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

Python
Manchester > Stockport
6 months to
20 May 2018
Same period 2017 Same period 2016
Rank 39 45 38
Rank change year-on-year +6 -7 +29
Permanent jobs citing Python 23 18 21
As % of all permanent IT jobs advertised in Stockport 5.72% 4.70% 6.91%
As % of the Programming Languages category 9.35% 6.82% 10.66%
Number of salaries quoted 21 17 20
Stockport median annual salary £60,000 £33,500 £61,250
Median salary % change year-on-year +79.10% -45.31% -
10th Percentile £32,500 £28,000 £40,000
90th Percentile £63,750 £44,000 £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 246 264 197
As % of all permanent IT jobs advertised in Stockport 61.19% 68.93% 64.80%
Number of salaries quoted 211 244 177
Stockport median annual salary £42,500 £38,250 £41,500
Median salary % change year-on-year +11.11% -7.83% +18.57%
10th Percentile £31,250 £28,000 £27,000
90th Percentile £60,000 £55,875 £66,250
Manchester median annual salary £45,000 £40,000 £40,000
% change year-on-year +12.50% - +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 May 2018.

Salary histogram for Python in Stockport

For the 6 months to 20 May 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 21 (91.30%) Java
2 19 (82.61%) Web Services
2 19 (82.61%) Spring
3 18 (78.26%) JavaScript
4 17 (73.91%) XML
4 17 (73.91%) Scrum
5 15 (65.22%) MVC
5 15 (65.22%) Ruby
5 15 (65.22%) Web Development
5 15 (65.22%) JSON
5 15 (65.22%) Spring MVC
5 15 (65.22%) XSL
5 15 (65.22%) CSS
5 15 (65.22%) SOAP
5 15 (65.22%) HTML
5 15 (65.22%) PHP
5 15 (65.22%) OO
5 15 (65.22%) SOA
5 15 (65.22%) RESTful
5 15 (65.22%) HTML5
5 15 (65.22%) REST
5 15 (65.22%) CSS3
5 15 (65.22%) Spring Boot
5 15 (65.22%) Polymer
6 13 (56.52%) Continuous Integration
7 12 (52.17%) Test Automation
7 12 (52.17%) Degree
7 12 (52.17%) Software Engineering
7 12 (52.17%) Agile Software Development
8 11 (47.83%) Computer Science

