The following table provides summary statistics for permanent job vacancies advertised in the City of London with a requirement for SciPy skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited SciPy over the 3 months to 24 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
SciPy
London / City of London
Rank 214 258 312
Rank change year-on-year +44 +54  
Permanent jobs citing SciPy 4 11 7
As % of all permanent IT jobs advertised in the City of London 0.079% 0.16% 0.069%
As % of the Libraries, Frameworks & Software Standards category 0.21% 0.41% 0.21%
Number of salaries quoted 4 11 7
Median salary £75,000 £57,500 £60,000
Median salary % change year-on-year +30.43% -4.16%  
90% offered a salary of more than £70,000 £50,000 £51,000
10% offered a salary of more than £87,000 £80,000 £62,000
UK excluding London median salary £47,000 £30,000 -
% change year-on-year +56.66% -  

SciPy is in the industry standards, technical specifications and software library and framework skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the City of London with a requirement for industry standards, technical specifications and software library and framework skills.

Software Library & Framework Skills
City of London
Permanent job vacancies with a requirement for industry standards, technical specifications and software library and framework skills 1888 2694 3311
As % of all permanent IT job vacancies advertised in the City of London 37.21% 38.10% 32.55%
Number of salaries quoted 1714 2385 2870
Median salary £60,000 £55,000 £55,000
Median salary % change year-on-year +9.09% -  
90% offered a salary of more than £40,000 £37,500 £37,500
10% offered a salary of more than £85,000 £72,500 £75,400
UK excluding London median salary £40,000 £42,500 £40,000
% change year-on-year -5.88% +6.25%  

SciPy
Job Vacancy Trend in the City of London

The job posting trend of jobs advertised in the City of London citing SciPy as a proportion of all permanent or contract IT jobs with a match in the Libraries, Frameworks & Software Standards category.

Job vacancy trend for SciPy 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 in the City of London.

Salary trend for SciPy in the City of London

SciPy
Salary Histogram in the City of London

The salary distribution of IT jobs citing SciPy in the City of London over the 3 months to 24 March 2017.

Salary histogram for SciPy in the City of London

SciPy
Top 30 Related IT Skills in the City of London

For the 6 months to 24 March 2017, 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 22 (100.00%) Python
1 22 (100.00%) NumPy
2 16 (72.73%) Finance
3 14 (63.64%) Degree
4 13 (59.09%) Pandas
5 12 (54.55%) C++
6 9 (40.91%) C
6 9 (40.91%) IPython
7 8 (36.36%) Multithreaded Programming
7 8 (36.36%) Unix
7 8 (36.36%) Multithreading
7 8 (36.36%) High Availability
8 7 (31.82%) Linux
9 6 (27.27%) SQL
9 6 (27.27%) Algorithms
9 6 (27.27%) Low Latency
10 5 (22.73%) High-Frequency Trading
10 5 (22.73%) C#
10 5 (22.73%) Data Modelling
11 4 (18.18%) Windows
11 4 (18.18%) Front Office
11 4 (18.18%) Data Analysis
11 4 (18.18%) Machine Learning
11 4 (18.18%) Bash Shell
11 4 (18.18%) Django
11 4 (18.18%) DevOps
11 4 (18.18%) GNU Octave
12 3 (13.64%) SDLC
12 3 (13.64%) Systematic Trading
12 3 (13.64%) Flask

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 9 (40.91%) IPython
2 2 (9.09%) SAS
3 1 (4.55%) Apache Spark
Applications
1 4 (18.18%) GNU Octave
Cloud Services
1 3 (13.64%) GitHub
Database & Business Intelligence
1 3 (13.64%) Big Data
1 3 (13.64%) Hadoop
1 3 (13.64%) NoSQL
2 2 (9.09%) Data Mining
2 2 (9.09%) Relational Database
2 2 (9.09%) SQL Server
3 1 (4.55%) Apache Cassandra
3 1 (4.55%) KDB
3 1 (4.55%) MongoDB
Development Applications
1 3 (13.64%) Team Foundation Server
2 2 (9.09%) Maven
General
1 16 (72.73%) Finance
2 4 (18.18%) Front Office
3 3 (13.64%) Financial Institution
4 1 (4.55%) Back Office
Job Titles
1 15 (68.18%) Developer
2 14 (63.64%) Python Developer
3 3 (13.64%) DevOps Engineer
3 3 (13.64%) Linux DevOps Engineer
3 3 (13.64%) Linux Engineer
3 3 (13.64%) Linux/Unix DevOps
4 2 (9.09%) Data Scientist
4 2 (9.09%) Quantitative Developer
5 1 (4.55%) Algorithmic Trading Developer
5 1 (4.55%) C# Developer
5 1 (4.55%) C++ Developer
5 1 (4.55%) C++/C# Developer
5 1 (4.55%) Systems Engineer
Libraries, Frameworks & Software Standards
1 22 (100.00%) NumPy
2 13 (59.09%) Pandas
3 4 (18.18%) Django
4 3 (13.64%) Boost C++ Libraries
4 3 (13.64%) Flask
4 3 (13.64%) SQLAlchemy
4 3 (13.64%) STL
5 2 (9.09%) Celery
5 2 (9.09%) scikit-learn
6 1 (4.55%) Akka
6 1 (4.55%) AngularJS
6 1 (4.55%) Esper
6 1 (4.55%) Pyramid
6 1 (4.55%) TensorFlow
Miscellaneous
1 6 (27.27%) Algorithms
2 3 (13.64%) Computer Science
2 3 (13.64%) Data Structures
2 3 (13.64%) Hedge funds
3 2 (9.09%) Clustering
3 2 (9.09%) Fintech
3 2 (9.09%) PMI
4 1 (4.55%) Credit Risk
Operating Systems
1 8 (36.36%) Unix
2 7 (31.82%) Linux
3 4 (18.18%) Windows
Processes & Methodologies
1 8 (36.36%) High Availability
1 8 (36.36%) Multithreaded Programming
1 8 (36.36%) Multithreading
2 6 (27.27%) Low Latency
3 5 (22.73%) Data Modelling
3 5 (22.73%) High-Frequency Trading
4 4 (18.18%) Data Analysis
4 4 (18.18%) DevOps
4 4 (18.18%) Machine Learning
5 3 (13.64%) Analytics
5 3 (13.64%) Continuous Integration
5 3 (13.64%) SDLC
5 3 (13.64%) Systematic Trading
5 3 (13.64%) TDD
6 2 (9.09%) Business Intelligence
7 1 (4.55%) Algorithmic Trading
7 1 (4.55%) Artificial Intelligence
7 1 (4.55%) Mathematics
7 1 (4.55%) Open Source
7 1 (4.55%) Statistics
Programming Languages
1 22 (100.00%) Python
2 12 (54.55%) C++
3 9 (40.91%) C
4 6 (27.27%) SQL
5 5 (22.73%) C#
6 4 (18.18%) Bash Shell
7 3 (13.64%) Java
7 3 (13.64%) R
8 2 (9.09%) MATLAB
9 1 (4.55%) Scala
Qualifications
1 14 (63.64%) Degree
2 3 (13.64%) PhD
3 2 (9.09%) PMI Certification
Vendors
1 3 (13.64%) Red Hat
2 2 (9.09%) Cloudera
2 2 (9.09%) Hortonworks
3 1 (4.55%) Oracle
City, London
ANSON MCCADE
Salary: Up to £53,000, subsidised gym membership, Cycle2Work scheme, company h
Posted: 3 days ago
City, London
TEKsystems
Salary: £75000 - £140000 per annum + bonus and pension
Posted: 6 days ago