Period
to 22 February 2019

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 February 2019 with a comparison to the same period in the previous 2 years.

Python
Cheshire > Warrington
6 months to
22 Feb 2019
Same period 2018 Same period 2017
Rank 57 64 64
Rank change year-on-year +7 0 +20
Permanent jobs citing Python 15 10 5
As % of all permanent IT jobs advertised in Warrington 2.95% 1.64% 0.82%
As % of the Programming Languages category 6.25% 2.91% 1.50%
Number of salaries quoted 8 9 4
Warrington median annual salary £42,500 £40,000 £46,500
Median salary % change year-on-year +6.25% -13.98% +53.86%
10th Percentile £26,025 £32,000 £26,775
90th Percentile £47,875 £53,500 £74,625
Cheshire median annual salary £47,500 £45,000 £40,000
% change year-on-year +5.56% +12.50% +32.35%

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 240 344 334
As % of all permanent IT jobs advertised in Warrington 47.15% 56.58% 54.93%
Number of salaries quoted 219 315 325
Warrington median annual salary £45,125 £42,500 £40,000
Median salary % change year-on-year +6.18% +6.25% +6.67%
10th Percentile £31,150 £27,500 £23,900
90th Percentile £64,000 £67,500 £53,250
Cheshire median annual salary £45,000 £42,500 £39,000
% change year-on-year +5.88% +8.97% +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 22 February 2019.

Salary histogram for Python in Warrington

For the 6 months to 22 February 2019, 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 10 (66.67%) Java
2 8 (53.33%) C#
2 8 (53.33%) C++
2 8 (53.33%) Software Engineering
2 8 (53.33%) Mathematics
2 8 (53.33%) Visualisation
2 8 (53.33%) Analytics
2 8 (53.33%) Analytical Skills
2 8 (53.33%) Problem-Solving
3 7 (46.67%) Innovative Thinking
3 7 (46.67%) Data Science
3 7 (46.67%) Algorithms
3 7 (46.67%) Machine Learning
3 7 (46.67%) R
3 7 (46.67%) Data Analysis
3 7 (46.67%) C
3 7 (46.67%) PhD
3 7 (46.67%) MATLAB
3 7 (46.67%) Pharmaceutical
4 4 (26.67%) SQL Server
5 3 (20.00%) XML
5 3 (20.00%) MySQL
5 3 (20.00%) Windows
5 3 (20.00%) Linux
5 3 (20.00%) Perl
5 3 (20.00%) Firewall
5 3 (20.00%) VMware
5 3 (20.00%) Red Hat
5 3 (20.00%) CheckPoint
5 3 (20.00%) Shell Script

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 (6.67%) SharePoint
Applications
1 1 (6.67%) Microsoft Excel
Cloud Services
1 1 (6.67%) Microsoft Azure
Communications & Networking
1 3 (20.00%) Fibre Channel
1 3 (20.00%) Firewall
Database & Business Intelligence
1 4 (26.67%) SQL Server
2 3 (20.00%) MySQL
3 2 (13.33%) Big Data
4 1 (6.67%) Power BI
4 1 (6.67%) QlikView
Development Applications
1 3 (20.00%) Selenium
1 3 (20.00%) WebDriver
2 1 (6.67%) Git (software)
2 1 (6.67%) Jenkins
2 1 (6.67%) TeamCity
2 1 (6.67%) Travis CI
General
1 7 (46.67%) Pharmaceutical
Job Titles
1 7 (46.67%) Data Scientist
1 7 (46.67%) Developer
1 7 (46.67%) Software Developer
2 3 (20.00%) Analyst
2 3 (20.00%) Linux Engineer
2 3 (20.00%) Linux Systems Engineer
2 3 (20.00%) Systems Engineer
3 2 (13.33%) Operations Engineer
3 2 (13.33%) Test Analyst
4 1 (6.67%) .NET Software Engineer
4 1 (6.67%) Administrator
4 1 (6.67%) Agile Test Analyst
4 1 (6.67%) Automation Tester
4 1 (6.67%) C++ Software Engineer
4 1 (6.67%) Data Analyst
4 1 (6.67%) Data Insight Analyst
4 1 (6.67%) Insight Analyst
4 1 (6.67%) Linux Administrator
4 1 (6.67%) Linux Systems Administrator
4 1 (6.67%) Python Software Engineer
Libraries, Frameworks & Software Standards
1 3 (20.00%) XML
2 1 (6.67%) .NET
2 1 (6.67%) Django
2 1 (6.67%) JSON
Miscellaneous
1 8 (53.33%) Analytical Skills
2 7 (46.67%) Algorithms
Operating Systems
1 3 (20.00%) CentOS
1 3 (20.00%) Linux
1 3 (20.00%) Red Hat Enterprise Linux
1 3 (20.00%) Windows
Processes & Methodologies
1 8 (53.33%) Analytics
1 8 (53.33%) Mathematics
1 8 (53.33%) Problem-Solving
1 8 (53.33%) Software Engineering
1 8 (53.33%) Visualisation
2 7 (46.67%) Data Analysis
2 7 (46.67%) Data Science
2 7 (46.67%) Innovative Thinking
2 7 (46.67%) Machine Learning
3 3 (20.00%) Agile Software Development
3 3 (20.00%) Infrastructure Monitoring
3 3 (20.00%) Test Automation
4 2 (13.33%) Acceptance Criteria
4 2 (13.33%) Computer Science
4 2 (13.33%) Software Testing
5 1 (6.67%) Data Visualisation
5 1 (6.67%) Economics
5 1 (6.67%) Performance Testing
5 1 (6.67%) Statistical Modelling
5 1 (6.67%) Unit Testing
Programming Languages
1 10 (66.67%) Java
2 8 (53.33%) C#
2 8 (53.33%) C++
3 7 (46.67%) C
3 7 (46.67%) MATLAB
3 7 (46.67%) R
4 3 (20.00%) Bash Shell
4 3 (20.00%) Perl
4 3 (20.00%) Ruby
4 3 (20.00%) Shell Script
5 2 (13.33%) JavaScript
6 1 (6.67%) PHP
6 1 (6.67%) SQL
Qualifications
1 7 (46.67%) PhD
2 2 (13.33%) Degree
3 1 (6.67%) Computer Science Degree
System Software
1 3 (20.00%) Corosync
1 3 (20.00%) VMware ESXi
1 3 (20.00%) vSphere
2 1 (6.67%) Docker
Systems Management
1 3 (20.00%) HAProxy
1 3 (20.00%) Icinga
1 3 (20.00%) Nagios
1 3 (20.00%) Opsview
1 3 (20.00%) Pacemaker
Vendors
1 3 (20.00%) ArcSight
1 3 (20.00%) CheckPoint
1 3 (20.00%) Red Hat
1 3 (20.00%) VMware
2 1 (6.67%) Tableau