The following table provides summary statistics for permanent job vacancies 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 23 June 2017 with a comparison to the same period in the previous 2 years.

Matplotlib
UK
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 855 903 969
Rank change year-on-year +48 +66  
Permanent jobs citing Matplotlib 15 10 19
As % of all permanent IT jobs advertised in the UK 0.017% 0.010% 0.017%
As % of the Libraries, Frameworks & Software Standards category 0.041% 0.026% 0.045%
Number of salaries quoted 15 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 with a requirement for industry standards, technical specifications and software library and framework skills.

Software Library & Framework Skills
UK
Permanent job vacancies with a requirement for industry standards, technical specifications and software library and framework skills 36508 38298 42245
As % of all permanent IT job vacancies advertised in the UK 40.97% 38.94% 38.10%
Number of salaries quoted 30684 33260 36138
Median salary £47,000 £45,000 £45,000
Median salary % change year-on-year +4.44% -  
90% offered a salary of more than £32,500 £31,000 £30,000
10% offered a salary of more than £70,000 £65,000 £70,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year +6.25% -  

Matplotlib
Job Vacancy Trend

The job posting trend of jobs advertised 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 the UK

Matplotlib
Salary Trend

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

Salary trend for Matplotlib in the UK

Matplotlib
Salary Histogram

The salary distribution of IT jobs citing Matplotlib over the 3 months to 23 June 2017.

Salary histogram for Matplotlib in the UK

Matplotlib
Top 5 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Matplotlib within the UK over the 3 months to 23 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
England +57 15 £100,000 +76.99% 1
London +19 12 £100,000 +76.99% 1
Bristol - 3 £47,500 -
South West - 3 £47,500 -
City of London +19 1 £75,000 +15.38%

For the 6 months to 23 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 with a requirement for Matplotlib.

1 33 (100.00%) Python
1 33 (100.00%) Pandas
2 29 (87.88%) NumPy
3 24 (72.73%) SQL
4 21 (63.64%) Finance
4 21 (63.64%) MongoDB
4 21 (63.64%) NoSQL
5 20 (60.61%) Computer Science
5 20 (60.61%) Software Engineering
6 19 (57.58%) Agile Software Development
6 19 (57.58%) Linux
6 19 (57.58%) Continuous Integration
7 18 (54.55%) Git (software)
7 18 (54.55%) Mathematics
7 18 (54.55%) OO
7 18 (54.55%) D3.js
7 18 (54.55%) C++
7 18 (54.55%) Java
7 18 (54.55%) JavaScript
7 18 (54.55%) PhD
7 18 (54.55%) Highcharts JS
7 18 (54.55%) SciPy
8 17 (51.52%) Pyramid
8 17 (51.52%) TDD
8 17 (51.52%) Windows
8 17 (51.52%) Oracle
8 17 (51.52%) BDD
8 17 (51.52%) Hedge funds
8 17 (51.52%) Unit Testing
8 17 (51.52%) Web Development

Matplotlib
Co-occurring IT Skills 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 (3.03%) Jupyter
Applications
1 2 (6.06%) Microsoft Excel
Cloud Services
1 7 (21.21%) Amazon AWS
1 7 (21.21%) Heroku
2 3 (9.09%) Google Cloud Platform
3 2 (6.06%) Google Analytics
Database & Business Intelligence
1 21 (63.64%) MongoDB
1 21 (63.64%) NoSQL
2 9 (27.27%) Big Data
3 5 (15.15%) SQL Server
4 3 (9.09%) MySQL
4 3 (9.09%) Relational Database
5 2 (6.06%) SQL Server Integration Services
5 2 (6.06%) SQL Server Reporting Services
Development Applications
1 18 (54.55%) Git (software)
2 17 (51.52%) Mercurial
3 1 (3.03%) Bower
3 1 (3.03%) Jenkins
General
1 21 (63.64%) Finance
2 3 (9.09%) Games
3 2 (6.06%) Marketing
Job Titles
1 28 (84.85%) Developer
2 26 (78.79%) Python Developer
3 3 (9.09%) Data Engineer
4 2 (6.06%) Business Intelligence Developer
4 2 (6.06%) Data Scientist
5 1 (3.03%) Junior
5 1 (3.03%) Junior Data Engineer
5 1 (3.03%) Lead Developer
5 1 (3.03%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 33 (100.00%) Pandas
2 29 (87.88%) NumPy
3 18 (54.55%) D3.js
3 18 (54.55%) Highcharts JS
3 18 (54.55%) SciPy
4 17 (51.52%) Pyramid
5 6 (18.18%) Seaborn
6 3 (9.09%) scikit-learn
6 3 (9.09%) Serverless Framework
7 1 (3.03%) .NET
7 1 (3.03%) AngularJS
7 1 (3.03%) Bokeh
7 1 (3.03%) CSS
7 1 (3.03%) Django
7 1 (3.03%) Flask
7 1 (3.03%) HTML
7 1 (3.03%) Node.js
7 1 (3.03%) React
7 1 (3.03%) SQLAlchemy
7 1 (3.03%) Twitter Bootstrap
Miscellaneous
1 20 (60.61%) Computer Science
2 17 (51.52%) Hedge funds
3 4 (12.12%) Greenfield Project
4 1 (3.03%) Analytical Skills
Operating Systems
1 19 (57.58%) Linux
2 17 (51.52%) Windows
3 2 (6.06%) Unix
Processes & Methodologies
1 20 (60.61%) Software Engineering
2 19 (57.58%) Agile Software Development
2 19 (57.58%) Continuous Integration
3 18 (54.55%) Mathematics
3 18 (54.55%) OO
4 17 (51.52%) BDD
4 17 (51.52%) Refactoring
4 17 (51.52%) TDD
4 17 (51.52%) Unit Testing
4 17 (51.52%) Web Development
5 5 (15.15%) Analytics
6 4 (12.12%) Microservices
6 4 (12.12%) Visualisation
7 3 (9.09%) Data Analytics
7 3 (9.09%) Data Engineering
7 3 (9.09%) ETL
7 3 (9.09%) Test Automation
8 2 (6.06%) Business Intelligence
8 2 (6.06%) Data Visualisation
8 2 (6.06%) Machine Learning
Programming Languages
1 33 (100.00%) Python
2 24 (72.73%) SQL
3 18 (54.55%) C++
3 18 (54.55%) Java
3 18 (54.55%) JavaScript
4 1 (3.03%) C#
4 1 (3.03%) Scala
4 1 (3.03%) TypeScript
Qualifications
1 18 (54.55%) PhD
Vendors
1 17 (51.52%) Oracle
2 9 (27.27%) Google
3 3 (9.09%) Tableau
4 2 (6.06%) Microsoft
4 2 (6.06%) Salesforce.com
London
Westbourne Partners Ltd
Posted: Yesterday