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 25 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Sep 2016
Same period 2015 Same period 2014
Python
Rank 51 45 47
Rank change year-on-year
-6 +2
Permanent jobs citing Python 24 43 22
As % of all permanent IT jobs located in Cardiff 3.64% 4.96% 3.53%
As % of the Programming Languages category 7.29% 9.73% 7.05%
Number of salaries quoted 23 35 21
Median salary £40,000 £40,000 £32,500
Median salary % change year-on-year
- +23.07%
90% offered a salary of more than £28,000 £25,000 £27,500
10% offered a salary of more than £57,400 £56,500 £38,500
UK excluding London median salary £47,500 £45,000 £40,000
% change year-on-year
+5.55% +12.50%
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
329 442 312
As % of all permanent IT jobs located in Cardiff 49.92% 50.98% 50.00%
Number of salaries quoted 307 381 280
Median salary £35,000 £36,500 £35,000
Median salary % change year-on-year
-4.10% +4.28%
90% offered a salary of more than £25,000 £26,000 £24,300
10% offered a salary of more than £50,000 £45,000 £50,000
UK excluding London median salary £42,500 £40,000 £39,000
% change year-on-year
+6.25% +2.56%

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 25 September 2016.

Python Salary Histogram in Cardiff

Python
Top 30 Related IT Skills in Cardiff

For the 6 months to 25 September 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 39 (66.10%) Java
2 33 (55.93%) Linux
3 32 (54.24%) Agile Software Development
4 29 (49.15%) Perl
5 27 (45.76%) C++
5 27 (45.76%) DevOps
6 24 (40.68%) Amazon AWS
7 19 (32.20%) Bash Shell
8 18 (30.51%) Scrum
9 17 (28.81%) C#
9 17 (28.81%) PHP
9 17 (28.81%) Unix
10 15 (25.42%) TCP/IP
10 15 (25.42%) Jenkins
11 14 (23.73%) Microsoft Azure
11 14 (23.73%) Games
11 14 (23.73%) Software Engineering
12 12 (20.34%) HTTP
13 11 (18.64%) JavaScript
13 11 (18.64%) C
13 11 (18.64%) Ruby
14 10 (16.95%) VMware
14 10 (16.95%) Erlang
14 10 (16.95%) VMware Infrastructure
15 9 (15.25%) CentOS
15 9 (15.25%) TDD
16 8 (13.56%) Windows
16 8 (13.56%) HTML
16 8 (13.56%) Firewall
16 8 (13.56%) User Experience

