Period
to 17 November 2017

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 17 November 2017 with a comparison to the same period in the previous 2 years.

Python
Cheshire > Warrington
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 71 75 93
Rank change year-on-year +4 +18 +4
Permanent jobs citing Python 7 2 5
As % of all permanent IT jobs advertised in Warrington 1.08% 0.32% 0.51%
As % of the Programming Languages category 2.32% 0.55% 0.92%
Number of salaries quoted 6 1 5
Warrington median annual salary £35,000 £28,000 £50,000
Median salary % change year-on-year +25.00% -44.00% +25.00%
10th Percentile £28,000 £28,000 £21,100
90th Percentile £42,500 £28,000 £57,500
Cheshire median annual salary £47,500 £30,500 £32,500
% change year-on-year +55.74% -6.15% -18.75%

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 302 365 545
As % of all permanent IT jobs advertised in Warrington 46.60% 58.31% 55.56%
Number of salaries quoted 282 348 503
Warrington median annual salary £42,500 £38,500 £37,500
Median salary % change year-on-year +10.39% +2.67% +7.14%
10th Percentile £28,525 £22,500 £23,400
90th Percentile £67,500 £50,000 £50,000
Cheshire median annual salary £42,500 £37,500 £39,000
% change year-on-year +13.33% -3.85% +4.00%

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 17 November 2017.

Salary histogram for Python in Warrington

For the 6 months to 17 November 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 5 (71.43%) SQL
2 4 (57.14%) MySQL
2 4 (57.14%) SQL Server
2 4 (57.14%) Business Intelligence
3 3 (42.86%) Agile Software Development
3 3 (42.86%) SQL Server Reporting Services
3 3 (42.86%) Logistics
3 3 (42.86%) Data Warehouse
3 3 (42.86%) ETL
3 3 (42.86%) Java
3 3 (42.86%) SQL Server Integration Services
3 3 (42.86%) SQL Server Analysis Services
3 3 (42.86%) Visualisation
3 3 (42.86%) Tableau
3 3 (42.86%) Kimball Methodology
3 3 (42.86%) Power BI
3 3 (42.86%) Greenfield Project
4 2 (28.57%) QlikView
4 2 (28.57%) SQL Server 2012
4 2 (28.57%) Ruby
4 2 (28.57%) Linux
5 1 (14.29%) Apache
5 1 (14.29%) SharePoint
5 1 (14.29%) ASP.NET
5 1 (14.29%) CSS
5 1 (14.29%) Web Services
5 1 (14.29%) Unix
5 1 (14.29%) JavaScript
5 1 (14.29%) Perl
5 1 (14.29%) .NET

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 (14.29%) Apache
1 1 (14.29%) SharePoint
Cloud Services
1 1 (14.29%) Microsoft Azure
1 1 (14.29%) Office 365
Communications & Networking
1 1 (14.29%) Firewall
Database & Business Intelligence
1 4 (57.14%) MySQL
1 4 (57.14%) SQL Server
2 3 (42.86%) Data Warehouse
2 3 (42.86%) Power BI
2 3 (42.86%) SQL Server Analysis Services
2 3 (42.86%) SQL Server Integration Services
2 3 (42.86%) SQL Server Reporting Services
3 2 (28.57%) QlikView
3 2 (28.57%) SQL Server 2012
4 1 (14.29%) Relational Database
Job Titles
1 3 (42.86%) Developer
2 2 (28.57%) Business Intelligence Developer
2 2 (28.57%) Data Engineer
3 1 (14.29%) Business Developer
3 1 (14.29%) Front End Developer (Client-Side Developer)
3 1 (14.29%) Graduate
3 1 (14.29%) Graduate Business Intelligence Developer
3 1 (14.29%) Graduate Developer
3 1 (14.29%) Linux Engineer
3 1 (14.29%) SQL BI Developer
3 1 (14.29%) SQL Developer
3 1 (14.29%) Trainee
3 1 (14.29%) Trainee Developer
3 1 (14.29%) VMware Engineer
Libraries, Frameworks & Software Standards
1 1 (14.29%) .NET
1 1 (14.29%) AngularJS
1 1 (14.29%) ASP.NET
1 1 (14.29%) CSS
1 1 (14.29%) HTML
1 1 (14.29%) LAMP
1 1 (14.29%) RESTful
1 1 (14.29%) Ruby on Rails
1 1 (14.29%) Spring
1 1 (14.29%) Web Services
Miscellaneous
1 3 (42.86%) Greenfield Project
2 1 (14.29%) Blog
Operating Systems
1 2 (28.57%) Linux
2 1 (14.29%) Mac OS
2 1 (14.29%) Unix
Processes & Methodologies
1 4 (57.14%) Business Intelligence
2 3 (42.86%) Agile Software Development
2 3 (42.86%) ETL
2 3 (42.86%) Kimball Methodology
2 3 (42.86%) Logistics
2 3 (42.86%) Visualisation
3 1 (14.29%) Continuous Deployment
3 1 (14.29%) Data Visualisation
3 1 (14.29%) Digital Transformation Programme
3 1 (14.29%) Economics
3 1 (14.29%) Front End Development
3 1 (14.29%) Information Architecture
3 1 (14.29%) Mathematics
3 1 (14.29%) Network Monitoring
3 1 (14.29%) Performance Optimisation
3 1 (14.29%) Physics
3 1 (14.29%) SDLC
3 1 (14.29%) Test Automation
3 1 (14.29%) Waterfall
3 1 (14.29%) Web Development
Programming Languages
1 5 (71.43%) SQL
2 3 (42.86%) Java
3 2 (28.57%) Ruby
4 1 (14.29%) C
4 1 (14.29%) C#
4 1 (14.29%) C++
4 1 (14.29%) Go
4 1 (14.29%) JavaScript
4 1 (14.29%) Lua
4 1 (14.29%) Perl
4 1 (14.29%) PowerShell
4 1 (14.29%) R
4 1 (14.29%) Scala
Qualifications
1 1 (14.29%) Degree
1 1 (14.29%) SC Cleared
1 1 (14.29%) Security Cleared
System Software
1 1 (14.29%) Hyper-V
1 1 (14.29%) VMware Infrastructure
Vendors
1 3 (42.86%) Tableau
2 1 (14.29%) Juniper
2 1 (14.29%) SolarWinds
2 1 (14.29%) VMware