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 25 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
25 Feb 2017
Same period 2016 Same period 2015
Python
Merseyside / Liverpool
Rank 41 47 49
Rank change year-on-year
+6 +2
Permanent jobs citing Python 6 8 6
As % of all permanent IT jobs located in Liverpool 1.61% 1.90% 1.38%
As % of the Programming Languages category 2.82% 3.56% 2.47%
Number of salaries quoted 6 7 4
Median salary £31,500 £35,000 £35,500
Median salary % change year-on-year
-10.00% -1.40%
90% offered a salary of more than £30,000 £32,100 £28,000
10% offered a salary of more than £63,750 £37,500 £37,050
UK excluding London median salary £45,000 £45,000 £45,000

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
213 225 243
As % of all permanent IT jobs located in Liverpool 57.26% 53.44% 55.73%
Number of salaries quoted 175 178 204
Median salary £37,500 £37,500 £37,500
90% offered a salary of more than £26,450 £27,500 £23,000
10% offered a salary of more than £52,500 £52,500 £50,000
UK excluding London median salary £42,500 £40,500 £40,000
% change year-on-year
+4.93% +1.25%

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 25 February 2017.

Python Salary Histogram in Liverpool

Python
Top 30 Related IT Skills in Liverpool

For the 6 months to 25 February 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 16 (80.00%) Perl
2 10 (50.00%) Games
2 10 (50.00%) Java
3 9 (45.00%) C++
3 9 (45.00%) Continuous Integration
3 9 (45.00%) Game Development
4 8 (40.00%) Jenkins
4 8 (40.00%) QA
4 8 (40.00%) Configuration Management
5 7 (35.00%) Linux
5 7 (35.00%) Windows
5 7 (35.00%) Ruby
6 6 (30.00%) Team Foundation Server
6 6 (30.00%) Automation Testing
6 6 (30.00%) MSBuild
6 6 (30.00%) NuGet
6 6 (30.00%) Puppet
6 6 (30.00%) Bash Shell
7 5 (25.00%) CentOS
7 5 (25.00%) PowerShell
7 5 (25.00%) C#
7 5 (25.00%) Microsoft
7 5 (25.00%) Red Hat
8 4 (20.00%) Finance
8 4 (20.00%) HP
8 4 (20.00%) HPUX
8 4 (20.00%) IIS
8 4 (20.00%) Apache
8 4 (20.00%) Tomcat
8 4 (20.00%) JIRA

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 4 (20.00%) Apache
1 4 (20.00%) IIS
1 4 (20.00%) Tomcat
2 1 (5.00%) Apache Pig
2 1 (5.00%) Apache Spark
2 1 (5.00%) OpenStack
2 1 (5.00%) SAS
Applications
1 1 (5.00%) MS Excel
1 1 (5.00%) MS Office
Cloud Services
1 2 (10.00%) Amazon AWS
2 1 (5.00%) Bluemix
2 1 (5.00%) Heroku
2 1 (5.00%) IBM Cloud
2 1 (5.00%) Microsoft Azure
Database & Business Intelligence
1 1 (5.00%) Apache Hive
1 1 (5.00%) Big Data
1 1 (5.00%) Data Mining
1 1 (5.00%) Hadoop
1 1 (5.00%) SQL Server
1 1 (5.00%) SQL Server 2008
Development Applications
1 8 (40.00%) Jenkins
2 6 (30.00%) MSBuild
2 6 (30.00%) NuGet
2 6 (30.00%) Team Foundation Server
3 4 (20.00%) JIRA
4 1 (5.00%) Git (software)
4 1 (5.00%) GoCD
4 1 (5.00%) Travis CI
General
1 10 (50.00%) Games
2 4 (20.00%) Banking
2 4 (20.00%) Finance
3 2 (10.00%) Advertising
4 1 (5.00%) Marketing
Job Titles
1 11 (55.00%) Release Engineer
2 4 (20.00%) HPUX Engineer
2 4 (20.00%) Linux Engineer
2 4 (20.00%) Windows Engineer
3 3 (15.00%) Build and Release Engineer
3 3 (15.00%) Build Engineer
3 3 (15.00%) Games Engineer
3 3 (15.00%) Linux Systems Engineer
3 3 (15.00%) Systems Engineer
3 3 (15.00%) Windows Systems Engineer
4 2 (10.00%) DevOps Engineer
5 1 (5.00%) Administrator
5 1 (5.00%) Data Scientist
5 1 (5.00%) Developer
5 1 (5.00%) Senior Data Scientist
5 1 (5.00%) Systems Administrator
Libraries, Frameworks & Software Standards
1 1 (5.00%) .NET
1 1 (5.00%) LAMP
1 1 (5.00%) Node.js
1 1 (5.00%) OpenVZ
1 1 (5.00%) RabbitMQ
1 1 (5.00%) Sphinx
1 1 (5.00%) WebSockets
Miscellaneous
1 2 (10.00%) Computer Science
2 1 (5.00%) Analytical Skills
2 1 (5.00%) Hedge funds
2 1 (5.00%) Management Information System
Operating Systems
1 7 (35.00%) Linux
1 7 (35.00%) Windows
2 5 (25.00%) CentOS
3 4 (20.00%) Fedora
3 4 (20.00%) HPUX
3 4 (20.00%) Red Hat Enterprise Linux
3 4 (20.00%) Ubuntu
3 4 (20.00%) Windows Server
4 2 (10.00%) Android
4 2 (10.00%) Apple iOS
Processes & Methodologies
1 9 (45.00%) Continuous Integration
1 9 (45.00%) Game Development
2 8 (40.00%) Configuration Management
3 6 (30.00%) Automation Testing
4 3 (15.00%) Agile Software Development
4 3 (15.00%) Continuous Improvement
4 3 (15.00%) DevOps
4 3 (15.00%) OO
4 3 (15.00%) OOP
4 3 (15.00%) Post-Production
5 2 (10.00%) Integration Testing
5 2 (10.00%) Scrum
5 2 (10.00%) SDLC
6 1 (5.00%) Analytics
6 1 (5.00%) Bayesian Methods
6 1 (5.00%) Build Automation
6 1 (5.00%) Data Extraction
6 1 (5.00%) Machine Learning
6 1 (5.00%) Open Source
6 1 (5.00%) Predictive Modelling
Programming Languages
1 16 (80.00%) Perl
2 10 (50.00%) Java
3 9 (45.00%) C++
4 7 (35.00%) Ruby
5 6 (30.00%) Bash Shell
6 5 (25.00%) C#
6 5 (25.00%) PowerShell
7 4 (20.00%) Bourne shell
7 4 (20.00%) Korn
8 3 (15.00%) SQL
9 1 (5.00%) C
9 1 (5.00%) Go
9 1 (5.00%) Groovy
9 1 (5.00%) MATLAB
9 1 (5.00%) PHP
9 1 (5.00%) R
9 1 (5.00%) Shell Script
Qualifications
1 1 (5.00%) Degree
1 1 (5.00%) PhD
Quality Assurance & Compliance
1 8 (40.00%) QA
System Software
1 1 (5.00%) Docker
Systems Management
1 6 (30.00%) Puppet
2 2 (10.00%) Ansible
3 1 (5.00%) Kubernetes
3 1 (5.00%) Mesos
3 1 (5.00%) Rancher
3 1 (5.00%) rkt
3 1 (5.00%) Terraform
Vendors
1 5 (25.00%) Microsoft
1 5 (25.00%) Red Hat
2 4 (20.00%) HP
3 1 (5.00%) Perforce
3 1 (5.00%) SaltStack