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 3 months to 27 June 2017 with a comparison to the same period in the previous 2 years.

Python
Cheshire / Warrington
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 56 44 63
Rank change year-on-year -12 +19  
Permanent jobs citing Python 6 4 2
As % of all permanent IT jobs advertised in Warrington 1.55% 1.57% 0.41%
As % of the Programming Languages category 3.02% 2.82% 0.78%
Number of salaries quoted 6 0 2
Median salary £48,750 - £50,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year - +5.88%  

Python is in the programming language skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Warrington with a requirement for programming language skills.

Programming Language Skills
Warrington
Permanent job vacancies with a requirement for programming language skills 199 142 258
As % of all permanent IT job vacancies advertised in Warrington 51.29% 55.69% 52.44%
Number of salaries quoted 188 132 234
Median salary £40,000 £40,000 £40,000
90% offered a salary of more than £30,000 £25,000 £26,000
10% offered a salary of more than £62,500 £47,500 £51,000
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year +3.65% +2.50%  

Python
Job Vacancy Trend in Warrington

The job posting trend of jobs advertised in Warrington citing Python as a proportion of all permanent or contract IT jobs with a match in the Programming Languages category.

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 3 months to 27 June 2017.

Salary histogram for Python in Warrington

For the 6 months to 27 June 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 Warrington region with a requirement for Python.

1 6 (75.00%) Ruby
2 5 (62.50%) JavaScript
2 5 (62.50%) Perl
3 4 (50.00%) SQL
3 4 (50.00%) Microsoft Azure
4 3 (37.50%) SQL Server Integration Services
4 3 (37.50%) Workflow
4 3 (37.50%) SQL Server Reporting Services
4 3 (37.50%) SQL Server Analysis Services
4 3 (37.50%) Java
4 3 (37.50%) SQL Server
4 3 (37.50%) Linux
4 3 (37.50%) Data Warehouse
4 3 (37.50%) ETL
4 3 (37.50%) Business Intelligence
4 3 (37.50%) Microsoft
4 3 (37.50%) Agile Software Development
4 3 (37.50%) R
4 3 (37.50%) Enterprise Data Warehouse
4 3 (37.50%) Azure SQL Data Warehouse
5 2 (25.00%) Analytical Skills
5 2 (25.00%) Performance Optimisation
5 2 (25.00%) Continuous Deployment
5 2 (25.00%) Digital Transformation Programme
5 2 (25.00%) Front End Development
5 2 (25.00%) Workflow Analysis
5 2 (25.00%) Star Schema
5 2 (25.00%) Data Modelling
5 2 (25.00%) CSS
5 2 (25.00%) Web Services

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 1 (12.50%) SharePoint
Cloud Services
1 4 (50.00%) Microsoft Azure
2 1 (12.50%) Amazon AWS
2 1 (12.50%) Office 365
Communications & Networking
1 1 (12.50%) BGP
1 1 (12.50%) DWDM
1 1 (12.50%) LAN
1 1 (12.50%) WAN
Database & Business Intelligence
1 3 (37.50%) Azure SQL Data Warehouse
1 3 (37.50%) Data Warehouse
1 3 (37.50%) Enterprise Data Warehouse
1 3 (37.50%) SQL Server
1 3 (37.50%) SQL Server Analysis Services
1 3 (37.50%) SQL Server Integration Services
1 3 (37.50%) SQL Server Reporting Services
2 2 (25.00%) Star Schema
3 1 (12.50%) Power BI
3 1 (12.50%) QlikView
3 1 (12.50%) Relational Database
Job Titles
1 3 (37.50%) Architect
1 3 (37.50%) Data Architect
1 3 (37.50%) Data Warehouse Architect
2 2 (25.00%) Developer
2 2 (25.00%) Front End Developer (Client-Side Developer)
3 1 (12.50%) DevOps Engineer
3 1 (12.50%) Network Engineer
3 1 (12.50%) Senior DevOps
3 1 (12.50%) Senior DevOps Engineer
3 1 (12.50%) Senior Network Engineer
Libraries, Frameworks & Software Standards
1 2 (25.00%) CSS
1 2 (25.00%) HTML
1 2 (25.00%) RESTful
1 2 (25.00%) Web Services
2 1 (12.50%) .NET
2 1 (12.50%) AngularJS
2 1 (12.50%) Apache Flex
2 1 (12.50%) ASP.NET
2 1 (12.50%) Ruby on Rails
2 1 (12.50%) Spring
Miscellaneous
1 2 (25.00%) Analytical Skills
1 2 (25.00%) Blog
Operating Systems
1 3 (37.50%) Linux
2 2 (25.00%) Mac OS
2 2 (25.00%) Unix
Processes & Methodologies
1 3 (37.50%) Agile Software Development
1 3 (37.50%) Business Intelligence
1 3 (37.50%) ETL
1 3 (37.50%) Workflow
2 2 (25.00%) Business Analysis
2 2 (25.00%) Continuous Deployment
2 2 (25.00%) Data Modelling
2 2 (25.00%) Digital Transformation Programme
2 2 (25.00%) Front End Development
2 2 (25.00%) Performance Optimisation
2 2 (25.00%) Test Automation
2 2 (25.00%) Use Case
2 2 (25.00%) Workflow Analysis
3 1 (12.50%) DevOps
3 1 (12.50%) Information Architecture
3 1 (12.50%) Machine Learning
3 1 (12.50%) Network Monitoring
3 1 (12.50%) Network Optimisation
3 1 (12.50%) SDLC
3 1 (12.50%) Waterfall
Programming Languages
1 6 (75.00%) Ruby
2 5 (62.50%) JavaScript
2 5 (62.50%) Perl
3 4 (50.00%) SQL
4 3 (37.50%) Java
4 3 (37.50%) R
5 2 (25.00%) Go
5 2 (25.00%) Scala
6 1 (12.50%) Bash Shell
6 1 (12.50%) C
6 1 (12.50%) C#
6 1 (12.50%) C++
6 1 (12.50%) PHP
6 1 (12.50%) PowerShell
6 1 (12.50%) Shell Script
Qualifications
1 1 (12.50%) SC Cleared
1 1 (12.50%) Security Cleared
Systems Management
1 1 (12.50%) Ansible
1 1 (12.50%) Opscode Chef
1 1 (12.50%) Puppet
1 1 (12.50%) Salt
Vendors
1 3 (37.50%) Microsoft
2 1 (12.50%) Cisco
2 1 (12.50%) Juniper