Period
to 20 September 2018

The following table provides summary statistics for permanent job vacancies advertised in Warrington with a requirement for Python skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Python over the 6 months to 20 September 2018 with a comparison to the same period in the previous 2 years.

Python
Cheshire > Warrington
6 months to
20 Sep 2018
Same period 2017 Same period 2016
Rank 50 79 74
Rank change year-on-year +29 -5 +21
Permanent jobs citing Python 32 7 4
As % of all permanent IT jobs advertised in Warrington 4.83% 0.96% 0.69%
As % of the Programming Languages category 9.97% 2.13% 1.16%
Number of salaries quoted 32 7 0
Warrington median annual salary £48,750 £42,500 -
Median salary % change year-on-year +14.71% - -
Cheshire median annual salary £50,000 £45,000 £30,000
% change year-on-year +11.11% +50.00% -25.00%

Python is in the Programming Languages category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Warrington with a requirement for coding skills.

All Programming Languages
Warrington
Permanent vacancies with a requirement for coding skills 321 328 344
As % of all permanent IT jobs advertised in Warrington 48.42% 44.99% 59.52%
Number of salaries quoted 304 307 319
Warrington median annual salary £45,000 £40,000 £40,000
Median salary % change year-on-year +12.50% - +6.67%
10th Percentile £30,375 £27,500 £22,500
90th Percentile £65,000 £58,500 £53,750
Cheshire median annual salary £45,000 £40,000 £37,500
% change year-on-year +12.50% +6.67% -6.25%

Python
Job Vacancy Trend in Warrington

Job postings citing Python as a percentage of all IT jobs advertised in Warrington.

Job vacancy trend for Python in Warrington

Python
Salary Trend in Warrington

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

Salary trend for Python in Warrington

Python
Salary Histogram in Warrington

The salary distribution of IT jobs citing Python in Warrington over the 6 months to 20 September 2018.

Salary histogram for Python in Warrington

For the 6 months to 20 September 2018, IT jobs citing Python also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Warrington region with a requirement for Python.

1 15 (46.88%) Agile Software Development
1 15 (46.88%) Jenkins
2 14 (43.75%) Git (software)
3 13 (40.63%) Linux
4 12 (37.50%) Continuous Integration
4 12 (37.50%) DevOps
5 11 (34.38%) Ansible
5 11 (34.38%) Docker
5 11 (34.38%) Opscode Chef
5 11 (34.38%) Mathematics
5 11 (34.38%) Puppet
5 11 (34.38%) Microsoft
6 9 (28.13%) Terraform
7 8 (25.00%) Mentoring
7 8 (25.00%) Problem-Solving
7 8 (25.00%) Windows
7 8 (25.00%) SQL Server
7 8 (25.00%) Configuration Management
7 8 (25.00%) Microsoft Azure
7 8 (25.00%) Degree
8 6 (18.75%) VMware
8 6 (18.75%) Java
8 6 (18.75%) SQL
8 6 (18.75%) T-SQL
8 6 (18.75%) Active Directory
8 6 (18.75%) PowerShell
8 6 (18.75%) Continuous Delivery
8 6 (18.75%) Analytics
9 5 (15.63%) Enterprise Software
9 5 (15.63%) R

