The table below looks at the statistics for Python skills in IT jobs advertised for the Cardiff region. Included is a guide to the salaries offered in IT jobs that have cited Python over the 3 months to 2 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
2 Dec 2016
Same period 2015 Same period 2014
Python
Rank 37 48 53
Rank change year-on-year
+11 +5
Permanent jobs citing Python 37 31 11
As % of all permanent IT jobs located in Cardiff 5.60% 4.35% 1.83%
As % of the Programming Languages category 9.79% 8.18% 3.65%
Number of salaries quoted 37 28 10
Median salary £42,500 £40,000 £35,000
Median salary % change year-on-year
+6.25% +14.28%
90% offered a salary of more than £30,000 £26,750 £23,700
10% offered a salary of more than £80,000 £55,000 £44,250
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%
Python
South Wales

The following table is for comparison with the above and provides statistics for the entire Programming Languages category in permanent jobs advertised in the Cardiff region.

Programming Languages Category
Cardiff
Permanent IT job ads with a match in the
Programming Languages category
378 379 301
As % of all permanent IT jobs located in Cardiff 57.19% 53.23% 50.17%
Number of salaries quoted 358 327 271
Median salary £35,000 £37,500 £35,000
Median salary % change year-on-year
-6.66% +7.14%
90% offered a salary of more than £25,500 £27,000 £26,950
10% offered a salary of more than £52,500 £45,000 £47,500
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Python
Jobs Demand Trend in Cardiff

The demand trend of job ads across the Cardiff region citing Python as a proportion of all IT jobs with a match in the Programming Languages category.

Python Jobs Demand Trend in Cardiff

Python
Salary Trend in Cardiff

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Python across the Cardiff region.

Python Salary Trend in Cardiff

Python
Salary Histogram in Cardiff

This chart provides a salary histogram for IT jobs citing Python across the Cardiff region over the 3 months to 2 December 2016.

Python Salary Histogram in Cardiff

Python
Top 30 Related IT Skills in Cardiff

For the 6 months to 2 December 2016, IT jobs citing Python 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 Cardiff region with a requirement for Python.

1 40 (63.49%) Java
2 31 (49.21%) Agile Software Development
3 28 (44.44%) Linux
4 22 (34.92%) Ruby
5 21 (33.33%) C++
5 21 (33.33%) DevOps
6 20 (31.75%) Software Engineering
7 19 (30.16%) Scrum
7 19 (30.16%) JavaScript
7 19 (30.16%) Perl
7 19 (30.16%) Amazon AWS
7 19 (30.16%) Bash Shell
8 17 (26.98%) TDD
9 16 (25.40%) Tomcat
9 16 (25.40%) Unix
10 15 (23.81%) Jenkins
11 14 (22.22%) Scala
11 14 (22.22%) PHP
11 14 (22.22%) C#
12 13 (20.63%) Apache
13 12 (19.05%) HTML
13 12 (19.05%) Hadoop
13 12 (19.05%) Microsoft Azure
13 12 (19.05%) Apache Spark
14 11 (17.46%) User Experience
14 11 (17.46%) Big Data
14 11 (17.46%) Red Hat
14 11 (17.46%) Games
14 11 (17.46%) Selenium
15 10 (15.87%) Computer Science

