Period
to 12 December 2017

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 12 December 2017 with a comparison to the same period in the previous 2 years.

Python
Manchester > Stockport
6 months to
12 Dec 2017
Same period 2016 Same period 2015
Rank 45 45 46
Rank change year-on-year 0 +1 +13
Permanent jobs citing Python 20 12 22
As % of all permanent IT jobs advertised in Stockport 4.98% 2.88% 5.14%
As % of the Programming Languages category 8.23% 4.62% 8.87%
Number of salaries quoted 16 15 21
Stockport median annual salary £55,000 £30,000 £43,000
Median salary % change year-on-year +83.33% -30.23% -25.22%
10th Percentile £35,000 £27,500 £26,250
90th Percentile £63,750 £45,800 £50,000
Manchester median annual salary £52,500 £42,500 £45,000
% change year-on-year +23.53% -5.56% +20.00%

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 243 260 248
As % of all permanent IT jobs advertised in Stockport 60.45% 62.50% 57.94%
Number of salaries quoted 217 247 241
Stockport median annual salary £40,000 £37,500 £37,500
Median salary % change year-on-year +6.67% - -
10th Percentile £28,000 £28,000 £27,500
90th Percentile £57,500 £51,750 £51,250
Manchester median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% +6.67%

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 12 December 2017.

Salary histogram for Python in Stockport

For the 6 months to 12 December 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 Stockport region with a requirement for Python.

1 14 (70.00%) JavaScript
1 14 (70.00%) Agile Software Development
1 14 (70.00%) Test Automation
2 12 (60.00%) Java
3 11 (55.00%) CSS
3 11 (55.00%) Web Services
3 11 (55.00%) XML
3 11 (55.00%) HTML
3 11 (55.00%) Scrum
3 11 (55.00%) MVC
3 11 (55.00%) RESTful
3 11 (55.00%) QA
3 11 (55.00%) HTML5
3 11 (55.00%) CSS3
4 10 (50.00%) Unit Testing
4 10 (50.00%) Continuous Integration
4 10 (50.00%) TDD
4 10 (50.00%) Ruby
5 9 (45.00%) Degree
5 9 (45.00%) Computer Science
6 8 (40.00%) Web Development
6 8 (40.00%) JSON
6 8 (40.00%) Spring
6 8 (40.00%) PHP
6 8 (40.00%) XSL
6 8 (40.00%) SOAP
6 8 (40.00%) OO
6 8 (40.00%) SOA
6 8 (40.00%) Spring MVC
6 8 (40.00%) REST

