Period
to 19 November 2017

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 6 months to 19 November 2017 with a comparison to the same period in the previous 2 years.

Matplotlib
England > London
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 824 836 885
Rank change year-on-year +12 +49 +33
Permanent jobs citing Matplotlib 20 15 39
As % of all permanent IT jobs advertised in London 0.027% 0.020% 0.044%
As % of the Libraries, Frameworks & Software Standards category 0.069% 0.050% 0.12%
Number of salaries quoted 19 13 37
London median annual salary £100,000 £80,000 £80,000
Median salary % change year-on-year +25.00% - +14.29%
England median annual salary £100,000 £80,000 £80,000
% change year-on-year +25.00% - +14.29%

Matplotlib is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
London
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 29144 30303 33476
As % of all permanent IT jobs advertised in London 39.04% 40.14% 37.59%
Number of salaries quoted 23711 26678 28683
London median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% +4.76%
10th Percentile £36,250 £35,000 £34,500
90th Percentile £90,000 £86,250 £83,750
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

Matplotlib
Job Vacancy Trend in London

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

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 6 months to 19 November 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 6 months to 19 November 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
Central London 0 1 £125,000 +72.41%
Matplotlib
England

For the 6 months to 19 November 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 20 (100.00%) Python
1 20 (100.00%) Pandas
2 19 (95.00%) NumPy
3 18 (90.00%) Linux
4 17 (85.00%) OO
4 17 (85.00%) Oracle
4 17 (85.00%) Hedge funds
4 17 (85.00%) SciPy
5 16 (80.00%) SQL
5 16 (80.00%) Finance
6 15 (75.00%) Software Engineering
6 15 (75.00%) Agile Software Development
6 15 (75.00%) C++
6 15 (75.00%) Java
6 15 (75.00%) MongoDB
6 15 (75.00%) Mathematics
6 15 (75.00%) Computer Science
7 14 (70.00%) Web Development
7 14 (70.00%) Unit Testing
7 14 (70.00%) Continuous Integration
7 14 (70.00%) Git (software)
7 14 (70.00%) Refactoring
7 14 (70.00%) Mercurial
7 14 (70.00%) NoSQL
7 14 (70.00%) BDD
7 14 (70.00%) JavaScript
7 14 (70.00%) PhD
7 14 (70.00%) TDD
7 14 (70.00%) Windows
7 14 (70.00%) D3.js

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 2 (10.00%) Apache Spark
2 1 (5.00%) Apache Pig
2 1 (5.00%) Jupyter
Applications
1 1 (5.00%) Microsoft Excel
Cloud Services
1 1 (5.00%) Amazon AWS
1 1 (5.00%) Google Analytics
Database & Business Intelligence
1 15 (75.00%) MongoDB
2 14 (70.00%) NoSQL
3 4 (20.00%) SQL Server
4 2 (10.00%) Big Data
4 2 (10.00%) Hadoop
5 1 (5.00%) Apache Cassandra
5 1 (5.00%) Apache Hive
5 1 (5.00%) Apache Kudu
5 1 (5.00%) Apache Zeppelin
5 1 (5.00%) Flink
5 1 (5.00%) HBase
5 1 (5.00%) Impala
5 1 (5.00%) MarkLogic
5 1 (5.00%) Parquet
5 1 (5.00%) Power BI
5 1 (5.00%) Qlik Sense
5 1 (5.00%) SQL Server Integration Services
5 1 (5.00%) SQL Server Reporting Services
5 1 (5.00%) Sqoop
Development Applications
1 14 (70.00%) Git (software)
1 14 (70.00%) Mercurial
General
1 16 (80.00%) Finance
2 3 (15.00%) Front Office
3 1 (5.00%) Marketing
3 1 (5.00%) Retail
Job Titles
1 18 (90.00%) Developer
2 17 (85.00%) Python Developer
3 3 (15.00%) Lead Developer
3 3 (15.00%) Senior Developer
3 3 (15.00%) Senior Python Developer
3 3 (15.00%) Technical Developer
3 3 (15.00%) Technical Leader
4 1 (5.00%) Business Intelligence Developer
4 1 (5.00%) Data Scientist
4 1 (5.00%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 20 (100.00%) Pandas
2 19 (95.00%) NumPy
3 17 (85.00%) SciPy
4 14 (70.00%) D3.js
4 14 (70.00%) Highcharts JS
4 14 (70.00%) Pyramid
5 3 (15.00%) RESTful
6 1 (5.00%) Apache Avro
6 1 (5.00%) GraphX
6 1 (5.00%) Kafka
6 1 (5.00%) MLlib
6 1 (5.00%) Natural Language Processing
6 1 (5.00%) REST
6 1 (5.00%) scikit-learn
6 1 (5.00%) TensorFlow
Miscellaneous
1 17 (85.00%) Hedge funds
2 15 (75.00%) Computer Science
3 3 (15.00%) Equities
3 3 (15.00%) Greenfield Project
4 2 (10.00%) Algorithms
5 1 (5.00%) Management Information System
Operating Systems
1 18 (90.00%) Linux
2 14 (70.00%) Windows
3 1 (5.00%) Unix
Processes & Methodologies
1 17 (85.00%) OO
2 15 (75.00%) Agile Software Development
2 15 (75.00%) Mathematics
2 15 (75.00%) Software Engineering
3 14 (70.00%) BDD
3 14 (70.00%) Continuous Integration
3 14 (70.00%) Refactoring
3 14 (70.00%) TDD
3 14 (70.00%) Unit Testing
3 14 (70.00%) Web Development
4 3 (15.00%) IT Strategy
4 3 (15.00%) Mentoring
4 3 (15.00%) Systematic Trading
5 2 (10.00%) Analytics
5 2 (10.00%) Machine Learning
5 2 (10.00%) Statistics
6 1 (5.00%) Business Analysis
6 1 (5.00%) Kanban
6 1 (5.00%) Open Source
6 1 (5.00%) Test Automation
Programming Languages
1 20 (100.00%) Python
2 16 (80.00%) SQL
3 15 (75.00%) C++
3 15 (75.00%) Java
4 14 (70.00%) JavaScript
5 1 (5.00%) C
5 1 (5.00%) HiveQL
5 1 (5.00%) MATLAB
5 1 (5.00%) R
5 1 (5.00%) Scala
Qualifications
1 14 (70.00%) PhD
2 1 (5.00%) Degree
Quality Assurance & Compliance
1 1 (5.00%) Data Quality
Systems Management
1 1 (5.00%) Hadoop YARN
Vendors
1 17 (85.00%) Oracle
2 3 (15.00%) Sybase
3 2 (10.00%) Google
3 2 (10.00%) Tableau
4 1 (5.00%) Microsoft
4 1 (5.00%) Salesforce.com