Python
Top Related IT Skills in Cardiff 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 16 (25.40%) Tomcat
2 13 (20.63%) Apache
3 12 (19.05%) Apache Spark
4 9 (14.29%) JBoss
5 8 (12.70%) Elasticsearch
6 6 (9.52%) Apache Pig
6 6 (9.52%) Cloud Foundry
7 2 (3.17%) Confluence
7 2 (3.17%) OpenStack
8 1 (1.59%) nginx
8 1 (1.59%) Oracle HTTP Server
Cloud Services
1 19 (30.16%) Amazon AWS
2 12 (19.05%) Microsoft Azure
3 3 (4.76%) IaaS
4 2 (3.17%) Google Analytics
5 1 (1.59%) Amazon EC2
5 1 (1.59%) Cloud Computing
Communications & Networking
1 8 (12.70%) HTTP
2 7 (11.11%) Firewall
3 6 (9.52%) DNS
3 6 (9.52%) TCP/IP
4 2 (3.17%) VLAN
4 2 (3.17%) VPN
5 1 (1.59%) BIG-IP
Database & Business Intelligence
1 12 (19.05%) Hadoop
2 11 (17.46%) Big Data
3 10 (15.87%) NoSQL
4 8 (12.70%) MongoDB
5 7 (11.11%) Apache Cassandra
5 7 (11.11%) HBase
5 7 (11.11%) Sqoop
6 6 (9.52%) Apache Hive
6 6 (9.52%) PostgreSQL
7 5 (7.94%) MySQL
8 4 (6.35%) Mahout
8 4 (6.35%) SQL Server
9 3 (4.76%) Oracle Database
10 1 (1.59%) Amazon Redshift
10 1 (1.59%) Data Warehouse
10 1 (1.59%) Presto
10 1 (1.59%) QlikView
10 1 (1.59%) RDBMS
10 1 (1.59%) Relational Database
10 1 (1.59%) Spotfire
Development Applications
1 15 (23.81%) Jenkins
2 11 (17.46%) Selenium
3 7 (11.11%) Maven
4 4 (6.35%) Ant
4 4 (6.35%) Eclipse
4 4 (6.35%) Git (software)
4 4 (6.35%) JIRA
5 3 (4.76%) Cucumber
5 3 (4.76%) Sonatype Nexus
6 2 (3.17%) Atlassian Bamboo
6 2 (3.17%) Gradle
6 2 (3.17%) Hudson
6 2 (3.17%) IntelliJ
6 2 (3.17%) JMeter
6 2 (3.17%) JUnit
6 2 (3.17%) SoapUI
6 2 (3.17%) Subversion
7 1 (1.59%) Bitbucket
7 1 (1.59%) TeamCity
7 1 (1.59%) Visual Studio
General
1 11 (17.46%) Games
2 8 (12.70%) Finance
3 3 (4.76%) Pharmaceutical
3 3 (4.76%) Retail
3 3 (4.76%) Welsh Language
4 1 (1.59%) Advertising
4 1 (1.59%) Marketing
Job Titles
1 23 (36.51%) Developer
2 15 (23.81%) Software Engineer
3 12 (19.05%) Software Developer
4 9 (14.29%) Agile Developer
4 9 (14.29%) Java Engineer
5 6 (9.52%) Big Data Engineer
5 6 (9.52%) DevOps Engineer
5 6 (9.52%) Java Software Engineer
5 6 (9.52%) Security Engineer
5 6 (9.52%) Senior Java Engineer
5 6 (9.52%) Senior Java Software Engineer
5 6 (9.52%) Senior Software Engineer
6 5 (7.94%) Java Developer
7 4 (6.35%) Data Scientist
7 4 (6.35%) Infrastructure Engineer
7 4 (6.35%) Linux Engineer
8 3 (4.76%) Infrastructure Security Engineer
8 3 (4.76%) Machine Learning Scientist
8 3 (4.76%) Test Automation Engineer
8 3 (4.76%) Test Engineer
Libraries, Frameworks & Software Standards
1 12 (19.05%) HTML
2 8 (12.70%) CSS
2 8 (12.70%) RESTful
3 7 (11.11%) Hibernate
3 7 (11.11%) J2EE
3 7 (11.11%) Spring
3 7 (11.11%) Web Services
4 6 (9.52%) HTML5
5 5 (7.94%) jQuery
5 5 (7.94%) REST
6 4 (6.35%) CSS3
