Period
to 11 December 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 11 December 2018 with a comparison to the same period in the previous 2 years.

Python
Manchester > Stockport
6 months to
11 Dec 2018
Same period 2017 Same period 2016
Rank 35 46 52
Rank change year-on-year +11 +6 -6
Permanent jobs citing Python 10 21 12
As % of all permanent IT jobs advertised in Stockport 3.82% 5.16% 2.91%
As % of the Programming Languages category 6.17% 8.50% 4.69%
Number of salaries quoted 9 17 15
Stockport median annual salary £50,000 £55,000 £30,000
Median salary % change year-on-year -9.09% +83.33% -30.23%
10th Percentile £41,500 £34,000 £27,500
90th Percentile £64,000 £63,750 £45,800
Manchester median annual salary £55,000 £52,500 £42,500
% change year-on-year +4.76% +23.53% -5.56%

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 162 247 256
As % of all permanent IT jobs advertised in Stockport 61.83% 60.69% 62.14%
Number of salaries quoted 143 222 243
Stockport median annual salary £42,500 £40,000 £38,500
Median salary % change year-on-year +6.25% +3.90% +2.67%
10th Percentile £25,400 £28,050 £28,000
90th Percentile £57,000 £57,500 £51,750
Manchester median annual salary £45,000 £42,500 £42,500
% 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 11 December 2018.

Salary histogram for Python in Stockport

For the 6 months to 11 December 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 7 (70.00%) Linux
2 6 (60.00%) Java
2 6 (60.00%) Amazon AWS
2 6 (60.00%) Docker
2 6 (60.00%) DevOps
3 5 (50.00%) Opscode Chef
3 5 (50.00%) Perl
3 5 (50.00%) Web Services
3 5 (50.00%) Agile Software Development
3 5 (50.00%) Software Engineering
4 4 (40.00%) Ruby
4 4 (40.00%) Scrum
4 4 (40.00%) Red Hat
4 4 (40.00%) JavaScript
4 4 (40.00%) OpenShift
4 4 (40.00%) Kubernetes
5 3 (30.00%) Ansible
5 3 (30.00%) Microsoft Azure
5 3 (30.00%) Go
5 3 (30.00%) REST
5 3 (30.00%) VMware Infrastructure
5 3 (30.00%) Red Hat Enterprise Linux
5 3 (30.00%) Cloud Computing
5 3 (30.00%) HTML5
5 3 (30.00%) Puppet
5 3 (30.00%) HTML
5 3 (30.00%) TCP/IP
5 3 (30.00%) VMware
5 3 (30.00%) Degree
5 3 (30.00%) Unit Testing

