Period
to 22 October 2020

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 22 October 2020 with a comparison to the same period in the previous 2 years.

Python
Cheshire > Warrington
6 months to
22 Oct 2020
Same period 2019 Same period 2018
Rank 22 46 45
Rank change year-on-year +24 -1 +33
Permanent jobs citing Python 26 7 32
As % of all permanent jobs advertised in Warrington 10.36% 1.69% 4.62%
As % of the Programming Languages category 17.93% 3.93% 8.96%
Number of salaries quoted 11 7 35
Median annual salary £46,500 £50,000 £47,500
Median salary % change year-on-year -7.00% +5.26% +35.71%
10th Percentile £42,500 £21,250 £31,250
90th Percentile £53,750 £56,750 £67,500
Cheshire median annual salary £47,500 £50,000 £50,000
% change year-on-year -5.00% - +5.26%

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 145 178 357
As % of all permanent IT jobs advertised in Warrington 57.77% 43.00% 51.52%
Number of salaries quoted 99 152 339
Median annual salary £50,000 £44,250 £45,000
Median salary % change year-on-year +12.99% -1.67% +8.43%
10th Percentile £36,250 £27,500 £29,900
90th Percentile £73,350 £61,250 £65,000
Cheshire median annual salary £45,000 £42,500 £45,000
% change year-on-year +5.88% -5.56% +5.88%

Python
Job Vacancy Trend in Warrington

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

Job vacancy trend for Python in Warrington

Python
Salary Trend in Warrington

3-month moving average salary quoted in jobs citing Python in Warrington.

Salary trend for Python in Warrington

Python
Salary Histogram in Warrington

Salary distribution for jobs citing Python in Warrington over the 6 months to 22 October 2020.

Salary histogram for Python in Warrington

For the 6 months to 22 October 2020, 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 13 (50.00%) Analytical Skills
2 12 (46.15%) PowerShell
3 11 (42.31%) Windows
3 11 (42.31%) Problem-Solving
4 9 (34.62%) Microsoft
4 9 (34.62%) SQL Server
5 8 (30.77%) Perl
5 8 (30.77%) SSL
5 8 (30.77%) Linux
5 8 (30.77%) Law
5 8 (30.77%) PKI
5 8 (30.77%) Agile Software Development
5 8 (30.77%) SC Cleared
5 8 (30.77%) Security Cleared
6 7 (26.92%) SCCM
6 7 (26.92%) SCOM
6 7 (26.92%) Bash Shell
6 7 (26.92%) Legal
6 7 (26.92%) Configuration Management
6 7 (26.92%) Solaris
6 7 (26.92%) Project Delivery
6 7 (26.92%) Network Segmentation
6 7 (26.92%) GDPR
6 7 (26.92%) IT Strategy
7 6 (23.08%) Data Science
7 6 (23.08%) Java
7 6 (23.08%) Azure
8 5 (19.23%) Machine Learning
8 5 (19.23%) Cybercrime
8 5 (19.23%) Jupyter

