Period
to 24 July 2017

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Matplotlib skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Matplotlib over the 6 months to 24 July 2017 with a comparison to the same period in the previous 2 years.

Matplotlib
UK > England
6 months to
24 Jul 2017
Same period 2016 Same period 2015
Rank 1115 1224 1261
Rank change year-on-year +109 +37 +37
Permanent jobs citing Matplotlib 31 22 39
As % of all permanent IT jobs advertised in England 0.019% 0.012% 0.019%
As % of the Libraries, Frameworks & Software Standards category 0.046% 0.030% 0.049%
Number of salaries quoted 30 20 38
England median annual salary £100,000 £56,500 £77,500
Median salary % change year-on-year +76.99% -27.10% +10.71%
10th Percentile £43,625 £44,750 £43,750
90th Percentile £106,000 £85,250 £80,000
UK median annual salary £100,000 £56,500 £77,500
% change year-on-year +76.99% -27.10% +10.71%

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

Software Library & Framework Skills
England
Permanent job vacancies with a requirement for industry standards, technical specifications and software library and framework skills 67818 74255 79697
As % of all permanent IT job vacancies advertised in England 40.61% 38.98% 38.07%
Number of salaries quoted 57176 65071 68495
England median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% -
10th Percentile £29,000 £28,750 £27,500
90th Percentile £77,500 £75,000 £72,500
UK median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% +4.65%

Matplotlib
Job Vacancy Trend in England

Job postings citing Matplotlib as a percentage of all IT jobs advertised in England.

Job vacancy trend for Matplotlib in England

Matplotlib
Salary Trend in England

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

Salary trend for Matplotlib in England

Matplotlib
Salary Histogram in England

The salary distribution of IT jobs citing Matplotlib in England over the 6 months to 24 July 2017.

Salary histogram for Matplotlib in England

Matplotlib
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Matplotlib within the England region over the 6 months to 24 July 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +50 24 £100,000 +76.99% 1
South West - 7 £48,750 -
Matplotlib
UK

For the 6 months to 24 July 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 England region with a requirement for Matplotlib.

1 31 (100.00%) Python
1 31 (100.00%) Pandas
2 27 (87.10%) NumPy
3 22 (70.97%) Linux
4 21 (67.74%) OO
4 21 (67.74%) SciPy
5 20 (64.52%) Hedge funds
5 20 (64.52%) SQL
5 20 (64.52%) Oracle
5 20 (64.52%) Finance
6 19 (61.29%) Software Engineering
6 19 (61.29%) Continuous Integration
7 18 (58.06%) Git (software)
7 18 (58.06%) Mathematics
7 18 (58.06%) Computer Science
7 18 (58.06%) MongoDB
7 18 (58.06%) NoSQL
7 18 (58.06%) PhD
7 18 (58.06%) C++
7 18 (58.06%) Java
7 18 (58.06%) JavaScript
8 17 (54.84%) Windows
8 17 (54.84%) BDD
8 17 (54.84%) Mercurial
8 17 (54.84%) Unit Testing
8 17 (54.84%) Web Development
8 17 (54.84%) Refactoring
8 17 (54.84%) Agile Software Development
8 17 (54.84%) TDD
8 17 (54.84%) Highcharts JS

Matplotlib
Co-occurring IT Skills in England 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 (3.23%) Jupyter
Applications
1 2 (6.45%) Microsoft Excel
Cloud Services
1 7 (22.58%) Amazon AWS
1 7 (22.58%) Heroku
2 3 (9.68%) Google Cloud Platform
3 2 (6.45%) Google Analytics
Database & Business Intelligence
1 18 (58.06%) MongoDB
1 18 (58.06%) NoSQL
2 9 (29.03%) Big Data
3 6 (19.35%) SQL Server
4 2 (6.45%) SQL Server Integration Services
4 2 (6.45%) SQL Server Reporting Services
5 1 (3.23%) MySQL
5 1 (3.23%) Relational Database
Development Applications
1 18 (58.06%) Git (software)
2 17 (54.84%) Mercurial
3 1 (3.23%) Bower
3 1 (3.23%) Jenkins
General
1 20 (64.52%) Finance
2 3 (9.68%) Front Office
3 2 (6.45%) Marketing
4 1 (3.23%) Games
Job Titles
1 30 (96.77%) Developer
2 28 (90.32%) Python Developer
3 3 (9.68%) Lead Developer
3 3 (9.68%) Senior Developer
3 3 (9.68%) Senior Python Developer
3 3 (9.68%) Technical Developer
3 3 (9.68%) Technical Leader
4 2 (6.45%) Business Intelligence Developer
5 1 (3.23%) Data Engineer
5 1 (3.23%) Junior
5 1 (3.23%) Junior Data Engineer
Libraries, Frameworks & Software Standards
1 31 (100.00%) Pandas
2 27 (87.10%) NumPy
3 21 (67.74%) SciPy
4 17 (54.84%) D3.js
4 17 (54.84%) Highcharts JS
4 17 (54.84%) Pyramid
5 3 (9.68%) RESTful
5 3 (9.68%) Serverless Framework
6 1 (3.23%) .NET
6 1 (3.23%) AngularJS
6 1 (3.23%) Bokeh
6 1 (3.23%) CSS
6 1 (3.23%) Django
6 1 (3.23%) Flask
6 1 (3.23%) HTML
6 1 (3.23%) React
6 1 (3.23%) scikit-learn
6 1 (3.23%) SQLAlchemy
6 1 (3.23%) Twitter Bootstrap
6 1 (3.23%) XML
Miscellaneous
1 20 (64.52%) Hedge funds
2 18 (58.06%) Computer Science
3 6 (19.35%) Greenfield Project
4 3 (9.68%) Equities
5 1 (3.23%) Analytical Skills
Operating Systems
1 22 (70.97%) Linux
2 17 (54.84%) Windows
3 2 (6.45%) Unix
Processes & Methodologies
1 21 (67.74%) OO
2 19 (61.29%) Continuous Integration
2 19 (61.29%) Software Engineering
3 18 (58.06%) Mathematics
4 17 (54.84%) Agile Software Development
4 17 (54.84%) BDD
4 17 (54.84%) Refactoring
4 17 (54.84%) TDD
4 17 (54.84%) Unit Testing
4 17 (54.84%) Web Development
5 4 (12.90%) Microservices
6 3 (9.68%) Analytics
6 3 (9.68%) Data Engineering
6 3 (9.68%) IT Strategy
6 3 (9.68%) Mentoring
6 3 (9.68%) Systematic Trading
6 3 (9.68%) Test Automation
7 2 (6.45%) Business Analysis
7 2 (6.45%) Business Intelligence
7 2 (6.45%) Data Analytics
Programming Languages
1 31 (100.00%) Python
2 20 (64.52%) SQL
3 18 (58.06%) C++
3 18 (58.06%) Java
3 18 (58.06%) JavaScript
4 1 (3.23%) C#
4 1 (3.23%) Scala
4 1 (3.23%) TypeScript
Qualifications
1 18 (58.06%) PhD
Vendors
1 20 (64.52%) Oracle
2 9 (29.03%) Google
3 3 (9.68%) Sybase
3 3 (9.68%) Tableau
4 2 (6.45%) Microsoft
4 2 (6.45%) Salesforce.com
London
Computer Futures
Salary: £100000 - £160000 per annum + package
Posted: 21 days ago