Period
to 14 August 2018

The following table provides summary statistics for permanent job vacancies advertised in Stockport 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 14 August 2018 with a comparison to the same period in the previous 2 years.

Python
Manchester > Stockport
6 months to
14 Aug 2018
Same period 2017 Same period 2016
Rank 46 55 48
Rank change year-on-year +9 -7 +8
Permanent jobs citing Python 13 15 5
As % of all permanent IT jobs advertised in Stockport 3.46% 3.26% 1.59%
As % of the Programming Languages category 5.39% 4.87% 2.73%
Number of salaries quoted 10 14 9
Stockport median annual salary £58,750 £35,000 £30,000
Median salary % change year-on-year +67.86% +16.67% +9.09%
10th Percentile £31,250 £29,000 £27,500
90th Percentile £63,875 £46,875 £51,250
Manchester median annual salary £50,000 £47,500 £42,500
% change year-on-year +5.26% +11.76% +13.33%

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 Stockport with a requirement for coding skills.

All Programming Languages
Stockport
Permanent vacancies with a requirement for coding skills 241 308 183
As % of all permanent IT jobs advertised in Stockport 64.10% 66.96% 58.10%
Number of salaries quoted 196 273 165
Stockport median annual salary £42,500 £42,500 £37,500
Median salary % change year-on-year - +13.33% +7.14%
10th Percentile £31,250 £28,750 £25,000
90th Percentile £58,750 £57,500 £52,500
Manchester median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% -

Python
Job Vacancy Trend in Stockport

Job postings citing Python as a percentage of all IT jobs advertised in Stockport.

Job vacancy trend for Python in Stockport

Python
Salary Trend in Stockport

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Python in Stockport.

Salary trend for Python in Stockport

Python
Salary Histogram in Stockport

The salary distribution of IT jobs citing Python in Stockport over the 6 months to 14 August 2018.

Salary histogram for Python in Stockport

For the 6 months to 14 August 2018, 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 Stockport region with a requirement for Python.

1 10 (76.92%) JavaScript
2 9 (69.23%) Java
2 9 (69.23%) Scrum
2 9 (69.23%) Agile Software Development
3 8 (61.54%) Software Engineering
3 8 (61.54%) Degree
4 7 (53.85%) Unit Testing
4 7 (53.85%) Continuous Integration
4 7 (53.85%) Test Automation
4 7 (53.85%) Ruby
4 7 (53.85%) Web Services
4 7 (53.85%) XML
5 6 (46.15%) HTML
5 6 (46.15%) Cloud Computing
5 6 (46.15%) HTML5
5 6 (46.15%) Computer Science
5 6 (46.15%) REST
6 5 (38.46%) CSS3
6 5 (38.46%) Redis
6 5 (38.46%) NoSQL
6 5 (38.46%) Responsive Web Design
6 5 (38.46%) Enterprise Software
6 5 (38.46%) Go
6 5 (38.46%) OWASP
6 5 (38.46%) Amazon ElastiCache
6 5 (38.46%) Mentoring
6 5 (38.46%) Coaching
6 5 (38.46%) Spring Boot
6 5 (38.46%) SDLC
6 5 (38.46%) Mobile First