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 6 (10.17%) Tomcat
2 4 (6.78%) Apache
3 3 (5.08%) OpenStack
4 2 (3.39%) Apache Spark
5 1 (1.69%) Apache Pig
5 1 (1.69%) Confluence
5 1 (1.69%) Elasticsearch
5 1 (1.69%) nginx
Applications
1 1 (1.69%) MS Office
Cloud Services
1 24 (40.68%) Amazon AWS
2 14 (23.73%) Microsoft Azure
3 7 (11.86%) IaaS
4 3 (5.08%) Cloud Computing
4 3 (5.08%) SaaS
5 1 (1.69%) Google Analytics
Communications & Networking
1 15 (25.42%) TCP/IP
2 12 (20.34%) HTTP
3 8 (13.56%) Firewall
4 7 (11.86%) VLAN
5 3 (5.08%) Wireshark
6 2 (3.39%) DNS
6 2 (3.39%) tcpdump
6 2 (3.39%) VPN
7 1 (1.69%) VoIP
Database & Business Intelligence
1 5 (8.47%) NoSQL
2 4 (6.78%) Big Data
2 4 (6.78%) PostgreSQL
2 4 (6.78%) SQL Server
3 3 (5.08%) Amazon Redshift
3 3 (5.08%) MongoDB
3 3 (5.08%) MySQL
4 1 (1.69%) Apache Cassandra
4 1 (1.69%) Apache Hive
4 1 (1.69%) Crystal Reports
4 1 (1.69%) DB2
4 1 (1.69%) Hadoop
4 1 (1.69%) Mahout
4 1 (1.69%) Relational Database
4 1 (1.69%) SQLite
4 1 (1.69%) Sqoop
Development Applications
1 15 (25.42%) Jenkins
2 6 (10.17%) Selenium
3 5 (8.47%) Hudson
4 4 (6.78%) Git (software)
4 4 (6.78%) JIRA
5 3 (5.08%) Cucumber
5 3 (5.08%) Eclipse
5 3 (5.08%) Gradle
5 3 (5.08%) Maven
6 2 (3.39%) Ant
6 2 (3.39%) Atlassian Bamboo
6 2 (3.39%) ClearCase
6 2 (3.39%) ClearQuest
6 2 (3.39%) IntelliJ
6 2 (3.39%) JUnit
6 2 (3.39%) Subversion
7 1 (1.69%) TeamCity
7 1 (1.69%) Vagrant
7 1 (1.69%) Visual Studio
General
1 14 (23.73%) Games
2 7 (11.86%) Welsh Language
3 4 (6.78%) Finance
4 3 (5.08%) Pharmaceutical
Job Titles
1 22 (37.29%) Developer
2 15 (25.42%) Software Developer
3 9 (15.25%) DevOps Engineer
3 9 (15.25%) Linux Engineer
3 9 (15.25%) Software Engineer
4 8 (13.56%) Agile Developer
5 6 (10.17%) Cybersecurity Engineer
5 6 (10.17%) Security Engineer
6 4 (6.78%) Java Developer
6 4 (6.78%) Test Automation Engineer
6 4 (6.78%) Test Engineer
7 3 (5.08%) Development Manager
7 3 (5.08%) Junior
7 3 (5.08%) Junior Developer
7 3 (5.08%) NOC Engineer
8 2 (3.39%) Linux Systems Administrator
8 2 (3.39%) Senior Developer
8 2 (3.39%) Senior Linux Engineer
8 2 (3.39%) Senior Unix Engineer
8 2 (3.39%) Systems Administrator
Libraries, Frameworks & Software Standards
1 8 (13.56%) HTML
2 5 (8.47%) .NET
2 5 (8.47%) J2EE
2 5 (8.47%) Spring
2 5 (8.47%) Web Services
3 4 (6.78%) Hibernate
3 4 (6.78%) HTML5
4 3 (5.08%) ASP.NET
4 3 (5.08%) CSS
4 3 (5.08%) Ext JS
4 3 (5.08%) LAPP Stack
4 3 (5.08%) Node.js
4 3 (5.08%) RESTful
4 3 (5.08%) XML
5 2 (3.39%) Ajax
6 1 (1.69%) Django
6 1 (1.69%) Java EE
6 1 (1.69%) Spring Security
6 1 (1.69%) STL
6 1 (1.69%) WPF
Miscellaneous
1 8 (13.56%) User Experience
2 7 (11.86%) Public Cloud
2 7 (11.86%) Security Operations Centre
3 4 (6.78%) Analytical Skills
3 4 (6.78%) Mathematics
4 3 (5.08%) Computer Science
5 2 (3.39%) Cyber Attack
5 2 (3.39%) Informatics
5 2 (3.39%) Life Science
5 2 (3.39%) Statistics
6 1 (1.69%) Algorithms
Operating Systems
1 33 (55.93%) Linux
2 17 (28.81%) Unix
3 9 (15.25%) CentOS
4 8 (13.56%) Windows
5 5 (8.47%) Android
5 5 (8.47%) Ubuntu
6 3 (5.08%) Red Hat Enterprise Linux
7 2 (3.39%) Apple iOS
7 2 (3.39%) Debian
7 2 (3.39%) Windows Server
8 1 (1.69%) Windows Server 2008
8 1 (1.69%) Windows Server 2012
Processes & Methodologies
1 32 (54.24%) Agile Software Development
2 27 (45.76%) DevOps
3 18 (30.51%) Scrum
4 14 (23.73%) Software Engineering
5 9 (15.25%) TDD
6 7 (11.86%) Continuous Improvement
6 7 (11.86%) Continuous Integration
6 7 (11.86%) Functional Programming
6 7 (11.86%) ITIL
6 7 (11.86%) Microservices
6 7 (11.86%) Online Security
6 7 (11.86%) SDLC
6 7 (11.86%) Security Operations
7 6 (10.17%) BDD
7 6 (10.17%) Cybersecurity
8 5 (8.47%) Change Management
8 5 (8.47%) Configuration Management
8 5 (8.47%) Validation
9 4 (6.78%) Analytics
10 3 (5.08%) Open Source
Programming Languages
1 39 (66.10%) Java
2 29 (49.15%) Perl
3 27 (45.76%) C++
4 19 (32.20%) Bash Shell
5 17 (28.81%) C#
5 17 (28.81%) PHP
6 11 (18.64%) C
6 11 (18.64%) JavaScript
6 11 (18.64%) Ruby
7 10 (16.95%) Erlang
8 4 (6.78%) Delphi
8 4 (6.78%) PowerShell
8 4 (6.78%) Shell Script
9 3 (5.08%) Groovy
9 3 (5.08%) VBScript
10 2 (3.39%) Korn
10 2 (3.39%) Objective-C
10 2 (3.39%) SQL
11 1 (1.69%) Scala
11 1 (1.69%) VB
Qualifications
1 7 (11.86%) Degree
2 2 (3.39%) RHCE
3 1 (1.69%) ISEB
3 1 (1.69%) SC Cleared
3 1 (1.69%) Security Cleared
Quality Assurance & Compliance
1 3 (5.08%) QA
2 2 (3.39%) SLA
System Software
1 10 (16.95%) VMware Infrastructure
2 5 (8.47%) VMware ESXi
3 3 (5.08%) Docker
4 2 (3.39%) Active Directory
4 2 (3.39%) iptables
4 2 (3.39%) Virtual Machines
4 2 (3.39%) vSphere
5 1 (1.69%) HDFS
Systems Management
1 8 (13.56%) Puppet
2 5 (8.47%) Ansible
2 5 (8.47%) Opscode Chef
3 3 (5.08%) Nagios
4 2 (3.39%) Nessus
4 2 (3.39%) Nmap
5 1 (1.69%) CA Spectrum
5 1 (1.69%) OpenView
5 1 (1.69%) SolarWinds Orion
5 1 (1.69%) WhatsUp Gold
Vendors
1 10 (16.95%) VMware
2 5 (8.47%) Red Hat
3 3 (5.08%) TOWER Software
4 2 (3.39%) Microsoft
4 2 (3.39%) Oracle
5 1 (1.69%) Adobe
5 1 (1.69%) AppDynamics
5 1 (1.69%) Atlassian
5 1 (1.69%) Avaya
5 1 (1.69%) CA
5 1 (1.69%) Cisco
5 1 (1.69%) F5
5 1 (1.69%) Google
5 1 (1.69%) HP
5 1 (1.69%) Juniper
5 1 (1.69%) Riverbed
5 1 (1.69%) SolarWinds
5 1 (1.69%) Sybase
Cardiff, South Glamorgan
Computer Recruiter Ltd
Salary: To £35K + Shares + Excellent Benefits
Posted: Yesterday
Cardiff, South Glamorgan
IntaPeople
Salary: €25000 - €32000 per annum
Posted: 3 days ago
Cardiff, South Glamorgan
ANSON MCCADE
Salary: £40,000 - £50,000 (Plus Excellent Package!!)
Posted: Yesterday