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 23 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Jan 2017
Same period 2016 Same period 2015
Python
Merseyside / Liverpool
Rank 45 51 46
Rank change year-on-year
+6 -5
Permanent jobs citing Python 15 4 6
As % of all permanent IT jobs located in Liverpool 3.32% 0.99% 1.60%
As % of the Programming Languages category 5.75% 2.11% 2.74%
Number of salaries quoted 10 4 5
Median salary £35,750 £36,250 £34,000
Median salary % change year-on-year
-1.37% +6.61%
90% offered a salary of more than £28,500 £33,950 £28,000
10% offered a salary of more than £72,750 £37,500 £42,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year
- +4.65%

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
261 190 219
As % of all permanent IT jobs located in Liverpool 57.74% 46.91% 58.24%
Number of salaries quoted 210 154 173
Median salary £37,500 £40,000 £37,500
Median salary % change year-on-year
-6.25% +6.66%
90% offered a salary of more than £27,500 £27,200 £26,000
10% offered a salary of more than £52,500 £52,500 £50,000
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year
+3.65% +2.50%

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 23 January 2017.

Python Salary Histogram in Liverpool

Python
Top 30 Related IT Skills in Liverpool

For the 6 months to 23 January 2017, 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 19 (76.00%) Perl
2 12 (48.00%) Java
2 12 (48.00%) Linux
3 10 (40.00%) Games
3 10 (40.00%) C++
4 9 (36.00%) Continuous Integration
4 9 (36.00%) Bash Shell
4 9 (36.00%) Game Development
4 9 (36.00%) Jenkins
5 8 (32.00%) QA
5 8 (32.00%) Windows
5 8 (32.00%) Configuration Management
6 7 (28.00%) SQL
6 7 (28.00%) Ruby
7 6 (24.00%) C#
7 6 (24.00%) Microsoft
7 6 (24.00%) OO
7 6 (24.00%) Team Foundation Server
7 6 (24.00%) Puppet
7 6 (24.00%) MSBuild
7 6 (24.00%) NuGet
7 6 (24.00%) Automation Testing
8 5 (20.00%) Windows Server
8 5 (20.00%) CentOS
8 5 (20.00%) PowerShell
8 5 (20.00%) Apache
8 5 (20.00%) Red Hat
8 5 (20.00%) PHP
9 4 (16.00%) JavaScript
9 4 (16.00%) SQL Server

