Period
to 20 February 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 20 February 2018 with a comparison to the same period in the previous 2 years.

Python
Manchester > Stockport
6 months to
20 Feb 2018
Same period 2017 Same period 2016
Rank 33 43 44
Rank change year-on-year +10 +1 +19
Permanent jobs citing Python 27 16 29
As % of all permanent IT jobs advertised in Stockport 7.36% 4.17% 6.87%
As % of the Programming Languages category 12.27% 6.53% 10.74%
Number of salaries quoted 24 15 27
Stockport median annual salary £57,500 £33,500 £50,000
Median salary % change year-on-year +71.64% -33.00% -13.04%
10th Percentile £33,250 £28,000 £33,250
90th Percentile £63,750 £47,300 £66,250
Manchester median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +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 220 245 270
As % of all permanent IT jobs advertised in Stockport 59.95% 63.80% 63.98%
Number of salaries quoted 199 234 254
Stockport median annual salary £40,000 £38,750 £40,000
Median salary % change year-on-year +3.23% -3.13% +14.29%
10th Percentile £31,250 £28,000 £29,250
90th Percentile £60,000 £52,275 £58,000
Manchester median annual salary £43,500 £42,500 £40,000
% change year-on-year +2.35% +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 20 February 2018.

Salary histogram for Python in Stockport

For the 6 months to 20 February 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 22 (81.48%) Java
2 20 (74.07%) Web Services
2 20 (74.07%) Spring
3 18 (66.67%) Scrum
3 18 (66.67%) Ruby
3 18 (66.67%) XML
3 18 (66.67%) JavaScript
4 16 (59.26%) PHP
4 16 (59.26%) HTML
4 16 (59.26%) CSS
4 16 (59.26%) SOAP
4 16 (59.26%) XSL
4 16 (59.26%) OO
4 16 (59.26%) SOA
4 16 (59.26%) Web Development
4 16 (59.26%) JSON
4 16 (59.26%) Spring MVC
4 16 (59.26%) MVC
4 16 (59.26%) RESTful
4 16 (59.26%) HTML5
4 16 (59.26%) REST
4 16 (59.26%) CSS3
4 16 (59.26%) Spring Boot
4 16 (59.26%) Polymer
5 14 (51.85%) Agile Software Development
5 14 (51.85%) Test Automation
6 13 (48.15%) Continuous Integration
7 12 (44.44%) Degree
7 12 (44.44%) Computer Science
7 12 (44.44%) QA