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 (19.23%) Jupyter
2 1 (3.85%) ArcGIS
Applications
1 1 (3.85%) AutoCAD
1 1 (3.85%) Microsoft Excel
Cloud Services
1 6 (23.08%) Azure
2 4 (15.38%) Power Platform
3 2 (7.69%) AWS
4 1 (3.85%) Adobe Analytics
4 1 (3.85%) Google Analytics
Communications & Networking
1 8 (30.77%) SSL
2 5 (19.23%) Internet
Database & Business Intelligence
1 9 (34.62%) SQL Server
2 4 (15.38%) Power BI
2 4 (15.38%) SQL Server Integration Services
3 3 (11.54%) Data Warehouse
4 2 (7.69%) Azure SQL Data Warehouse
4 2 (7.69%) MySQL
4 2 (7.69%) PostgreSQL
4 2 (7.69%) Relational Database
4 2 (7.69%) SQL Server Reporting Services
5 1 (3.85%) Azure SQL Database
5 1 (3.85%) GIS
5 1 (3.85%) MS Access
5 1 (3.85%) Spatial Data
5 1 (3.85%) SQL Server 2008
5 1 (3.85%) SQL Server 2012
5 1 (3.85%) SQL Server 2014
5 1 (3.85%) SQL Server 2016
Development Applications
1 3 (11.54%) Bitbucket
1 3 (11.54%) Git (software)
1 3 (11.54%) Octopus Deploy
1 3 (11.54%) TeamCity
2 1 (3.85%) SQL Server Management Studio (SSMS)
General
1 8 (30.77%) Law
2 7 (26.92%) Legal
3 3 (11.54%) Back Office
Job Titles
1 5 (19.23%) Data Scientist
1 5 (19.23%) Senior Data Scientist
2 4 (15.38%) Infrastructure Engineer
2 4 (15.38%) Senior Systems Engineer
2 4 (15.38%) Systems Engineer
2 4 (15.38%) Technical Specialist
3 3 (11.54%) Automation Specialist
3 3 (11.54%) IT Engineer
3 3 (11.54%) IT Infrastructure Engineer
3 3 (11.54%) Senior Software Engineer
3 3 (11.54%) Software Engineer
4 2 (7.69%) Developer
4 2 (7.69%) Java Developer
5 1 (3.85%) Analyst
5 1 (3.85%) Data Analyst
5 1 (3.85%) GIS Specialist
5 1 (3.85%) Graduate
5 1 (3.85%) Monitoring Engineer
5 1 (3.85%) Senior Infrastructure Engineer
5 1 (3.85%) Web Analyst
Libraries, Frameworks & Software Standards
1 3 (11.54%) CSS
1 3 (11.54%) HTML
2 2 (7.69%) AngularJS
2 2 (7.69%) Node.js
2 2 (7.69%) RESTful
3 1 (3.85%) REST
3 1 (3.85%) SOAP
3 1 (3.85%) Web Services
Miscellaneous
1 13 (50.00%) Analytical Skills
2 8 (30.77%) PKI
3 5 (19.23%) Cybercrime
4 1 (3.85%) Management Information System
Operating Systems
1 11 (42.31%) Windows
2 8 (30.77%) Linux
3 7 (26.92%) Solaris
4 3 (11.54%) Windows Server
5 1 (3.85%) Red Hat Enterprise Linux
5 1 (3.85%) Unix
5 1 (3.85%) Windows Server 2012
5 1 (3.85%) Windows Server 2016
Processes & Methodologies
1 11 (42.31%) Problem-Solving
2 8 (30.77%) Agile Software Development
3 7 (26.92%) Configuration Management
3 7 (26.92%) IT Strategy
3 7 (26.92%) Network Segmentation
3 7 (26.92%) Project Delivery
4 6 (23.08%) Data Science
5 5 (19.23%) Collaborative Working
5 5 (19.23%) Machine Learning
5 5 (19.23%) Mentoring
5 5 (19.23%) Threat Management
6 4 (15.38%) Infrastructure Engineering
6 4 (15.38%) ITIL
7 3 (11.54%) Business Continuity
7 3 (11.54%) Disaster Recovery
7 3 (11.54%) ETL
7 3 (11.54%) OO
7 3 (11.54%) OOP
7 3 (11.54%) PRINCE2
7 3 (11.54%) Risk Assessment
Programming Languages
1 12 (46.15%) PowerShell
2 8 (30.77%) Perl
3 7 (26.92%) Bash Shell
4 6 (23.08%) Java
5 4 (15.38%) JavaScript
5 4 (15.38%) SQL
5 4 (15.38%) T-SQL
6 3 (11.54%) C#
7 1 (3.85%) Shell Script
7 1 (3.85%) VBA
Qualifications
1 8 (30.77%) SC Cleared
1 8 (30.77%) Security Cleared
2 3 (11.54%) DV Cleared
3 2 (7.69%) Degree
Quality Assurance & Compliance
1 7 (26.92%) GDPR
System Software
1 3 (11.54%) Active Directory
1 3 (11.54%) VMware Infrastructure
Systems Management
1 7 (26.92%) SCCM
1 7 (26.92%) SCOM
2 5 (19.23%) SCOrch
3 3 (11.54%) Ansible
3 3 (11.54%) Opscode Chef
3 3 (11.54%) Puppet
3 3 (11.54%) Terraform
Vendors
1 9 (34.62%) Microsoft
2 3 (11.54%) VMware
3 1 (3.85%) Adobe
3 1 (3.85%) ESRI
3 1 (3.85%) Google
3 1 (3.85%) Red Hat