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 5 (20.00%) Apache
2 4 (16.00%) IIS
2 4 (16.00%) Tomcat
3 3 (12.00%) CMS
3 3 (12.00%) Drupal
3 3 (12.00%) WordPress
4 1 (4.00%) Apache Pig
4 1 (4.00%) Apache Spark
4 1 (4.00%) nginx
4 1 (4.00%) OpenStack
4 1 (4.00%) SAS
Applications
1 1 (4.00%) MS Excel
1 1 (4.00%) MS Office
Business Applications
1 3 (12.00%) Magento
1 3 (12.00%) OpenCart
1 3 (12.00%) osCommerce
Cloud Services
1 2 (8.00%) Amazon AWS
2 1 (4.00%) Bluemix
2 1 (4.00%) Heroku
2 1 (4.00%) IBM Cloud
2 1 (4.00%) Microsoft Azure
Communications & Networking
1 1 (4.00%) TCP/IP
1 1 (4.00%) Wi-Fi
Database & Business Intelligence
1 4 (16.00%) SQL Server
2 3 (12.00%) MySQL
3 1 (4.00%) Apache Hive
3 1 (4.00%) Big Data
3 1 (4.00%) Data Mining
3 1 (4.00%) Hadoop
3 1 (4.00%) SQL Server 2008
Development Applications
1 9 (36.00%) Jenkins
2 6 (24.00%) MSBuild
2 6 (24.00%) NuGet
2 6 (24.00%) Team Foundation Server
3 4 (16.00%) Git (software)
3 4 (16.00%) JIRA
4 3 (12.00%) Bazaar
4 3 (12.00%) Mercurial
4 3 (12.00%) PhantomJS
4 3 (12.00%) PHPUnit
4 3 (12.00%) Subversion
5 1 (4.00%) GoCD
5 1 (4.00%) Travis CI
General
1 10 (40.00%) Games
2 4 (16.00%) Advertising
2 4 (16.00%) Banking
2 4 (16.00%) Finance
3 1 (4.00%) Marketing
Job Titles
1 11 (44.00%) Release Engineer
2 5 (20.00%) Linux Engineer
3 4 (16.00%) Developer
3 4 (16.00%) HPUX Engineer
3 4 (16.00%) Windows Engineer
4 3 (12.00%) Build and Release Engineer
4 3 (12.00%) Build Engineer
4 3 (12.00%) Games Engineer
4 3 (12.00%) Linux Systems Engineer
4 3 (12.00%) Magento Developer
4 3 (12.00%) Systems Engineer
4 3 (12.00%) Windows Systems Engineer
5 2 (8.00%) Administrator
5 2 (8.00%) DevOps Engineer
6 1 (4.00%) Data Scientist
6 1 (4.00%) Embedded Linux Engineer
6 1 (4.00%) Embedded Linux Software Engineer
6 1 (4.00%) Embedded Software Engineer
6 1 (4.00%) PHP Developer
6 1 (4.00%) PHP Magento Developer
Libraries, Frameworks & Software Standards
1 4 (16.00%) Node.js
2 3 (12.00%) CakePHP
2 3 (12.00%) CSS
2 3 (12.00%) CSS3
2 3 (12.00%) HTML
2 3 (12.00%) HTML5
2 3 (12.00%) jQuery
2 3 (12.00%) Laravel
2 3 (12.00%) MooTools
2 3 (12.00%) Symfony
3 1 (4.00%) .NET
3 1 (4.00%) JSON
3 1 (4.00%) LAMP
3 1 (4.00%) OpenVZ
3 1 (4.00%) RabbitMQ
3 1 (4.00%) Sphinx
3 1 (4.00%) WebSockets
3 1 (4.00%) XML
Miscellaneous
1 3 (12.00%) User Experience
2 2 (8.00%) Computer Science
3 1 (4.00%) Analytical Skills
3 1 (4.00%) Applied Mathematics
3 1 (4.00%) Cybercrime
3 1 (4.00%) Data Extraction
3 1 (4.00%) Device Driver
3 1 (4.00%) Hedge funds
3 1 (4.00%) iPad
3 1 (4.00%) Management Information System
3 1 (4.00%) Mathematics
3 1 (4.00%) Mobile App
3 1 (4.00%) Statistics
Operating Systems
1 12 (48.00%) Linux
2 8 (32.00%) Windows
3 5 (20.00%) CentOS
3 5 (20.00%) Windows Server
4 4 (16.00%) Fedora
4 4 (16.00%) HPUX
4 4 (16.00%) Red Hat Enterprise Linux
4 4 (16.00%) Ubuntu
5 2 (8.00%) Android
5 2 (8.00%) Apple iOS
6 1 (4.00%) Embedded Linux
Processes & Methodologies
1 9 (36.00%) Continuous Integration
1 9 (36.00%) Game Development
2 8 (32.00%) Configuration Management
3 6 (24.00%) Automation Testing
3 6 (24.00%) OO
4 4 (16.00%) Agile Software Development
4 4 (16.00%) E-Commerce
4 4 (16.00%) Web Development
5 3 (12.00%) Continuous Improvement
5 3 (12.00%) DevOps
5 3 (12.00%) OO PHP
5 3 (12.00%) OOP
5 3 (12.00%) Post-Production
6 2 (8.00%) Integration Testing
6 2 (8.00%) Open Source
6 2 (8.00%) Scrum
6 2 (8.00%) SDLC
6 2 (8.00%) Software Engineering
7 1 (4.00%) Content Management
7 1 (4.00%) Econometrics
Programming Languages
1 19 (76.00%) Perl
2 12 (48.00%) Java
3 10 (40.00%) C++
4 9 (36.00%) Bash Shell
5 7 (28.00%) Ruby
5 7 (28.00%) SQL
6 6 (24.00%) C#
7 5 (20.00%) PHP
7 5 (20.00%) PowerShell
8 4 (16.00%) Bourne shell
8 4 (16.00%) JavaScript
8 4 (16.00%) Korn
8 4 (16.00%) Shell Script
9 3 (12.00%) T-SQL
10 2 (8.00%) C
11 1 (4.00%) Go
11 1 (4.00%) Groovy
11 1 (4.00%) MATLAB
11 1 (4.00%) R
Qualifications
1 1 (4.00%) Degree
1 1 (4.00%) PhD
Quality Assurance & Compliance
1 8 (32.00%) QA
System Software
1 1 (4.00%) Docker
1 1 (4.00%) Varnish
Systems Management
1 6 (24.00%) Puppet
2 2 (8.00%) Ansible
3 1 (4.00%) Backup Exec
3 1 (4.00%) Cacti
3 1 (4.00%) Kubernetes
3 1 (4.00%) Mesos
3 1 (4.00%) Munin
3 1 (4.00%) Nagios
3 1 (4.00%) Rancher
3 1 (4.00%) rkt
3 1 (4.00%) Terraform
Vendors
1 6 (24.00%) Microsoft
2 5 (20.00%) Red Hat
3 4 (16.00%) HP
4 3 (12.00%) Zend
5 1 (4.00%) Perforce
5 1 (4.00%) SaltStack