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

Matplotlib
England / London
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 604 634 660
Rank change year-on-year +30 +26  
Permanent jobs citing Matplotlib 12 10 19
As % of all permanent IT jobs advertised in London 0.033% 0.025% 0.042%
As % of the Libraries, Frameworks & Software Standards category 0.082% 0.062% 0.11%
Number of salaries quoted 12 9 18
Median salary £100,000 £56,500 £80,000
Median salary % change year-on-year +76.99% -29.37%  
UK excluding London median salary £47,500 - -

Matplotlib 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 London with a requirement for industry standards, technical specifications and software library and framework skills.

Software Library & Framework Skills
London
Permanent job vacancies with a requirement for industry standards, technical specifications and software library and framework skills 14635 16186 17074
As % of all permanent IT job vacancies advertised in London 40.39% 40.40% 38.02%
Number of salaries quoted 12104 14301 14709
Median salary £57,500 £55,000 £55,000
Median salary % change year-on-year +4.54% -  
90% offered a salary of more than £40,000 £38,500 £35,000
10% offered a salary of more than £80,000 £75,000 £77,500
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year +6.25% -  

Matplotlib
Job Vacancy Trend in London

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

Job vacancy trend for Matplotlib in London

Matplotlib
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Matplotlib in London.

Salary trend for Matplotlib in London

Matplotlib
Salary Histogram in London

The salary distribution of IT jobs citing Matplotlib in London over the 3 months to 24 June 2017.

Salary histogram for Matplotlib in London

Matplotlib
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Matplotlib within the London region over the 3 months to 24 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +22 1 £75,000 +15.38%
Matplotlib
England

For the 6 months to 24 June 2017, IT jobs citing Matplotlib 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 London region with a requirement for Matplotlib.

1 26 (100.00%) Python
1 26 (100.00%) NumPy
1 26 (100.00%) Pandas
2 24 (92.31%) SQL
3 21 (80.77%) Finance
3 21 (80.77%) MongoDB
3 21 (80.77%) NoSQL
4 20 (76.92%) Computer Science
5 19 (73.08%) Agile Software Development
5 19 (73.08%) Linux
6 18 (69.23%) C++
6 18 (69.23%) Java
6 18 (69.23%) JavaScript
6 18 (69.23%) Software Engineering
6 18 (69.23%) PhD
6 18 (69.23%) OO
6 18 (69.23%) Git (software)
6 18 (69.23%) Mathematics
6 18 (69.23%) SciPy
6 18 (69.23%) D3.js
6 18 (69.23%) Highcharts JS
7 17 (65.38%) Pyramid
7 17 (65.38%) Hedge funds
7 17 (65.38%) BDD
7 17 (65.38%) Mercurial
7 17 (65.38%) Unit Testing
7 17 (65.38%) Continuous Integration
7 17 (65.38%) Web Development
7 17 (65.38%) Refactoring
7 17 (65.38%) TDD

Matplotlib
Co-occurring IT Skills in 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 1 (3.85%) Jupyter
Applications
1 2 (7.69%) Microsoft Excel
Cloud Services
1 2 (7.69%) Google Analytics
Database & Business Intelligence
1 21 (80.77%) MongoDB
1 21 (80.77%) NoSQL
2 5 (19.23%) SQL Server
3 3 (11.54%) MySQL
3 3 (11.54%) Relational Database
4 2 (7.69%) Big Data
4 2 (7.69%) SQL Server Integration Services
4 2 (7.69%) SQL Server Reporting Services
Development Applications
1 18 (69.23%) Git (software)
2 17 (65.38%) Mercurial
3 1 (3.85%) Bower
3 1 (3.85%) Jenkins
General
1 21 (80.77%) Finance
2 3 (11.54%) Games
3 2 (7.69%) Marketing
Job Titles
1 21 (80.77%) Developer
2 19 (73.08%) Python Developer
3 3 (11.54%) Data Engineer
4 2 (7.69%) Business Intelligence Developer
4 2 (7.69%) Data Scientist
5 1 (3.85%) Junior
5 1 (3.85%) Junior Data Engineer
5 1 (3.85%) Lead Developer
5 1 (3.85%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 26 (100.00%) NumPy
1 26 (100.00%) Pandas
2 18 (69.23%) D3.js
2 18 (69.23%) Highcharts JS
2 18 (69.23%) SciPy
3 17 (65.38%) Pyramid
4 6 (23.08%) Seaborn
5 3 (11.54%) scikit-learn
6 1 (3.85%) .NET
6 1 (3.85%) AngularJS
6 1 (3.85%) Bokeh
6 1 (3.85%) CSS
6 1 (3.85%) Flask
6 1 (3.85%) HTML
6 1 (3.85%) Node.js
6 1 (3.85%) React
6 1 (3.85%) Twitter Bootstrap
6 1 (3.85%) XML
Miscellaneous
1 20 (76.92%) Computer Science
2 17 (65.38%) Hedge funds
3 2 (7.69%) Greenfield Project
4 1 (3.85%) Analytical Skills
Operating Systems
1 19 (73.08%) Linux
2 17 (65.38%) Windows
3 2 (7.69%) Unix
Processes & Methodologies
1 19 (73.08%) Agile Software Development
2 18 (69.23%) Mathematics
2 18 (69.23%) OO
2 18 (69.23%) Software Engineering
3 17 (65.38%) BDD
3 17 (65.38%) Continuous Integration
3 17 (65.38%) Refactoring
3 17 (65.38%) TDD
3 17 (65.38%) Unit Testing
3 17 (65.38%) Web Development
4 5 (19.23%) Analytics
5 4 (15.38%) Visualisation
6 3 (11.54%) Data Analytics
6 3 (11.54%) Data Engineering
6 3 (11.54%) ETL
7 2 (7.69%) Business Analysis
7 2 (7.69%) Business Intelligence
7 2 (7.69%) Data Visualisation
7 2 (7.69%) Machine Learning
8 1 (3.85%) Statistics
Programming Languages
1 26 (100.00%) Python
2 24 (92.31%) SQL
3 18 (69.23%) C++
3 18 (69.23%) Java
3 18 (69.23%) JavaScript
4 1 (3.85%) C#
4 1 (3.85%) Scala
4 1 (3.85%) TypeScript
Qualifications
1 18 (69.23%) PhD
Vendors
1 17 (65.38%) Oracle
2 3 (11.54%) Tableau
3 2 (7.69%) Google
3 2 (7.69%) Microsoft
3 2 (7.69%) Salesforce.com