Period
to 20 January 2018

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 20 January 2018 with a comparison to the same period in the previous 2 years.

Matplotlib
UK > England
6 months to
20 Jan 2018
Same period 2017 Same period 2016
Rank 1126 1121 1221
Rank change year-on-year -5 +100 +46
Permanent jobs citing Matplotlib 12 34 31
As % of all permanent IT jobs advertised in England 0.007% 0.020% 0.016%
As % of the Libraries, Frameworks & Software Standards category 0.018% 0.052% 0.041%
Number of salaries quoted 10 24 30
England median annual salary £100,000 £81,250 £80,000
Median salary % change year-on-year +23.08% +1.56% +6.67%
UK median annual salary £100,000 £81,250 £80,000
% change year-on-year +23.08% +1.56% +6.67%

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 England with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
England
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 66,138 65,900 75,390
As % of all permanent IT jobs advertised in England 40.80% 39.43% 38.43%
Number of salaries quoted 55,898 57,306 65,316
England median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £30,000 £29,000 £28,250
90th Percentile £78,750 £77,500 £75,000
UK median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

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 20 January 2018.

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 20 January 2018. 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 -23 9 £100,000 +23.08% 3
South East - 3 £45,000 - 1
Matplotlib
UK

For the 6 months to 20 January 2018, 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 12 (100.00%) Python
1 12 (100.00%) Pandas
2 10 (83.33%) Agile Software Development
3 9 (75.00%) Unit Testing
3 9 (75.00%) Git (software)
4 8 (66.67%) SQL
4 8 (66.67%) NumPy
4 8 (66.67%) MongoDB
5 7 (58.33%) C++
5 7 (58.33%) Java
5 7 (58.33%) Mathematics
5 7 (58.33%) Computer Science
5 7 (58.33%) Finance
5 7 (58.33%) Software Engineering
6 6 (50.00%) Web Development
6 6 (50.00%) Refactoring
6 6 (50.00%) Continuous Integration
6 6 (50.00%) JavaScript
6 6 (50.00%) TDD
6 6 (50.00%) Oracle
6 6 (50.00%) Windows
6 6 (50.00%) Linux
6 6 (50.00%) OO
6 6 (50.00%) PhD
6 6 (50.00%) BDD
6 6 (50.00%) NoSQL
6 6 (50.00%) Mercurial
6 6 (50.00%) Hedge funds
6 6 (50.00%) SciPy
6 6 (50.00%) D3.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 3 (25.00%) Apache Spark
2 2 (16.67%) Apache Pig
2 2 (16.67%) Jupyter
3 1 (8.33%) Apache
Cloud Services
1 1 (8.33%) Amazon AWS
Database & Business Intelligence
1 8 (66.67%) MongoDB
2 6 (50.00%) NoSQL
3 3 (25.00%) Hadoop
4 2 (16.67%) Apache Hive
4 2 (16.67%) HBase
5 1 (8.33%) Apache Cassandra
5 1 (8.33%) Apache Kudu
5 1 (8.33%) Apache Zeppelin
5 1 (8.33%) Big Data
5 1 (8.33%) Flink
5 1 (8.33%) Impala
5 1 (8.33%) Mahout
5 1 (8.33%) MarkLogic
5 1 (8.33%) Parquet
5 1 (8.33%) Power BI
5 1 (8.33%) Qlik Sense
5 1 (8.33%) Sqoop
Development Applications
1 9 (75.00%) Git (software)
2 6 (50.00%) Mercurial
General
1 7 (58.33%) Finance
2 1 (8.33%) Retail
Job Titles
1 9 (75.00%) Developer
1 9 (75.00%) Python Developer
2 2 (16.67%) Data Scientist
3 1 (8.33%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 12 (100.00%) Pandas
2 8 (66.67%) NumPy
3 6 (50.00%) D3.js
3 6 (50.00%) Highcharts JS
3 6 (50.00%) Pyramid
3 6 (50.00%) SciPy
4 3 (25.00%) PyQt
4 3 (25.00%) pytest
4 3 (25.00%) Sphinx
5 2 (16.67%) scikit-learn
6 1 (8.33%) Apache Avro
6 1 (8.33%) GraphX
6 1 (8.33%) Kafka
6 1 (8.33%) MLlib
6 1 (8.33%) Natural Language Processing
6 1 (8.33%) PySpark
6 1 (8.33%) REST
6 1 (8.33%) Seaborn
6 1 (8.33%) TensorFlow
Miscellaneous
1 7 (58.33%) Computer Science
2 6 (50.00%) Hedge funds
3 2 (16.67%) Algorithms
4 1 (8.33%) Management Information System
Operating Systems
1 6 (50.00%) Linux
1 6 (50.00%) Windows
Processes & Methodologies
1 10 (83.33%) Agile Software Development
2 9 (75.00%) Unit Testing
3 7 (58.33%) Mathematics
3 7 (58.33%) Software Engineering
4 6 (50.00%) BDD
4 6 (50.00%) Continuous Integration
4 6 (50.00%) OO
4 6 (50.00%) Refactoring
4 6 (50.00%) TDD
4 6 (50.00%) Web Development
5 3 (25.00%) Data Visualisation
5 3 (25.00%) Statistics
5 3 (25.00%) Visualisation
6 2 (16.67%) Machine Learning
6 2 (16.67%) MapReduce
7 1 (8.33%) Analytics
7 1 (8.33%) Bayesian Methods
7 1 (8.33%) Build Automation
7 1 (8.33%) Experimental Design
7 1 (8.33%) Linear Regression
Programming Languages
1 12 (100.00%) Python
2 8 (66.67%) SQL
3 7 (58.33%) C++
3 7 (58.33%) Java
4 6 (50.00%) JavaScript
5 2 (16.67%) Scala
6 1 (8.33%) C
6 1 (8.33%) HiveQL
6 1 (8.33%) MATLAB
6 1 (8.33%) R
Qualifications
1 6 (50.00%) PhD
2 1 (8.33%) Degree
Quality Assurance & Compliance
1 1 (8.33%) Data Quality
Systems Management
1 1 (8.33%) Hadoop YARN
Vendors
1 6 (50.00%) Oracle
2 1 (8.33%) Google
2 1 (8.33%) MapR
2 1 (8.33%) Tableau