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 4 (17.39%) Elasticsearch
Applications
1 1 (4.35%) Microsoft Excel
Cloud Services
1 10 (43.48%) Amazon ElastiCache
1 10 (43.48%) Cloud Computing
2 4 (17.39%) Amazon AWS
2 4 (17.39%) Amazon EC2
2 4 (17.39%) Amazon S3
2 4 (17.39%) AWS CloudFormation
Communications & Networking
1 10 (43.48%) HTTP
2 1 (4.35%) TCP/IP
Database & Business Intelligence
1 10 (43.48%) Data Warehouse
1 10 (43.48%) MySQL
1 10 (43.48%) NoSQL
1 10 (43.48%) Redis
2 4 (17.39%) Big Data
3 1 (4.35%) Oracle Reports
Development Applications
1 2 (8.70%) Git (software)
1 2 (8.70%) JIRA
1 2 (8.70%) QF-Test
1 2 (8.70%) Ranorex
1 2 (8.70%) Subversion
2 1 (4.35%) Bitbucket
2 1 (4.35%) Jenkins
2 1 (4.35%) Selenium
2 1 (4.35%) Visual Studio
General
1 4 (17.39%) Games
2 2 (8.70%) Automotive
3 1 (4.35%) Finance
3 1 (4.35%) Manufacturing
3 1 (4.35%) Marketing
3 1 (4.35%) Retail
Job Titles
1 15 (65.22%) Architect
2 14 (60.87%) Java Architect
2 14 (60.87%) PHP Architect
3 5 (21.74%) Applications Architect
3 5 (21.74%) Java Applications Architect
3 5 (21.74%) Java Technical Architect
3 5 (21.74%) PHP Technical Architect
3 5 (21.74%) Software Architect
3 5 (21.74%) Technical Architect
4 4 (17.39%) DevOps Engineer
4 4 (17.39%) Java Software Architect
5 2 (8.70%) Senior DevOps
5 2 (8.70%) Senior DevOps Engineer
6 1 (4.35%) Analyst
6 1 (4.35%) Data Scientist
6 1 (4.35%) Operations Engineer
6 1 (4.35%) Software Engineer
6 1 (4.35%) Software Tester
6 1 (4.35%) Test Analyst
6 1 (4.35%) Tester
Libraries, Frameworks & Software Standards
1 19 (82.61%) Spring
1 19 (82.61%) Web Services
2 17 (73.91%) XML
3 15 (65.22%) CSS
3 15 (65.22%) CSS3
3 15 (65.22%) HTML
3 15 (65.22%) HTML5
3 15 (65.22%) JSON
3 15 (65.22%) Polymer
3 15 (65.22%) REST
3 15 (65.22%) RESTful
3 15 (65.22%) SOAP
3 15 (65.22%) Spring Boot
3 15 (65.22%) Spring MVC
3 15 (65.22%) XSL
4 10 (43.48%) Middleware
4 10 (43.48%) Ruby on Rails
5 4 (17.39%) Elastic Stack
5 4 (17.39%) Spring Integration
Miscellaneous
1 11 (47.83%) Computer Science
2 10 (43.48%) Enterprise Software
Operating Systems
1 5 (21.74%) Linux
2 1 (4.35%) Android
2 1 (4.35%) Apple iOS
2 1 (4.35%) Embedded Linux
2 1 (4.35%) Windows
Processes & Methodologies
1 17 (73.91%) Scrum
2 15 (65.22%) MVC
2 15 (65.22%) OO
2 15 (65.22%) SOA
2 15 (65.22%) Web Development
3 13 (56.52%) Continuous Integration
4 12 (52.17%) Agile Software Development
4 12 (52.17%) Software Engineering
4 12 (52.17%) Test Automation
5 11 (47.83%) Unit Testing
6 10 (43.48%) Coaching
6 10 (43.48%) Kanban
6 10 (43.48%) Mentoring
6 10 (43.48%) OOA/OOD
6 10 (43.48%) OOP
6 10 (43.48%) Open Source
6 10 (43.48%) OWASP
6 10 (43.48%) Responsive Web Design
6 10 (43.48%) TDD
6 10 (43.48%) Use Case
Programming Languages
1 21 (91.30%) Java
2 18 (78.26%) JavaScript
3 15 (65.22%) PHP
3 15 (65.22%) Ruby
4 10 (43.48%) Go
5 4 (17.39%) Bash Shell
5 4 (17.39%) Java 8
5 4 (17.39%) Shell Script
6 1 (4.35%) C
6 1 (4.35%) C++
6 1 (4.35%) R
6 1 (4.35%) SQL
Qualifications
1 12 (52.17%) Degree
2 10 (43.48%) Computer Science Degree
2 10 (43.48%) Master's Degree
3 2 (8.70%) AWS Certification
4 1 (4.35%) ISEB
4 1 (4.35%) ISTQB
4 1 (4.35%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 10 (43.48%) QA
1 10 (43.48%) Web Application Security Consortium
2 2 (8.70%) ISO 15765
System Software
1 1 (4.35%) Virtual Machines
1 1 (4.35%) VirtualBox
Systems Management
1 4 (17.39%) Ansible
1 4 (17.39%) Kibana
1 4 (17.39%) logstash
1 4 (17.39%) Terraform
Vendors
1 4 (17.39%) Capita
1 4 (17.39%) Hummingbird
2 1 (4.35%) Microsoft
2 1 (4.35%) Oracle