6 4 (6.35%) Django
6 4 (6.35%) LAMP
6 4 (6.35%) XML
7 3 (4.76%) .NET
7 3 (4.76%) LAPP Stack
7 3 (4.76%) SOAP
8 2 (3.17%) AngularJS
8 2 (3.17%) Ext JS
8 2 (3.17%) Node.js
Miscellaneous
1 11 (17.46%) User Experience
2 10 (15.87%) Computer Science
3 4 (6.35%) Algorithms
3 4 (6.35%) Analytical Skills
4 3 (4.76%) Mathematics
4 3 (4.76%) Security Operations Centre
5 2 (3.17%) Cyber Attack
5 2 (3.17%) Informatics
5 2 (3.17%) Life Science
5 2 (3.17%) Mobile App
5 2 (3.17%) Public Cloud
5 2 (3.17%) Statistics
6 1 (1.59%) Visualisation
Operating Systems
1 28 (44.44%) Linux
2 16 (25.40%) Unix
3 9 (14.29%) Android
4 6 (9.52%) CentOS
4 6 (9.52%) Red Hat Enterprise Linux
5 5 (7.94%) Windows
6 3 (4.76%) Ubuntu
7 2 (3.17%) Apple iOS
7 2 (3.17%) Windows Server
7 2 (3.17%) Windows Server 2008
8 1 (1.59%) Windows Server 2012
Processes & Methodologies
1 31 (49.21%) Agile Software Development
2 21 (33.33%) DevOps
3 20 (31.75%) Software Engineering
4 19 (30.16%) Scrum
5 17 (26.98%) TDD
6 10 (15.87%) Analytics
6 10 (15.87%) BDD
7 7 (11.11%) Continuous Integration
7 7 (11.11%) Machine Learning
8 6 (9.52%) Data Analysis
8 6 (9.52%) SDLC
9 5 (7.94%) ITIL
10 4 (6.35%) Continuous Improvement
10 4 (6.35%) Software Delivery
10 4 (6.35%) Statistical Learning
10 4 (6.35%) Statistical Modelling
11 3 (4.76%) Data Analytics
11 3 (4.76%) Microservices
11 3 (4.76%) Security Operations
11 3 (4.76%) Vulnerability Scanning
Programming Languages
1 40 (63.49%) Java
2 22 (34.92%) Ruby
3 21 (33.33%) C++
4 19 (30.16%) Bash Shell
4 19 (30.16%) JavaScript
4 19 (30.16%) Perl
5 14 (22.22%) C#
5 14 (22.22%) PHP
5 14 (22.22%) Scala
6 7 (11.11%) C
6 7 (11.11%) SQL
7 6 (9.52%) Go
7 6 (9.52%) R
8 5 (7.94%) Erlang
9 3 (4.76%) Objective-C
9 3 (4.76%) Shell Script
10 2 (3.17%) Delphi
10 2 (3.17%) Groovy
10 2 (3.17%) Korn
11 1 (1.59%) Apple Swift
Qualifications
1 9 (14.29%) Degree
2 2 (3.17%) RHCE
3 1 (1.59%) SC Cleared
3 1 (1.59%) Security Cleared
Quality Assurance & Compliance
1 9 (14.29%) QA
System Software
1 7 (11.11%) HDFS
2 2 (3.17%) Docker
2 2 (3.17%) Virtual Machines
2 2 (3.17%) VMware Infrastructure
2 2 (3.17%) vSphere
3 1 (1.59%) Active Directory
Systems Management
1 6 (9.52%) Ansible
2 3 (4.76%) Rundeck
3 2 (3.17%) Puppet
4 1 (1.59%) Kibana
4 1 (1.59%) logstash
4 1 (1.59%) Opscode Chef
Vendors
1 11 (17.46%) Red Hat
2 8 (12.70%) Oracle
3 6 (9.52%) Cloudera
3 6 (9.52%) Hortonworks
4 3 (4.76%) Google
5 2 (3.17%) Atlassian
5 2 (3.17%) VMware
6 1 (1.59%) AppDynamics
6 1 (1.59%) Avaya
6 1 (1.59%) Cisco
6 1 (1.59%) F5
6 1 (1.59%) Facebook
6 1 (1.59%) Radware
6 1 (1.59%) Tableau
6 1 (1.59%) TOWER Software
6 1 (1.59%) Twitter
6 1 (1.59%) Zend
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