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 25 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Jul 2016
Same period 2015 Same period 2014
SciPy
Rank 255 301 340
Rank change year-on-year
+46 +39
Permanent jobs citing SciPy 2 16 4
As % of all permanent IT jobs located in the City of London 0.032% 0.15% 0.032%
As % of the Libraries, Frameworks & Software Standards category 0.078% 0.44% 0.086%
Number of salaries quoted 2 16 3
Median salary £103,750 £75,000 £80,000
Median salary % change year-on-year
+38.33% -6.25%
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
2573 3632 4673
As % of all permanent IT jobs located in the City of London 40.78% 34.67% 37.96%
Number of salaries quoted 2356 3136 3997
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 £40,000 £37,500 £37,500
10% offered a salary of more than £77,500 £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 25 July 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 11 (100.00%) Python
2 10 (90.91%) Pandas
3 8 (72.73%) Finance
3 8 (72.73%) NumPy
4 7 (63.64%) Machine Learning
5 5 (45.45%) Linux
5 5 (45.45%) C++
6 4 (36.36%) SQL Server
6 4 (36.36%) MS Excel
6 4 (36.36%) PhD
6 4 (36.36%) TCP/IP
6 4 (36.36%) GDB
6 4 (36.36%) Matplotlib
6 4 (36.36%) Valgrind
6 4 (36.36%) Mathematics
6 4 (36.36%) Physics
6 4 (36.36%) Computer Science
6 4 (36.36%) Git (software)
6 4 (36.36%) Deep Learning
6 4 (36.36%) Algorithms
6 4 (36.36%) IPython
7 3 (27.27%) AWS Elastic Beanstalk
7 3 (27.27%) scikit-learn
7 3 (27.27%) Jupyter
7 3 (27.27%) Amazon Kinesis
7 3 (27.27%) Analytical Skills
7 3 (27.27%) Apache Spark
7 3 (27.27%) Amazon Redshift
7 3 (27.27%) Docker
7 3 (27.27%) D3.js

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 (36.36%) IPython
2 3 (27.27%) Apache Spark
2 3 (27.27%) Jupyter
Applications
1 4 (36.36%) MS Excel
Cloud Services
1 3 (27.27%) Amazon AWS
1 3 (27.27%) Amazon EC2
1 3 (27.27%) Amazon Kinesis
1 3 (27.27%) AWS Elastic Beanstalk
Communications & Networking
1 4 (36.36%) TCP/IP
Database & Business Intelligence
1 4 (36.36%) SQL Server
2 3 (27.27%) Amazon Redshift
2 3 (27.27%) Data Warehouse
2 3 (27.27%) QlikView
Development Applications
1 4 (36.36%) GDB
1 4 (36.36%) Git (software)
1 4 (36.36%) Valgrind
General
1 8 (72.73%) Finance
2 3 (27.27%) Games
3 1 (9.09%) Front Office
Job Titles
1 6 (54.55%) Developer
2 4 (36.36%) Software Developer
3 3 (27.27%) Data Scientist
4 2 (18.18%) Python Developer
5 1 (9.09%) Quantitative Developer
Libraries, Frameworks & Software Standards
1 10 (90.91%) Pandas
2 8 (72.73%) NumPy
3 4 (36.36%) Matplotlib
4 3 (27.27%) D3.js
4 3 (27.27%) scikit-learn
5 1 (9.09%) Boost C++ Libraries
5 1 (9.09%) STL
Miscellaneous
1 4 (36.36%) Algorithms
1 4 (36.36%) Computer Science
1 4 (36.36%) Mathematics
1 4 (36.36%) Physics
2 3 (27.27%) Analytical Skills
2 3 (27.27%) Visualisation
3 1 (9.09%) Hedge funds
Operating Systems
1 5 (45.45%) Linux
2 1 (9.09%) Unix
Processes & Methodologies
1 7 (63.64%) Machine Learning
2 4 (36.36%) Deep Learning
3 3 (27.27%) Analytics
3 3 (27.27%) Data Visualisation
3 3 (27.27%) ETL
4 1 (9.09%) High Availability
4 1 (9.09%) Low Latency
4 1 (9.09%) Multithreading
4 1 (9.09%) Quantitative Trading
Programming Languages
1 11 (100.00%) Python
2 5 (45.45%) C++
3 3 (27.27%) SQL
4 1 (9.09%) C
Qualifications
1 4 (36.36%) PhD
2 2 (18.18%) Degree
System Software
1 3 (27.27%) Docker
Vendors
1 3 (27.27%) Tableau
City, London
TEKsystems
Salary: £75000 - £120000 per annum
Posted: Yesterday
City, London
Venturi
Salary: £60000 - £75000 per annum + bonus + bens
Posted: 3 days ago