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 (20.00%) Apache
1 2 (20.00%) Elasticsearch
1 2 (20.00%) JBoss
1 2 (20.00%) nginx
1 2 (20.00%) Tomcat
2 1 (10.00%) WebSphere
Cloud Services
1 6 (60.00%) Amazon AWS
2 4 (40.00%) OpenShift
3 3 (30.00%) Cloud Computing
3 3 (30.00%) Microsoft Azure
4 2 (20.00%) Amazon ElastiCache
5 1 (10.00%) Google Cloud Platform
Communications & Networking
1 3 (30.00%) TCP/IP
2 2 (20.00%) HTTP
Database & Business Intelligence
1 2 (20.00%) Data Warehouse
1 2 (20.00%) MySQL
1 2 (20.00%) NoSQL
1 2 (20.00%) Redis
2 1 (10.00%) SQL Server Integration Services
2 1 (10.00%) SQL Server Reporting Services
Development Applications
1 1 (10.00%) Bitbucket
1 1 (10.00%) Git (software)
1 1 (10.00%) Jenkins
1 1 (10.00%) JIRA
1 1 (10.00%) Sonatype Nexus
1 1 (10.00%) Subversion
1 1 (10.00%) Visual Studio
General
1 1 (10.00%) Automotive
Job Titles
1 3 (30.00%) DevOps Engineer
2 2 (20.00%) Applications Architect
2 2 (20.00%) Architect
2 2 (20.00%) Java Applications Architect
2 2 (20.00%) Java Architect
2 2 (20.00%) Linux Engineer
2 2 (20.00%) PHP Architect
2 2 (20.00%) Platform Engineer
3 1 (10.00%) C# Software Engineer
3 1 (10.00%) C++ Software Engineer
3 1 (10.00%) Software Engineer
3 1 (10.00%) Technical Leader
Libraries, Frameworks & Software Standards
1 5 (50.00%) Web Services
2 3 (30.00%) HTML
2 3 (30.00%) HTML5
2 3 (30.00%) REST
3 2 (20.00%) CSS
3 2 (20.00%) CSS3
3 2 (20.00%) JSON
3 2 (20.00%) LAMP
3 2 (20.00%) Middleware
3 2 (20.00%) Polymer
3 2 (20.00%) RESTful
3 2 (20.00%) Ruby on Rails
3 2 (20.00%) SOAP
3 2 (20.00%) Spring
3 2 (20.00%) Spring Boot
3 2 (20.00%) Spring MVC
3 2 (20.00%) XML
3 2 (20.00%) XSL
4 1 (10.00%) .NET
4 1 (10.00%) .NET Framework
Miscellaneous
1 2 (20.00%) Enterprise Software
2 1 (10.00%) Analytical Skills
Operating Systems
1 7 (70.00%) Linux
2 3 (30.00%) Red Hat Enterprise Linux
3 2 (20.00%) CentOS
3 2 (20.00%) Unix
3 2 (20.00%) Windows
4 1 (10.00%) Android
4 1 (10.00%) Apple iOS
4 1 (10.00%) Embedded Linux
Processes & Methodologies
1 6 (60.00%) DevOps
2 5 (50.00%) Agile Software Development
2 5 (50.00%) Software Engineering
3 4 (40.00%) Scrum
4 3 (30.00%) Continuous Integration
4 3 (30.00%) Unit Testing
5 2 (20.00%) Coaching
5 2 (20.00%) Kanban
5 2 (20.00%) Mentoring
5 2 (20.00%) Mobile First
5 2 (20.00%) MVC
5 2 (20.00%) Open Source
5 2 (20.00%) OWASP
5 2 (20.00%) Responsive Web Design
5 2 (20.00%) SDLC
5 2 (20.00%) Secure Coding
5 2 (20.00%) TDD
5 2 (20.00%) Technical Leadership
5 2 (20.00%) Test Automation
5 2 (20.00%) Web Development
Programming Languages
1 6 (60.00%) Java
2 5 (50.00%) Perl
3 4 (40.00%) JavaScript
3 4 (40.00%) Ruby
4 3 (30.00%) Go
5 2 (20.00%) Bash Shell
5 2 (20.00%) PHP
5 2 (20.00%) Shell Script
6 1 (10.00%) C
6 1 (10.00%) C#
6 1 (10.00%) C++
6 1 (10.00%) Groovy
6 1 (10.00%) R
Qualifications
1 3 (30.00%) Degree
2 2 (20.00%) Computer Science Degree
2 2 (20.00%) Master's Degree
Quality Assurance & Compliance
1 2 (20.00%) QA
1 2 (20.00%) Web Application Security Consortium
2 1 (10.00%) ISO 15765
System Software
1 6 (60.00%) Docker
2 3 (30.00%) VMware Infrastructure
Systems Management
1 5 (50.00%) Opscode Chef
2 4 (40.00%) Kubernetes
3 3 (30.00%) Ansible
3 3 (30.00%) Puppet
4 2 (20.00%) Grafana
4 2 (20.00%) Terraform
Vendors
1 4 (40.00%) Red Hat
2 3 (30.00%) VMware
3 2 (20.00%) Dynatrace