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 26 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Aug 2016
Same period 2015 Same period 2014
SciPy
Rank 245 298 330
Rank change year-on-year
+53 +32
Permanent jobs citing SciPy 4 12 5
As % of all permanent IT jobs located in the City of London 0.065% 0.12% 0.041%
As % of the Libraries, Frameworks & Software Standards category 0.16% 0.35% 0.11%
Number of salaries quoted 4 12 4
Median salary £97,500 £75,000 £60,000
Median salary % change year-on-year
+30.00% +25.00%
90% offered a salary of more than £76,500 £57,500 £50,200
10% offered a salary of more than £106,250 £88,500 £75,050
UK excluding London median salary - £35,000 £52,500
% change year-on-year
- -33.33%
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
2511 3460 4570
As % of all permanent IT jobs located in the City of London 40.51% 35.30% 37.90%
Number of salaries quoted 2308 2944 3954
Median salary £58,000 £55,000 £52,500
Median salary % change year-on-year
+5.45% +4.76%
90% offered a salary of more than £42,500 £37,500 £37,500
10% offered a salary of more than £80,000 £75,000 £77,500
UK excluding London median salary £40,500 £40,000 £40,000
% change year-on-year
+1.25% -

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 26 August 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 26 August 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 13 (100.00%) Python
2 10 (76.92%) NumPy
2 10 (76.92%) Pandas
3 9 (69.23%) Finance
4 8 (61.54%) Machine Learning
5 5 (38.46%) Linux
5 5 (38.46%) SQL Server
5 5 (38.46%) C++
5 5 (38.46%) PhD
5 5 (38.46%) Algorithms
6 4 (30.77%) IPython
6 4 (30.77%) Analytics
6 4 (30.77%) Deep Learning
6 4 (30.77%) Matplotlib
6 4 (30.77%) GDB
6 4 (30.77%) Valgrind
6 4 (30.77%) Git (software)
6 4 (30.77%) TCP/IP
6 4 (30.77%) SQL
6 4 (30.77%) MS Excel
6 4 (30.77%) Mathematics
6 4 (30.77%) Physics
6 4 (30.77%) Computer Science
6 4 (30.77%) scikit-learn
7 3 (23.08%) Jupyter
7 3 (23.08%) QlikView
7 3 (23.08%) Degree
7 3 (23.08%) ETL
7 3 (23.08%) Games
7 3 (23.08%) Data Warehouse

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 4 (30.77%) IPython
2 3 (23.08%) Apache Spark
2 3 (23.08%) Jupyter
3 1 (7.69%) SAS
Applications
1 4 (30.77%) MS Excel
Cloud Services
1 3 (23.08%) Amazon AWS
1 3 (23.08%) Amazon EC2
1 3 (23.08%) Amazon Kinesis
1 3 (23.08%) AWS Elastic Beanstalk
Communications & Networking
1 4 (30.77%) TCP/IP
Database & Business Intelligence
1 5 (38.46%) SQL Server
2 3 (23.08%) Amazon Redshift
2 3 (23.08%) Data Warehouse
2 3 (23.08%) QlikView
3 1 (7.69%) Big Data
3 1 (7.69%) Data Mining
3 1 (7.69%) Hadoop
3 1 (7.69%) NoSQL
3 1 (7.69%) Relational Database
Development Applications
1 4 (30.77%) GDB
1 4 (30.77%) Git (software)
1 4 (30.77%) Valgrind
General
1 9 (69.23%) Finance
2 3 (23.08%) Games
3 2 (15.38%) Front Office
Job Titles
1 7 (53.85%) Developer
2 4 (30.77%) Data Scientist
2 4 (30.77%) Software Developer
3 3 (23.08%) Python Developer
4 1 (7.69%) Quantitative Developer
Libraries, Frameworks & Software Standards
1 10 (76.92%) NumPy
1 10 (76.92%) Pandas
2 4 (30.77%) Matplotlib
2 4 (30.77%) scikit-learn
3 3 (23.08%) D3.js
4 1 (7.69%) Boost C++ Libraries
4 1 (7.69%) Celery
4 1 (7.69%) Django
4 1 (7.69%) STL
Miscellaneous
1 5 (38.46%) Algorithms
2 4 (30.77%) Computer Science
2 4 (30.77%) Mathematics
2 4 (30.77%) Physics
3 3 (23.08%) Analytical Skills
3 3 (23.08%) Visualisation
4 2 (15.38%) Hedge funds
5 1 (7.69%) Clustering
5 1 (7.69%) Fintech
5 1 (7.69%) PMI
Operating Systems
1 5 (38.46%) Linux
2 1 (7.69%) Unix
Processes & Methodologies
1 8 (61.54%) Machine Learning
2 4 (30.77%) Analytics
2 4 (30.77%) Deep Learning
3 3 (23.08%) Data Visualisation
3 3 (23.08%) ETL
4 1 (7.69%) Business Intelligence
4 1 (7.69%) Data Modelling
4 1 (7.69%) High Availability
4 1 (7.69%) High-Frequency Trading
4 1 (7.69%) Low Latency
4 1 (7.69%) Multithreading
4 1 (7.69%) Quantitative Trading
4 1 (7.69%) Systematic Trading
Programming Languages
1 13 (100.00%) Python
2 5 (38.46%) C++
3 4 (30.77%) SQL
4 1 (7.69%) C
4 1 (7.69%) Java
4 1 (7.69%) MATLAB
4 1 (7.69%) R
Qualifications
1 5 (38.46%) PhD
2 3 (23.08%) Degree
3 1 (7.69%) PMI Certification
System Software
1 3 (23.08%) Docker
Vendors
1 3 (23.08%) Tableau
2 1 (7.69%) Cloudera
2 1 (7.69%) Hortonworks