Period
to 25 November 2017

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 6 months to 25 November 2017 with a comparison to the same period in the previous 2 years.

Matplotlib
UK
6 months to
25 Nov 2017
Same period 2016 Same period 2015
Rank 1164 1206 1259
Rank change year-on-year +42 +53 +63
Permanent jobs citing Matplotlib 24 17 36
As % of all permanent IT jobs advertised in the UK 0.013% 0.009% 0.016%
As % of the Libraries, Frameworks & Software Standards category 0.033% 0.023% 0.043%
Number of salaries quoted 22 13 34
UK median annual salary £100,000 £80,000 £80,000
Median salary % change year-on-year +25.00% - +10.34%
UK excluding London median annual salary £45,000 - -

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

All Software Libraries and Frameworks
UK
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 71772 73890 82986
As % of all permanent IT jobs advertised in the UK 40.07% 39.04% 38.00%
Number of salaries quoted 59646 64121 70991
UK median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% +1.12%
10th Percentile £29,750 £28,750 £27,500
90th Percentile £77,500 £77,500 £73,750
UK excluding London median annual salary £42,500 £42,091 £40,000
% change year-on-year +0.97% +5.23% -

Matplotlib
Job Vacancy Trend

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

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 6 months to 25 November 2017.

Salary histogram for Matplotlib in the UK

Matplotlib
Top 4 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 6 months to 25 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
England +25 24 £100,000 +25.00% 7
London +10 21 £100,000 +25.00% 3
South East - 3 £45,000 - 4
UK excluding London - 3 £45,000 - 4

For the 6 months to 25 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 with a requirement for Matplotlib.

1 24 (100.00%) Python
1 24 (100.00%) Pandas
2 20 (83.33%) NumPy
3 18 (75.00%) Agile Software Development
3 18 (75.00%) Linux
4 17 (70.83%) OO
4 17 (70.83%) SQL
4 17 (70.83%) Oracle
4 17 (70.83%) Hedge funds
4 17 (70.83%) SciPy
4 17 (70.83%) Unit Testing
4 17 (70.83%) Git (software)
5 16 (66.67%) Finance
5 16 (66.67%) MongoDB
6 15 (62.50%) Software Engineering
6 15 (62.50%) C++
6 15 (62.50%) Java
6 15 (62.50%) Mathematics
6 15 (62.50%) Computer Science
7 14 (58.33%) Refactoring
7 14 (58.33%) Web Development
7 14 (58.33%) Continuous Integration
7 14 (58.33%) Mercurial
7 14 (58.33%) BDD
7 14 (58.33%) NoSQL
7 14 (58.33%) JavaScript
7 14 (58.33%) Windows
7 14 (58.33%) PhD
7 14 (58.33%) TDD
7 14 (58.33%) D3.js

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 3 (12.50%) Apache Spark
2 2 (8.33%) Apache Pig
2 2 (8.33%) Jupyter
3 1 (4.17%) Apache
Applications
1 1 (4.17%) Microsoft Excel
Cloud Services
1 1 (4.17%) Amazon AWS
1 1 (4.17%) Google Analytics
Database & Business Intelligence
1 16 (66.67%) MongoDB
2 14 (58.33%) NoSQL
3 4 (16.67%) SQL Server
4 3 (12.50%) Hadoop
5 2 (8.33%) Apache Hive
5 2 (8.33%) Big Data
5 2 (8.33%) HBase
6 1 (4.17%) Apache Cassandra
6 1 (4.17%) Apache Kudu
6 1 (4.17%) Apache Zeppelin
6 1 (4.17%) Flink
6 1 (4.17%) Impala
6 1 (4.17%) Mahout
6 1 (4.17%) MarkLogic
6 1 (4.17%) Parquet
6 1 (4.17%) Power BI
6 1 (4.17%) Qlik Sense
6 1 (4.17%) SQL Server Integration Services
6 1 (4.17%) SQL Server Reporting Services
6 1 (4.17%) Sqoop
Development Applications
1 17 (70.83%) Git (software)
2 14 (58.33%) Mercurial
General
1 16 (66.67%) Finance
2 3 (12.50%) Front Office
3 1 (4.17%) Marketing
3 1 (4.17%) Retail
Job Titles
1 21 (87.50%) Developer
2 20 (83.33%) Python Developer
3 3 (12.50%) Lead Developer
3 3 (12.50%) Senior Developer
3 3 (12.50%) Senior Python Developer
3 3 (12.50%) Technical Developer
3 3 (12.50%) Technical Leader
4 2 (8.33%) Data Scientist
5 1 (4.17%) Business Intelligence Developer
5 1 (4.17%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 24 (100.00%) Pandas
2 20 (83.33%) NumPy
3 17 (70.83%) SciPy
4 14 (58.33%) D3.js
4 14 (58.33%) Highcharts JS
4 14 (58.33%) Pyramid
5 3 (12.50%) PyQt
5 3 (12.50%) pytest
5 3 (12.50%) RESTful
5 3 (12.50%) Sphinx
6 2 (8.33%) scikit-learn
7 1 (4.17%) Apache Avro
7 1 (4.17%) GraphX
7 1 (4.17%) Kafka
7 1 (4.17%) MLlib
7 1 (4.17%) Natural Language Processing
7 1 (4.17%) PySpark
7 1 (4.17%) REST
7 1 (4.17%) Seaborn
7 1 (4.17%) TensorFlow
Miscellaneous
1 17 (70.83%) Hedge funds
2 15 (62.50%) Computer Science
3 3 (12.50%) Equities
3 3 (12.50%) Greenfield Project
4 2 (8.33%) Algorithms
5 1 (4.17%) Management Information System
Operating Systems
1 18 (75.00%) Linux
2 14 (58.33%) Windows
3 1 (4.17%) Unix
Processes & Methodologies
1 18 (75.00%) Agile Software Development
2 17 (70.83%) OO
2 17 (70.83%) Unit Testing
3 15 (62.50%) Mathematics
3 15 (62.50%) Software Engineering
4 14 (58.33%) BDD
4 14 (58.33%) Continuous Integration
4 14 (58.33%) Refactoring
4 14 (58.33%) TDD
4 14 (58.33%) Web Development
5 3 (12.50%) Data Visualisation
5 3 (12.50%) IT Strategy
5 3 (12.50%) Machine Learning
5 3 (12.50%) Mentoring
5 3 (12.50%) Statistics
5 3 (12.50%) Systematic Trading
5 3 (12.50%) Visualisation
6 2 (8.33%) Analytics
6 2 (8.33%) MapReduce
7 1 (4.17%) Build Automation
Programming Languages
1 24 (100.00%) Python
2 17 (70.83%) SQL
3 15 (62.50%) C++
3 15 (62.50%) Java
4 14 (58.33%) JavaScript
5 2 (8.33%) Scala
6 1 (4.17%) C
6 1 (4.17%) HiveQL
6 1 (4.17%) MATLAB
6 1 (4.17%) R
Qualifications
1 14 (58.33%) PhD
2 1 (4.17%) Degree
Quality Assurance & Compliance
1 1 (4.17%) Data Quality
Systems Management
1 1 (4.17%) Hadoop YARN
Vendors
1 17 (70.83%) Oracle
2 3 (12.50%) Sybase
3 2 (8.33%) Google
3 2 (8.33%) Tableau
4 1 (4.17%) MapR
4 1 (4.17%) Microsoft
4 1 (4.17%) Salesforce.com