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 (10.00%) Elasticsearch
2 1 (5.00%) WebLogic
Applications
1 2 (10.00%) Chatbot
Cloud Services
1 7 (35.00%) Amazon ElastiCache
1 7 (35.00%) Cloud Computing
2 5 (25.00%) Amazon AWS
3 3 (15.00%) AWS CloudFormation
3 3 (15.00%) AWS Elastic Beanstalk
Communications & Networking
1 7 (35.00%) HTTP
2 2 (10.00%) Skype
Database & Business Intelligence
1 7 (35.00%) Data Warehouse
1 7 (35.00%) MySQL
1 7 (35.00%) NoSQL
1 7 (35.00%) Redis
Development Applications
1 6 (30.00%) Git (software)
2 5 (25.00%) Selenium
3 3 (15.00%) gulp
3 3 (15.00%) Jenkins
3 3 (15.00%) Ranorex
4 2 (10.00%) JIRA
4 2 (10.00%) Subversion
5 1 (5.00%) Cucumber
5 1 (5.00%) Gerrit
5 1 (5.00%) Hudson
5 1 (5.00%) Vagrant
5 1 (5.00%) WebDriver
General
1 2 (10.00%) Automotive
2 1 (5.00%) Finance
2 1 (5.00%) Games
2 1 (5.00%) Retail
Job Titles
1 8 (40.00%) Architect
2 7 (35.00%) Java Architect
2 7 (35.00%) PHP Architect
3 4 (20.00%) Applications Architect
3 4 (20.00%) Java Applications Architect
4 3 (15.00%) Developer
4 3 (15.00%) Java Technical Architect
4 3 (15.00%) PHP Technical Architect
4 3 (15.00%) Technical Architect
4 3 (15.00%) Tester
5 2 (10.00%) DevOps Engineer
5 2 (10.00%) Head of Analytics
5 2 (10.00%) Head of Data Analytics
5 2 (10.00%) Software Tester
6 1 (5.00%) Automation Test Analyst
6 1 (5.00%) Elasticsearch Engineer
6 1 (5.00%) Linux/Unix DevOps
6 1 (5.00%) Platform Support Engineer
6 1 (5.00%) Software Architect
6 1 (5.00%) Support Engineer
Libraries, Frameworks & Software Standards
1 11 (55.00%) CSS
1 11 (55.00%) CSS3
1 11 (55.00%) HTML
1 11 (55.00%) HTML5
1 11 (55.00%) RESTful
1 11 (55.00%) Web Services
1 11 (55.00%) XML
2 8 (40.00%) JSON
2 8 (40.00%) Polymer
2 8 (40.00%) REST
2 8 (40.00%) SOAP
2 8 (40.00%) Spring
2 8 (40.00%) Spring Boot
2 8 (40.00%) Spring MVC
2 8 (40.00%) XSL
3 7 (35.00%) Middleware
3 7 (35.00%) Ruby on Rails
4 3 (15.00%) .NET
4 3 (15.00%) ASP.NET
4 3 (15.00%) ASP.NET MVC
Miscellaneous
1 9 (45.00%) Computer Science
2 7 (35.00%) Enterprise Software
3 2 (10.00%) Greenfield Project
4 1 (5.00%) Smart Home
Operating Systems
1 4 (20.00%) Windows
2 2 (10.00%) CentOS
2 2 (10.00%) Linux
Processes & Methodologies
1 14 (70.00%) Agile Software Development
1 14 (70.00%) Test Automation
2 11 (55.00%) MVC
2 11 (55.00%) Scrum
3 10 (50.00%) Continuous Integration
3 10 (50.00%) TDD
3 10 (50.00%) Unit Testing
4 8 (40.00%) OO
4 8 (40.00%) SOA
4 8 (40.00%) Web Development
5 7 (35.00%) Coaching
5 7 (35.00%) Kanban
5 7 (35.00%) Mentoring
5 7 (35.00%) OOA/OOD
5 7 (35.00%) OOP
5 7 (35.00%) Open Source
5 7 (35.00%) OWASP
5 7 (35.00%) Responsive Web Design
5 7 (35.00%) Software Engineering
5 7 (35.00%) Use Case
Programming Languages
1 14 (70.00%) JavaScript
2 12 (60.00%) Java
3 10 (50.00%) Ruby
4 8 (40.00%) PHP
5 7 (35.00%) Go
6 4 (20.00%) C#
7 3 (15.00%) R
7 3 (15.00%) SQL
Qualifications
1 9 (45.00%) Degree
2 7 (35.00%) Computer Science Degree
2 7 (35.00%) Master's Degree
3 3 (15.00%) ISTQB
4 2 (10.00%) ISEB
4 2 (10.00%) ISTQB Foundation Certification
5 1 (5.00%) ITIL Certification
5 1 (5.00%) PhD
Quality Assurance & Compliance
1 11 (55.00%) QA
2 7 (35.00%) Web Application Security Consortium
System Software
1 3 (15.00%) Docker
2 2 (10.00%) Virtual Machines
2 2 (10.00%) VirtualBox
Systems Management
1 2 (10.00%) Puppet
1 2 (10.00%) Terraform
2 1 (5.00%) Grafana
2 1 (5.00%) Kibana
2 1 (5.00%) logstash
2 1 (5.00%) Opscode Chef
2 1 (5.00%) Packer
Vendors
1 2 (10.00%) Oracle
2 1 (5.00%) Red Hat