Python
Co-occurring IT Skills in Warrington 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 (15.63%) SAS
2 3 (9.38%) SharePoint
3 1 (3.13%) Apache Spark
3 1 (3.13%) Skype for Business
Applications
1 5 (15.63%) Microsoft Excel
1 5 (15.63%) Microsoft Office
1 5 (15.63%) SPSS
2 1 (3.13%) Microsoft PowerPoint
Business Applications
1 3 (9.38%) FastStats
Cloud Services
1 8 (25.00%) Microsoft Azure
2 4 (12.50%) Amazon AWS
3 1 (3.13%) Amazon Kinesis
3 1 (3.13%) GitHub
3 1 (3.13%) NuGet
Communications & Networking
1 3 (9.38%) LAN
1 3 (9.38%) WAN
2 2 (6.25%) BGP
2 2 (6.25%) DNS
2 2 (6.25%) Ethernet
2 2 (6.25%) Fibre Channel
2 2 (6.25%) Firewall
2 2 (6.25%) MPLS
2 2 (6.25%) OSPF
2 2 (6.25%) RSVP
3 1 (3.13%) TCP/IP
Database & Business Intelligence
1 8 (25.00%) SQL Server
2 2 (6.25%) Big Data
2 2 (6.25%) MySQL
3 1 (3.13%) PostgreSQL
Development Applications
1 15 (46.88%) Jenkins
2 14 (43.75%) Git (software)
3 4 (12.50%) Selenium
3 4 (12.50%) WebDriver
4 3 (9.38%) TeamCity
4 3 (9.38%) Travis CI
5 1 (3.13%) Atlassian Bamboo
5 1 (3.13%) Chocolatey
5 1 (3.13%) GitLab
5 1 (3.13%) Hudson
5 1 (3.13%) MSTest
5 1 (3.13%) NUnit
5 1 (3.13%) Vagrant
5 1 (3.13%) WiX
General
1 4 (12.50%) Marketing
2 3 (9.38%) Telecoms
3 2 (6.25%) Advertising
Job Titles
1 12 (37.50%) DevOps Engineer
2 7 (21.88%) Analyst
3 5 (15.63%) Insight Analyst
3 5 (15.63%) Senior DevOps
3 5 (15.63%) Senior DevOps Engineer
4 3 (9.38%) .NET Software Engineer
4 3 (9.38%) Automation Tester
4 3 (9.38%) C++ Software Engineer
4 3 (9.38%) Graduate
4 3 (9.38%) Graduate C++ Software Engineer
4 3 (9.38%) Graduate Software Engineer
4 3 (9.38%) Lead DevOps
4 3 (9.38%) Lead DevOps Engineer
4 3 (9.38%) Python Engineer
4 3 (9.38%) Python Software Engineer
4 3 (9.38%) Software Engineer
4 3 (9.38%) Tester
5 2 (6.25%) Developer
5 2 (6.25%) Linux Engineer
5 2 (6.25%) Operations Engineer
Libraries, Frameworks & Software Standards
1 4 (12.50%) .NET
1 4 (12.50%) XML
2 3 (9.38%) Django
2 3 (9.38%) JSON
3 2 (6.25%) AngularJS
3 2 (6.25%) HTML
3 2 (6.25%) React
4 1 (3.13%) ASP.NET
4 1 (3.13%) ASP.NET Web API
4 1 (3.13%) CSS
4 1 (3.13%) Ember.js
4 1 (3.13%) LESS
4 1 (3.13%) RESTful
4 1 (3.13%) Sass
4 1 (3.13%) Spark Streaming
4 1 (3.13%) Vue.js
4 1 (3.13%) WCF
4 1 (3.13%) Web Services
Miscellaneous
1 5 (15.63%) Enterprise Software
2 4 (12.50%) Computer Science
3 3 (9.38%) Analytical Skills
4 1 (3.13%) Algorithms
4 1 (3.13%) Greenfield Project
4 1 (3.13%) N-Tier
4 1 (3.13%) Smart City
Operating Systems
1 13 (40.63%) Linux
2 8 (25.00%) Windows
3 3 (9.38%) Windows Server
4 2 (6.25%) CentOS
4 2 (6.25%) Red Hat Enterprise Linux
Processes & Methodologies
1 15 (46.88%) Agile Software Development
2 12 (37.50%) Continuous Integration
2 12 (37.50%) DevOps
3 11 (34.38%) Mathematics
4 8 (25.00%) Configuration Management
4 8 (25.00%) Mentoring
4 8 (25.00%) Problem-Solving
5 6 (18.75%) Analytics
5 6 (18.75%) Continuous Delivery
6 5 (15.63%) Cluster Analysis
6 5 (15.63%) Data Analysis
6 5 (15.63%) Software Delivery
6 5 (15.63%) Statistical Analysis
6 5 (15.63%) Statistical Modelling
7 4 (12.50%) Data Science
7 4 (12.50%) Software Engineering
7 4 (12.50%) Test Automation
7 4 (12.50%) Unit Testing
8 3 (9.38%) Decision Tree
8 3 (9.38%) Exploratory Data Analysis
Programming Languages
1 6 (18.75%) Java
1 6 (18.75%) PowerShell
1 6 (18.75%) SQL
1 6 (18.75%) T-SQL
2 5 (15.63%) R
2 5 (15.63%) VBA
3 4 (12.50%) C#
3 4 (12.50%) Perl
3 4 (12.50%) Ruby
4 3 (9.38%) C++
4 3 (9.38%) JavaScript
4 3 (9.38%) MATLAB
4 3 (9.38%) PHP
5 2 (6.25%) Bash Shell
5 2 (6.25%) Go
5 2 (6.25%) Shell Script
6 1 (3.13%) Scala
Qualifications
1 8 (25.00%) Degree
2 3 (9.38%) Computer Science Degree
Quality Assurance & Compliance
1 5 (15.63%) QA
System Software
1 11 (34.38%) Docker
2 6 (18.75%) Active Directory
3 4 (12.50%) Hyper-V
3 4 (12.50%) KVM
3 4 (12.50%) VirtualBox
3 4 (12.50%) VMware Infrastructure
3 4 (12.50%) Xen
4 2 (6.25%) Corosync
4 2 (6.25%) VMware ESXi
4 2 (6.25%) vSphere
Systems Management
1 11 (34.38%) Ansible
1 11 (34.38%) Opscode Chef
1 11 (34.38%) Puppet
2 9 (28.13%) Terraform
3 3 (9.38%) Nagios
4 2 (6.25%) HAProxy
4 2 (6.25%) Icinga
4 2 (6.25%) Opsview
4 2 (6.25%) Pacemaker
5 1 (3.13%) Consul
5 1 (3.13%) Docker Swarm
5 1 (3.13%) Kubernetes
5 1 (3.13%) Packer
Vendors
1 11 (34.38%) Microsoft
2 6 (18.75%) VMware
3 2 (6.25%) ArcSight
3 2 (6.25%) CheckPoint
3 2 (6.25%) Facebook
3 2 (6.25%) Red Hat
4 1 (3.13%) Google
4 1 (3.13%) IBM
4 1 (3.13%) Minitab
4 1 (3.13%) Oracle