System Software
1 3 (25.00%) Docker
Vendors
1 3 (25.00%) Tableau
2 2 (16.67%) Oracle
City, London
Harrington Starr
Salary: £60000 - £120000 per annum + Bonus and Benefits and Training
Posted: 9 hours ago
City of London
Huxley
Salary: competitive
Posted: 18 days ago