Period
to 23 October 2018

The following table provides summary statistics for contract job vacancies advertised in Warrington with a requirement for Python skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Python over the 6 months to 23 October 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Python
Cheshire > Warrington
6 months to
23 Oct 2018
Same period 2017 Same period 2016
Rank 30 24 38
Rank change year-on-year -6 +14 -21
Contract jobs citing Python 4 10 14
As % of all contract IT jobs advertised in Warrington 1.80% 3.98% 2.85%
As % of the Programming Languages category 6.35% 14.29% 10.00%
Number of daily rates quoted 4 16 10
Warrington median daily rate £413 £535 £465
Median daily rate % change year-on-year -22.90% +15.05% -2.11%
10th Percentile £304 £500 £320
90th Percentile £543 £575 £619
Cheshire median daily rate £415 £500 £431
% change year-on-year -17.00% +15.94% -4.27%
Number of hourly rates quoted 0 0 0
Warrington median hourly rate - - -
Cheshire median hourly rate - - -

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

All Programming Languages
Warrington
Contract vacancies with a requirement for coding skills 63 70 140
As % of all contract IT jobs advertised in Warrington 28.38% 27.89% 28.51%
Number of daily rates quoted 44 44 92
Warrington median daily rate £355 £375 £400
Median daily rate % change year-on-year -5.33% -6.25% -
10th Percentile £263 £272 £269
90th Percentile £500 £575 £650
Cheshire median daily rate £400 £400 £388
% change year-on-year - +3.23% +2.65%
Number of hourly rates quoted 3 11 6
Warrington median hourly rate £40.00 £32.00 £32.50
Median hourly rate % change year-on-year +25.00% -1.54% +85.71%
Cheshire median hourly rate £40.00 £30.00 £32.50
% change year-on-year +33.33% -7.69% -7.14%

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
Contractor Daily Rate Trend in Warrington

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Python in Warrington.

Contractor daily rate trend for Python in Warrington

Python
Contractor Daily Rate Histogram in Warrington

The daily rate distribution of IT jobs citing Python in Warrington over the 6 months to 23 October 2018.

Contractor daily rate histogram for Python in Warrington

For the 6 months to 23 October 2018, IT contractor 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 contract job ads across the Warrington region with a requirement for Python.

1 3 (75.00%) Git (software)
1 3 (75.00%) Jenkins
2 2 (50.00%) WebDriver
2 2 (50.00%) Cucumber
2 2 (50.00%) Test Automation
2 2 (50.00%) .NET
2 2 (50.00%) JSON
2 2 (50.00%) Selenium
2 2 (50.00%) Performance Testing
2 2 (50.00%) Unit Testing
2 2 (50.00%) XML
2 2 (50.00%) Linux
2 2 (50.00%) SharePoint
2 2 (50.00%) Travis CI
2 2 (50.00%) TeamCity
3 1 (25.00%) Ansible
3 1 (25.00%) Docker
3 1 (25.00%) DevOps
3 1 (25.00%) Mentoring
3 1 (25.00%) Software Delivery
3 1 (25.00%) SDLC
3 1 (25.00%) Terraform
3 1 (25.00%) Agile Software Development
3 1 (25.00%) Ingres
3 1 (25.00%) Microsoft
3 1 (25.00%) Configuration Management
3 1 (25.00%) ITIL
3 1 (25.00%) Unix
3 1 (25.00%) Windows
3 1 (25.00%) Java

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 2 (50.00%) SharePoint
Database & Business Intelligence
1 1 (25.00%) Ingres
1 1 (25.00%) MySQL
Development Applications
1 3 (75.00%) Git (software)
1 3 (75.00%) Jenkins
2 2 (50.00%) Cucumber
2 2 (50.00%) Selenium
2 2 (50.00%) TeamCity
2 2 (50.00%) Travis CI
2 2 (50.00%) WebDriver
Job Titles
1 2 (50.00%) Automation Tester
1 2 (50.00%) Selenium Automation Tester
1 2 (50.00%) Selenium Tester
1 2 (50.00%) Tester
2 1 (25.00%) Applications Engineer
2 1 (25.00%) Applications Support
2 1 (25.00%) Applications Support Engineer
2 1 (25.00%) DevOps Engineer
2 1 (25.00%) Senior DevOps
2 1 (25.00%) Senior DevOps Engineer
2 1 (25.00%) Support Engineer
Libraries, Frameworks & Software Standards
1 2 (50.00%) .NET
1 2 (50.00%) JSON
1 2 (50.00%) XML
Miscellaneous
1 1 (25.00%) Enterprise Software
Operating Systems
1 2 (50.00%) Linux
2 1 (25.00%) Unix
2 1 (25.00%) Windows
Processes & Methodologies
1 2 (50.00%) Performance Testing
1 2 (50.00%) Test Automation
1 2 (50.00%) Unit Testing
2 1 (25.00%) Agile Software Development
2 1 (25.00%) Configuration Management
2 1 (25.00%) Continuous Integration
2 1 (25.00%) DevOps
2 1 (25.00%) ITIL
2 1 (25.00%) Mentoring
2 1 (25.00%) SDLC
2 1 (25.00%) Software Delivery
Programming Languages
1 1 (25.00%) Java
1 1 (25.00%) JavaScript
1 1 (25.00%) PHP
1 1 (25.00%) PowerShell
1 1 (25.00%) SQL
System Software
1 1 (25.00%) Docker
Systems Management
1 1 (25.00%) Ansible
1 1 (25.00%) Opscode Chef
1 1 (25.00%) Puppet
1 1 (25.00%) Terraform
Vendors
1 1 (25.00%) Microsoft