Python
Co-occurring IT Skills in Stockport 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 (15.38%) Apache
1 2 (15.38%) Elasticsearch
1 2 (15.38%) JBoss
1 2 (15.38%) nginx
1 2 (15.38%) Tomcat
Applications
1 1 (7.69%) Microsoft Excel
Cloud Services
1 6 (46.15%) Cloud Computing
2 5 (38.46%) Amazon ElastiCache
3 2 (15.38%) Amazon AWS
4 1 (7.69%) Microsoft Azure
Communications & Networking
1 5 (38.46%) HTTP
2 4 (30.77%) TCP/IP
Database & Business Intelligence
1 5 (38.46%) Data Warehouse
1 5 (38.46%) MySQL
1 5 (38.46%) NoSQL
1 5 (38.46%) Redis
2 1 (7.69%) Oracle Reports
2 1 (7.69%) SQL Server Integration Services
2 1 (7.69%) SQL Server Reporting Services
Development Applications
1 3 (23.08%) Git (software)
1 3 (23.08%) JIRA
1 3 (23.08%) Subversion
2 2 (15.38%) Bitbucket
2 2 (15.38%) QF-Test
2 2 (15.38%) Ranorex
2 2 (15.38%) Visual Studio
3 1 (7.69%) Jenkins
3 1 (7.69%) Selenium
General
1 3 (23.08%) Automotive
2 1 (7.69%) Finance
2 1 (7.69%) Manufacturing
2 1 (7.69%) Marketing
2 1 (7.69%) Retail
Job Titles
1 5 (38.46%) Architect
1 5 (38.46%) Java Architect
1 5 (38.46%) PHP Architect
2 4 (30.77%) Applications Architect
2 4 (30.77%) Java Applications Architect
3 2 (15.38%) C++ Software Engineer
3 2 (15.38%) Linux Engineer
3 2 (15.38%) Software Engineer
4 1 (7.69%) Analyst
4 1 (7.69%) Automation Test Analyst
4 1 (7.69%) C# Software Engineer
4 1 (7.69%) Data Scientist
4 1 (7.69%) Java Technical Architect
4 1 (7.69%) PHP Technical Architect
4 1 (7.69%) Software Tester
4 1 (7.69%) Technical Architect
4 1 (7.69%) Technical Leader
4 1 (7.69%) Test Analyst
4 1 (7.69%) Tester
Libraries, Frameworks & Software Standards
1 7 (53.85%) Web Services
1 7 (53.85%) XML
2 6 (46.15%) HTML
2 6 (46.15%) HTML5
2 6 (46.15%) REST
3 5 (38.46%) CSS
3 5 (38.46%) CSS3
3 5 (38.46%) JSON
3 5 (38.46%) Middleware
3 5 (38.46%) Polymer
3 5 (38.46%) RESTful
3 5 (38.46%) Ruby on Rails
3 5 (38.46%) SOAP
3 5 (38.46%) Spring
3 5 (38.46%) Spring Boot
3 5 (38.46%) Spring MVC
3 5 (38.46%) XSL
4 2 (15.38%) LAMP
5 1 (7.69%) .NET
5 1 (7.69%) .NET Framework
Miscellaneous
1 6 (46.15%) Computer Science
2 5 (38.46%) Enterprise Software
Operating Systems
1 4 (30.77%) Linux
2 2 (15.38%) Android
2 2 (15.38%) Apple iOS
2 2 (15.38%) CentOS
2 2 (15.38%) Embedded Linux
2 2 (15.38%) Red Hat Enterprise Linux
2 2 (15.38%) Unix
2 2 (15.38%) Windows
Processes & Methodologies
1 9 (69.23%) Agile Software Development
1 9 (69.23%) Scrum
2 8 (61.54%) Software Engineering
3 7 (53.85%) Continuous Integration
3 7 (53.85%) Test Automation
3 7 (53.85%) Unit Testing
4 5 (38.46%) Coaching
4 5 (38.46%) Kanban
4 5 (38.46%) Mentoring
4 5 (38.46%) Mobile First
4 5 (38.46%) MVC
4 5 (38.46%) OOA/OOD
4 5 (38.46%) OOP
4 5 (38.46%) Open Source
4 5 (38.46%) OWASP
4 5 (38.46%) Responsive Web Design
4 5 (38.46%) SDLC
4 5 (38.46%) TDD
4 5 (38.46%) Use Case
4 5 (38.46%) Web Development
Programming Languages
1 10 (76.92%) JavaScript
2 9 (69.23%) Java
3 7 (53.85%) Ruby
4 5 (38.46%) Go
4 5 (38.46%) PHP
5 2 (15.38%) Bash Shell
5 2 (15.38%) C
5 2 (15.38%) C++
5 2 (15.38%) Perl
5 2 (15.38%) R
5 2 (15.38%) Shell Script
6 1 (7.69%) C#
6 1 (7.69%) SQL
Qualifications
1 8 (61.54%) Degree
2 5 (38.46%) Computer Science Degree
2 5 (38.46%) Master's Degree
3 1 (7.69%) ISEB
3 1 (7.69%) ISTQB
3 1 (7.69%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 5 (38.46%) QA
1 5 (38.46%) Web Application Security Consortium
2 3 (23.08%) ISO 15765
System Software
1 2 (15.38%) Docker
1 2 (15.38%) VMware Infrastructure
2 1 (7.69%) Virtual Machines
2 1 (7.69%) VirtualBox
Systems Management
1 2 (15.38%) Grafana
1 2 (15.38%) Opscode Chef
1 2 (15.38%) Puppet
1 2 (15.38%) Terraform
Vendors
1 2 (15.38%) Dynatrace
1 2 (15.38%) Red Hat
1 2 (15.38%) VMware
2 1 (7.69%) Microsoft
2 1 (7.69%) Oracle