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 27 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Sep 2016
Same period 2015 Same period 2014
SciPy
Rank 241 289 324
Rank change year-on-year
+48 +35
Permanent jobs citing SciPy 7 1 7
As % of all permanent IT jobs located in the City of London 0.12% 0.012% 0.062%
As % of the Libraries, Frameworks & Software Standards category 0.28% 0.031% 0.16%
Number of salaries quoted 7 1 7
Median salary £97,500 £57,500 £47,500
Median salary % change year-on-year
+69.56% +21.05%
90% offered a salary of more than £60,500 £57,500 £46,700
10% offered a salary of more than £116,000 £57,500 £66,100
UK excluding London median salary - £67,500 -
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
2484 3180 4269
As % of all permanent IT jobs located in the City of London 41.47% 36.89% 37.92%
Number of salaries quoted 2288 2713 3727
Median salary £57,500 £55,000 £52,500
Median salary % change year-on-year
+4.54% +4.76%
90% offered a salary of more than £42,500 £37,500 £36,500
10% offered a salary of more than £80,000 £72,500 £75,000
UK excluding London median salary £41,500 £40,000 £40,000
% change year-on-year
+3.75% -

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
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 27 September 2016.

SciPy Salary Histogram in the City of London

SciPy
Top 30 Related IT Skills in the City of London

For the 6 months to 27 September 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 8 (100.00%) Python
1 8 (100.00%) NumPy
2 6 (75.00%) Finance
3 5 (62.50%) Degree
3 5 (62.50%) Pandas
4 3 (37.50%) IPython
4 3 (37.50%) High-Frequency Trading
4 3 (37.50%) Unix
4 3 (37.50%) C
4 3 (37.50%) C++
4 3 (37.50%) Multithreading
4 3 (37.50%) High Availability
5 2 (25.00%) NoSQL
5 2 (25.00%) Boost C++ Libraries
5 2 (25.00%) Hedge funds
5 2 (25.00%) SQL
5 2 (25.00%) Linux
5 2 (25.00%) Front Office
5 2 (25.00%) PhD
5 2 (25.00%) STL
5 2 (25.00%) Algorithms
5 2 (25.00%) Analytics
5 2 (25.00%) Low Latency
6 1 (12.50%) Relational Database
6 1 (12.50%) Cython
6 1 (12.50%) Systematic Trading
6 1 (12.50%) Data Structures
6 1 (12.50%) Celery
6 1 (12.50%) scikit-learn
6 1 (12.50%) Fintech

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 (37.50%) IPython
2 1 (12.50%) SAS
Business Applications
1 1 (12.50%) Front Arena
Database & Business Intelligence
1 2 (25.00%) NoSQL
2 1 (12.50%) Big Data
2 1 (12.50%) Data Mining
2 1 (12.50%) Hadoop
2 1 (12.50%) Relational Database
2 1 (12.50%) SQL Server
General
1 6 (75.00%) Finance
2 2 (25.00%) Front Office
Job Titles
1 5 (62.50%) Developer
1 5 (62.50%) Python Developer
2 2 (25.00%) Data Scientist
3 1 (12.50%) Front Arena Developer
3 1 (12.50%) Quantitative Developer
Libraries, Frameworks & Software Standards
1 8 (100.00%) NumPy
2 5 (62.50%) Pandas
3 2 (25.00%) Boost C++ Libraries
3 2 (25.00%) STL
4 1 (12.50%) Celery
4 1 (12.50%) Django
4 1 (12.50%) scikit-learn
Miscellaneous
1 2 (25.00%) Algorithms
1 2 (25.00%) Hedge funds
2 1 (12.50%) Clustering
2 1 (12.50%) Data Structures
2 1 (12.50%) Fintech
2 1 (12.50%) PMI
Operating Systems
1 3 (37.50%) Unix
2 2 (25.00%) Linux
Processes & Methodologies
1 3 (37.50%) High Availability
1 3 (37.50%) High-Frequency Trading
1 3 (37.50%) Multithreading
2 2 (25.00%) Analytics
2 2 (25.00%) Low Latency
3 1 (12.50%) Business Intelligence
3 1 (12.50%) Data Analytics
3 1 (12.50%) Data Modelling
3 1 (12.50%) Machine Learning
3 1 (12.50%) Quantitative Trading
3 1 (12.50%) Systematic Trading
Programming Languages
1 8 (100.00%) Python
2 3 (37.50%) C
2 3 (37.50%) C++
3 2 (25.00%) SQL
4 1 (12.50%) Cython
4 1 (12.50%) Java
4 1 (12.50%) MATLAB
4 1 (12.50%) R
Qualifications
1 5 (62.50%) Degree
2 2 (25.00%) PhD
3 1 (12.50%) PMI Certification
Vendors
1 1 (12.50%) Cloudera
1 1 (12.50%) Hortonworks
City, London
TEKsystems
Salary: £50000 - £85000 per annum
Posted: 3 days ago
City, London
TEKsystems
Salary: £60000 - £130000 per annum + bonus and pension
Posted: 3 days ago
City of London
Deerfoot IT Resources Ltd
Salary: £40000 - £60000 per annum + excellent benefits
Posted: 21 days ago