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 5 (18.52%) Elasticsearch
2 1 (3.70%) WebLogic
Applications
1 2 (7.41%) Chatbot
Cloud Services
1 11 (40.74%) Amazon ElastiCache
1 11 (40.74%) Cloud Computing
2 5 (18.52%) Amazon AWS
3 4 (14.81%) Amazon EC2
3 4 (14.81%) Amazon S3
3 4 (14.81%) AWS CloudFormation
Communications & Networking
1 11 (40.74%) HTTP
2 2 (7.41%) Skype
Database & Business Intelligence
1 11 (40.74%) Data Warehouse
1 11 (40.74%) MySQL
1 11 (40.74%) NoSQL
1 11 (40.74%) Redis
2 4 (14.81%) Big Data
Development Applications
1 2 (7.41%) Git (software)
1 2 (7.41%) Ranorex
1 2 (7.41%) Selenium
2 1 (3.70%) Cucumber
2 1 (3.70%) Gerrit
2 1 (3.70%) Jenkins
2 1 (3.70%) JIRA
2 1 (3.70%) Subversion
2 1 (3.70%) Vagrant
2 1 (3.70%) WebDriver
General
1 5 (18.52%) Games
2 1 (3.70%) Automotive
2 1 (3.70%) Finance
2 1 (3.70%) Retail
Job Titles
1 16 (59.26%) Architect
2 15 (55.56%) Java Architect
2 15 (55.56%) PHP Architect
3 6 (22.22%) Java Technical Architect
3 6 (22.22%) PHP Technical Architect
3 6 (22.22%) Technical Architect
4 5 (18.52%) Applications Architect
4 5 (18.52%) DevOps Engineer
4 5 (18.52%) Java Applications Architect
4 5 (18.52%) Software Architect
5 4 (14.81%) Java Software Architect
6 2 (7.41%) Head of Analytics
6 2 (7.41%) Head of Data Analytics
6 2 (7.41%) Head of Data Science
6 2 (7.41%) Senior DevOps
6 2 (7.41%) Senior DevOps Engineer
6 2 (7.41%) Tester
7 1 (3.70%) Analyst
7 1 (3.70%) Elasticsearch Engineer
7 1 (3.70%) Platform Support Engineer
Libraries, Frameworks & Software Standards
1 20 (74.07%) Spring
1 20 (74.07%) Web Services
2 18 (66.67%) XML
3 16 (59.26%) CSS
3 16 (59.26%) CSS3
3 16 (59.26%) HTML
3 16 (59.26%) HTML5
3 16 (59.26%) JSON
3 16 (59.26%) Polymer
3 16 (59.26%) REST
3 16 (59.26%) RESTful
3 16 (59.26%) SOAP
3 16 (59.26%) Spring Boot
3 16 (59.26%) Spring MVC
3 16 (59.26%) XSL
4 11 (40.74%) Middleware
4 11 (40.74%) Ruby on Rails
5 5 (18.52%) Elastic Stack
6 4 (14.81%) Spring Integration
7 1 (3.70%) NumPy
Miscellaneous
1 12 (44.44%) Computer Science
2 11 (40.74%) Enterprise Software
3 2 (7.41%) Greenfield Project
4 1 (3.70%) Smart Home
Operating Systems
1 5 (18.52%) Linux
2 1 (3.70%) CentOS
2 1 (3.70%) Windows
Processes & Methodologies
1 18 (66.67%) Scrum
2 16 (59.26%) MVC
2 16 (59.26%) OO
2 16 (59.26%) SOA
2 16 (59.26%) Web Development
3 14 (51.85%) Agile Software Development
3 14 (51.85%) Test Automation
4 13 (48.15%) Continuous Integration
5 11 (40.74%) Coaching
5 11 (40.74%) Kanban
5 11 (40.74%) Mentoring
5 11 (40.74%) OOA/OOD
5 11 (40.74%) OOP
5 11 (40.74%) Open Source
5 11 (40.74%) OWASP
5 11 (40.74%) Responsive Web Design
5 11 (40.74%) Software Engineering
5 11 (40.74%) TDD
5 11 (40.74%) Unit Testing
5 11 (40.74%) Use Case
Programming Languages
1 22 (81.48%) Java
2 18 (66.67%) JavaScript
2 18 (66.67%) Ruby
3 16 (59.26%) PHP
4 11 (40.74%) Go
5 4 (14.81%) Bash Shell
5 4 (14.81%) Shell Script
6 3 (11.11%) R
7 1 (3.70%) C#
Qualifications
1 12 (44.44%) Degree
2 11 (40.74%) Computer Science Degree
2 11 (40.74%) Master's Degree
3 2 (7.41%) AWS Certification
3 2 (7.41%) ISTQB
4 1 (3.70%) ISEB
4 1 (3.70%) ISTQB Foundation Certification
4 1 (3.70%) ITIL Certification
4 1 (3.70%) PhD
Quality Assurance & Compliance
1 12 (44.44%) QA
2 11 (40.74%) Web Application Security Consortium
3 1 (3.70%) ISO 15765
System Software
1 1 (3.70%) Virtual Machines
1 1 (3.70%) VirtualBox
Systems Management
1 5 (18.52%) Terraform
2 4 (14.81%) Ansible
2 4 (14.81%) Kibana
2 4 (14.81%) logstash
3 1 (3.70%) Grafana
3 1 (3.70%) Packer
3 1 (3.70%) Puppet
Vendors
1 4 (14.81%) Capita
1 4 (14.81%) Hummingbird
2 1 (3.70%) Oracle