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

3 months to
3 Dec 2016
Same period 2015 Same period 2014
Python
Rank 56 44 46
Rank change year-on-year
-12 +2
Permanent jobs citing Python 16 1 10
As % of all permanent IT jobs located in Liverpool 2.83% 0.28% 2.67%
As % of the Programming Languages category 5.05% 0.64% 4.65%
Number of salaries quoted 6 1 10
Median salary £51,250 £33,500 £37,500
Median salary % change year-on-year
+52.98% -10.66%
90% offered a salary of more than £34,250 £33,500 £33,850
10% offered a salary of more than £73,750 £33,500 £47,750
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%
Python
Merseyside

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

Programming Languages Category
Liverpool
Permanent IT job ads with a match in the
Programming Languages category
317 157 215
As % of all permanent IT jobs located in Liverpool 56.11% 44.73% 57.33%
Number of salaries quoted 205 135 158
Median salary £38,000 £40,000 £37,500
Median salary % change year-on-year
-5.00% +6.66%
90% offered a salary of more than £27,500 £28,750 £27,500
10% offered a salary of more than £55,000 £47,500 £50,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Python
Jobs Demand Trend in Liverpool

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

Python Jobs Demand Trend in Liverpool

Python
Salary Trend in Liverpool

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

Python Salary Trend in Liverpool

Python
Salary Histogram in Liverpool

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

Python Salary Histogram in Liverpool

Python
Top 30 Related IT Skills in Liverpool

For the 6 months to 3 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 Liverpool region with a requirement for Python.

1 24 (70.59%) Linux
2 22 (64.71%) Perl
3 19 (55.88%) Bash Shell
4 14 (41.18%) Jenkins
4 14 (41.18%) Windows
5 13 (38.24%) SQL
5 13 (38.24%) C++
5 13 (38.24%) Configuration Management
6 11 (32.35%) Apache
6 11 (32.35%) Continuous Integration
6 11 (32.35%) Puppet
7 10 (29.41%) Windows Server
7 10 (29.41%) Git (software)
7 10 (29.41%) CentOS
7 10 (29.41%) PHP
8 9 (26.47%) JavaScript
8 9 (26.47%) Red Hat Enterprise Linux
8 9 (26.47%) Subversion
9 8 (23.53%) Web Development
9 8 (23.53%) HTML
9 8 (23.53%) Java
9 8 (23.53%) C#
10 7 (20.59%) CSS
10 7 (20.59%) Games
10 7 (20.59%) Computer Science
10 7 (20.59%) QA
10 7 (20.59%) Software Engineering
10 7 (20.59%) Cybersecurity
10 7 (20.59%) MSBuild
11 6 (17.65%) NuGet

