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 5 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
5 Dec 2016
Same period 2015 Same period 2014
SciPy
Rank 219 - 312
Rank change year-on-year
- 0
Permanent jobs citing SciPy 17 0 20
As % of all permanent IT jobs located in the City of London 0.31% - 0.18%
As % of the Libraries, Frameworks & Software Standards category 0.77% - 0.51%
Number of salaries quoted 15 0 20
Median salary £83,000 - £62,500
90% offered a salary of more than £67,500 - £42,500
10% offered a salary of more than £100,000 - £75,000
UK excluding London median salary £52,500 £62,500 -
% change year-on-year
-16.00% -
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
2210 2442 3957
As % of all permanent IT jobs located in the City of London 40.94% 35.80% 35.54%
Number of salaries quoted 2040 2200 3500
Median salary £57,500 £57,500 £55,000
Median salary % change year-on-year
- +4.54%
90% offered a salary of more than £40,000 £38,000 £35,000
10% offered a salary of more than £82,500 £72,500 £80,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

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 5 December 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 5 December 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 21 (100.00%) Python
1 21 (100.00%) NumPy
2 16 (76.19%) Finance
3 14 (66.67%) Degree
4 12 (57.14%) C++
5 10 (47.62%) C
5 10 (47.62%) Pandas
5 10 (47.62%) IPython
6 9 (42.86%) Multithreaded Programming
6 9 (42.86%) High Availability
6 9 (42.86%) Multithreading
6 9 (42.86%) Unix
7 8 (38.10%) Linux
8 7 (33.33%) High-Frequency Trading
8 7 (33.33%) Low Latency
9 5 (23.81%) Algorithms
9 5 (23.81%) Boost C++ Libraries
9 5 (23.81%) Hedge funds
9 5 (23.81%) STL
9 5 (23.81%) Front Office
10 4 (19.05%) SQL
10 4 (19.05%) PhD
10 4 (19.05%) Analytics
10 4 (19.05%) Machine Learning
10 4 (19.05%) NoSQL
10 4 (19.05%) R
10 4 (19.05%) Systematic Trading
11 3 (14.29%) Relational Database
11 3 (14.29%) DevOps
11 3 (14.29%) 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 10 (47.62%) IPython
2 3 (14.29%) SAS
Applications
1 3 (14.29%) GNU Octave
Business Applications
1 1 (4.76%) Front Arena
Database & Business Intelligence
1 4 (19.05%) NoSQL
2 3 (14.29%) Big Data
2 3 (14.29%) Data Mining
2 3 (14.29%) Hadoop
2 3 (14.29%) Relational Database
2 3 (14.29%) SQL Server
Development Applications
1 1 (4.76%) Maven
General
1 16 (76.19%) Finance
2 5 (23.81%) Front Office
3 1 (4.76%) Back Office
Job Titles
1 14 (66.67%) Developer
1 14 (66.67%) Python Developer
2 4 (19.05%) Data Scientist
3 2 (9.52%) DevOps Engineer
3 2 (9.52%) Linux DevOps Engineer
3 2 (9.52%) Linux Engineer
3 2 (9.52%) Linux/Unix DevOps
3 2 (9.52%) Quantitative Developer
4 1 (4.76%) Algorithmic Trading Developer
4 1 (4.76%) Front Arena Developer
4 1 (4.76%) Systems Engineer
Libraries, Frameworks & Software Standards
1 21 (100.00%) NumPy
2 10 (47.62%) Pandas
3 5 (23.81%) Boost C++ Libraries
3 5 (23.81%) STL
4 3 (14.29%) Celery
4 3 (14.29%) scikit-learn
5 2 (9.52%) Django
Miscellaneous
1 5 (23.81%) Algorithms
1 5 (23.81%) Hedge funds
2 3 (14.29%) Clustering
2 3 (14.29%) Fintech
2 3 (14.29%) PMI
3 1 (4.76%) Data Structures
Operating Systems
1 9 (42.86%) Unix
2 8 (38.10%) Linux
3 3 (14.29%) Windows
Processes & Methodologies
1 9 (42.86%) High Availability
1 9 (42.86%) Multithreaded Programming
1 9 (42.86%) Multithreading
2 7 (33.33%) High-Frequency Trading
2 7 (33.33%) Low Latency
3 4 (19.05%) Analytics
3 4 (19.05%) Machine Learning
3 4 (19.05%) Systematic Trading
4 3 (14.29%) Business Intelligence
4 3 (14.29%) Data Analysis
4 3 (14.29%) Data Modelling
4 3 (14.29%) DevOps
5 1 (4.76%) Algorithmic Trading
5 1 (4.76%) Data Analytics
5 1 (4.76%) Performance Analysis
5 1 (4.76%) Quantitative Trading
5 1 (4.76%) Root Cause Analysis
Programming Languages
1 21 (100.00%) Python
2 12 (57.14%) C++
3 10 (47.62%) C
4 4 (19.05%) R
4 4 (19.05%) SQL
5 3 (14.29%) Bash Shell
5 3 (14.29%) C#
5 3 (14.29%) Java
6 2 (9.52%) MATLAB
7 1 (4.76%) Cython
Qualifications
1 14 (66.67%) Degree
2 4 (19.05%) PhD
3 3 (14.29%) PMI Certification
Vendors
1 3 (14.29%) Cloudera
1 3 (14.29%) Hortonworks
2 2 (9.52%) Red Hat
City, London
ANSON MCCADE
Salary: £35,000 - £45,000 + extensive benefits package
Posted: 7 hours ago
City, London
ANSON MCCADE
Salary: Up to £45,000, subsidised gym membership, Cycle2Work scheme, company h
Posted: 6 days ago
City, London
Eames Consulting
Salary: £50000 - £70000 per annum + Benefits
Posted: 4 days ago