Python
Top Related IT Skills in Liverpool 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 11 (32.35%) Apache
2 6 (17.65%) nginx
3 4 (11.76%) IIS
3 4 (11.76%) Tomcat
4 3 (8.82%) CMS
4 3 (8.82%) Drupal
4 3 (8.82%) WordPress
5 1 (2.94%) Apache Pig
5 1 (2.94%) Apache Spark
5 1 (2.94%) OpenStack
5 1 (2.94%) SAS
Applications
1 2 (5.88%) MS Office
2 1 (2.94%) MS Excel
Business Applications
1 3 (8.82%) Magento
1 3 (8.82%) OpenCart
1 3 (8.82%) osCommerce
Cloud Services
1 2 (5.88%) Amazon AWS
2 1 (2.94%) Bluemix
2 1 (2.94%) Heroku
2 1 (2.94%) IBM Cloud
2 1 (2.94%) Microsoft Azure
Communications & Networking
1 2 (5.88%) TCP/IP
1 2 (5.88%) Wi-Fi
2 1 (2.94%) HTTPS
2 1 (2.94%) Internet
2 1 (2.94%) Intrusion Detection
2 1 (2.94%) Wireless
Database & Business Intelligence
1 5 (14.71%) PostgreSQL
2 4 (11.76%) MySQL
2 4 (11.76%) SQL Server
3 1 (2.94%) Apache Hive
3 1 (2.94%) Big Data
3 1 (2.94%) Data Mining
3 1 (2.94%) DB2
3 1 (2.94%) Hadoop
3 1 (2.94%) SQL Server 2008
Development Applications
1 14 (41.18%) Jenkins
2 10 (29.41%) Git (software)
3 9 (26.47%) Subversion
4 7 (20.59%) MSBuild
5 6 (17.65%) NuGet
5 6 (17.65%) Team Foundation Server
6 4 (11.76%) JIRA
7 3 (8.82%) Bazaar
7 3 (8.82%) Mercurial
7 3 (8.82%) PhantomJS
7 3 (8.82%) PHPUnit
8 1 (2.94%) GoCD
8 1 (2.94%) Travis CI
General
1 7 (20.59%) Games
2 4 (11.76%) Advertising
2 4 (11.76%) Banking
2 4 (11.76%) Finance
3 1 (2.94%) Marketing
Job Titles
1 9 (26.47%) Developer
2 8 (23.53%) Release Engineer
3 7 (20.59%) Administrator
4 6 (17.65%) Applications Support
4 6 (17.65%) Linux Engineer
5 5 (14.71%) Linux Administrator
5 5 (14.71%) Linux Support
5 5 (14.71%) Windows Administrator
6 4 (11.76%) HPUX Engineer
6 4 (11.76%) Web Developer
6 4 (11.76%) Windows Engineer
7 3 (8.82%) Linux Systems Engineer
7 3 (8.82%) Magento Developer
7 3 (8.82%) Systems Engineer
7 3 (8.82%) Windows Systems Engineer
8 2 (5.88%) Embedded Engineer
8 2 (5.88%) Embedded Linux Engineer
8 2 (5.88%) Embedded Linux Software Engineer
8 2 (5.88%) Embedded Software Engineer
8 2 (5.88%) Software Engineer
Libraries, Frameworks & Software Standards
1 8 (23.53%) HTML
2 7 (20.59%) CSS
3 6 (17.65%) JSON
3 6 (17.65%) XML
4 5 (14.71%) AngularJS
4 5 (14.71%) Django
4 5 (14.71%) LAPP Stack
5 4 (11.76%) Node.js
6 3 (8.82%) CakePHP
6 3 (8.82%) CSS3
6 3 (8.82%) HTML5
6 3 (8.82%) jQuery
6 3 (8.82%) Laravel
6 3 (8.82%) MooTools
6 3 (8.82%) Symfony
7 2 (5.88%) LAMP
8 1 (2.94%) .NET
8 1 (2.94%) RabbitMQ
8 1 (2.94%) Sphinx
8 1 (2.94%) WebSockets
Miscellaneous
1 7 (20.59%) Computer Science
2 3 (8.82%) Cybercrime
2 3 (8.82%) User Experience
3 2 (5.88%) Device Driver
4 1 (2.94%) Analytical Skills
4 1 (2.94%) Applied Mathematics
4 1 (2.94%) Client/Server
4 1 (2.94%) Data Extraction
4 1 (2.94%) Hedge funds
4 1 (2.94%) iPad
4 1 (2.94%) Management Information System
4 1 (2.94%) Mathematics
4 1 (2.94%) Mobile App
4 1 (2.94%) Statistics
4 1 (2.94%) Tandem
Operating Systems
1 24 (70.59%) Linux
2 14 (41.18%) Windows
3 10 (29.41%) CentOS
3 10 (29.41%) Windows Server
4 9 (26.47%) Red Hat Enterprise Linux
5 5 (14.71%) Debian
5 5 (14.71%) Windows Server 2008
5 5 (14.71%) Windows Server 2012
6 4 (11.76%) Fedora
6 4 (11.76%) HPUX
6 4 (11.76%) Ubuntu
7 2 (5.88%) Android
7 2 (5.88%) Apple iOS
7 2 (5.88%) Embedded Linux
8 1 (2.94%) Unix
Processes & Methodologies
1 13 (38.24%) Configuration Management
2 11 (32.35%) Continuous Integration
3 8 (23.53%) Web Development
4 7 (20.59%) Cybersecurity
4 7 (20.59%) Software Engineering
5 6 (17.65%) Automation Testing
5 6 (17.65%) Game Development
6 5 (14.71%) Agile Software Development
6 5 (14.71%) Problem Management
7 4 (11.76%) E-Commerce
8 3 (8.82%) Build Automation
8 3 (8.82%) DevOps
8 3 (8.82%) OO
8 3 (8.82%) OO PHP
9 2 (5.88%) Continuous Improvement
9 2 (5.88%) Device Driver Development
9 2 (5.88%) Embedded Software Development
9 2 (5.88%) Integration Testing
9 2 (5.88%) Open Source
10 1 (2.94%) Digital Marketing
Programming Languages
1 22 (64.71%) Perl
2 19 (55.88%) Bash Shell
3 13 (38.24%) C++
3 13 (38.24%) SQL
4 10 (29.41%) PHP
5 9 (26.47%) JavaScript
6 8 (23.53%) C#
6 8 (23.53%) Java
7 6 (17.65%) PowerShell
7 6 (17.65%) Ruby
8 4 (11.76%) Bourne shell
8 4 (11.76%) Korn
8 4 (11.76%) Shell Script
9 3 (8.82%) T-SQL
10 2 (5.88%) C
11 1 (2.94%) Go
11 1 (2.94%) Groovy
11 1 (2.94%) MATLAB
11 1 (2.94%) PL/SQL
11 1 (2.94%) R
Qualifications
1 6 (17.65%) Degree
2 1 (2.94%) PhD
Quality Assurance & Compliance
1 7 (20.59%) QA
System Software
1 6 (17.65%) Varnish
2 1 (2.94%) Docker
2 1 (2.94%) Virtual Machines
Systems Management
1 11 (32.35%) Puppet
2 6 (17.65%) Backup Exec
2 6 (17.65%) Cacti
2 6 (17.65%) Munin
2 6 (17.65%) Nagios
3 5 (14.71%) Opscode Chef
4 2 (5.88%) Ansible
5 1 (2.94%) Kubernetes
5 1 (2.94%) Mesos
5 1 (2.94%) Rancher
5 1 (2.94%) rkt
5 1 (2.94%) Terraform
Vendors
1 6 (17.65%) Microsoft
2 5 (14.71%) Red Hat
3 4 (11.76%) HP
4 3 (8.82%) Zend
5 1 (2.94%) Oracle
5 1 (2.94%) Perforce
5 1 (2.94%) SaltStack
5 1 (2.94%) Twitter