Period
to 18 August 2018

The following table provides summary statistics for permanent job vacancies advertised in Manchester with a requirement for Refactoring skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Refactoring over the 6 months to 18 August 2018 with a comparison to the same period in the previous 2 years.

Refactoring
North West > Manchester
6 months to
18 Aug 2018
Same period 2017 Same period 2016
Rank 234 249 242
Rank change year-on-year +15 -7 +26
Permanent jobs citing Refactoring 50 51 25
As % of all permanent IT jobs advertised in Manchester 0.68% 0.62% 0.35%
As % of the Processes & Methodologies category 0.75% 0.67% 0.38%
Number of salaries quoted 34 45 22
Manchester median annual salary £46,500 £45,000 £30,000
Median salary % change year-on-year +3.33% +50.00% +9.09%
10th Percentile £31,110 £35,000 £21,375
90th Percentile £81,250 £57,000 £50,000
North West median annual salary £42,500 £40,500 £31,000
% change year-on-year +4.94% +30.65% -13.89%

Refactoring is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Manchester with a requirement for process or methodology skills.

All Process and Methodology Skills
Manchester
Permanent vacancies with a requirement for process or methodology skills 6,666 7,559 6,537
As % of all permanent IT jobs advertised in Manchester 91.03% 92.37% 91.89%
Number of salaries quoted 5,532 6,331 5,543
Manchester median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £26,250 £26,250 £26,250
90th Percentile £68,000 £65,000 £63,750
North West median annual salary £45,000 £42,000 £40,000
% change year-on-year +7.14% +5.00% -

Refactoring
Job Vacancy Trend in Manchester

Job postings citing Refactoring as a percentage of all IT jobs advertised in Manchester.

Job vacancy trend for Refactoring in Manchester

Refactoring
Salary Trend in Manchester

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

Salary trend for Refactoring in Manchester

Refactoring
Salary Histogram in Manchester

The salary distribution of IT jobs citing Refactoring in Manchester over the 6 months to 18 August 2018.

Salary histogram for Refactoring in Manchester

Refactoring
Job Locations in Manchester

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Refactoring within the Manchester region over the 6 months to 18 August 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Altrincham -3 2 £32,250 -32.11%
Refactoring
North West

For the 6 months to 18 August 2018, IT jobs citing Refactoring 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 Manchester region with a requirement for Refactoring.

1 43 (86.00%) TDD
2 40 (80.00%) Agile Software Development
3 26 (52.00%) JavaScript
3 26 (52.00%) Continuous Integration
4 21 (42.00%) MVC
4 21 (42.00%) Finance
5 20 (40.00%) SAP
5 20 (40.00%) Software Engineering
6 19 (38.00%) Kanban
6 19 (38.00%) Docker
7 18 (36.00%) BDD
7 18 (36.00%) AngularJS
7 18 (36.00%) JIRA
7 18 (36.00%) .NET
8 17 (34.00%) C#
8 17 (34.00%) Business Intelligence
8 17 (34.00%) Scrum
8 17 (34.00%) Selenium
8 17 (34.00%) React
9 16 (32.00%) Analytical Skills
9 16 (32.00%) Kubernetes
9 16 (32.00%) Digital Marketing
9 16 (32.00%) Marketing
9 16 (32.00%) Retail
9 16 (32.00%) Programme Management
9 16 (32.00%) Manufacturing
9 16 (32.00%) Electronics
9 16 (32.00%) Telecoms
9 16 (32.00%) HTML
9 16 (32.00%) CSS

Refactoring
Co-occurring IT Skills in Manchester 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 6 (12.00%) Apache Spark
1 6 (12.00%) CMS
2 2 (4.00%) Confluence
3 1 (2.00%) Apache
3 1 (2.00%) WordPress
Business Applications
1 4 (8.00%) SAP FI
1 4 (8.00%) SAP MM
1 4 (8.00%) SAP PP
1 4 (8.00%) SAP QM
1 4 (8.00%) SAP S/4HANA
1 4 (8.00%) SAP SD
Cloud Services
1 13 (26.00%) Microsoft Azure
2 12 (24.00%) Google Cloud Platform
3 10 (20.00%) SaaS
4 7 (14.00%) Amazon AWS
5 6 (12.00%) GitHub
6 1 (2.00%) Amazon CloudSearch
6 1 (2.00%) Amazon EC2
Communications & Networking
1 1 (2.00%) HTTP
Database & Business Intelligence
1 12 (24.00%) MySQL
2 8 (16.00%) MongoDB
3 7 (14.00%) Couchbase
4 6 (12.00%) Hadoop
4 6 (12.00%) PostgreSQL
5 2 (4.00%) Big Data
6 1 (2.00%) Amazon RDS
6 1 (2.00%) CouchDB
6 1 (2.00%) Neo4j
6 1 (2.00%) NoSQL
6 1 (2.00%) Relational Database
6 1 (2.00%) Riak
6 1 (2.00%) SQL Server
Development Applications
1 18 (36.00%) JIRA
2 17 (34.00%) Selenium
3 13 (26.00%) TeamCity
4 11 (22.00%) Git (software)
4 11 (22.00%) SpecFlow
5 7 (14.00%) Jenkins
5 7 (14.00%) JUnit
5 7 (14.00%) Maven
6 6 (12.00%) Jasmine
6 6 (12.00%) JMeter
6 6 (12.00%) Mocha
7 4 (8.00%) Serilog
8 2 (4.00%) Cucumber
8 2 (4.00%) Xcode
9 1 (2.00%) Bitbucket
9 1 (2.00%) Mercurial
9 1 (2.00%) Mockito
9 1 (2.00%) ReSharper
9 1 (2.00%) Subversion
9 1 (2.00%) Team Foundation Server
General
1 21 (42.00%) Finance
2 16 (32.00%) Electronics
2 16 (32.00%) Manufacturing
2 16 (32.00%) Marketing
2 16 (32.00%) Retail
2 16 (32.00%) Telecoms
3 3 (6.00%) Games
Job Titles
1 37 (74.00%) Developer
2 17 (34.00%) .NET Developer
3 11 (22.00%) C# .NET Developer
3 11 (22.00%) C# Developer
4 8 (16.00%) PHP Developer
4 8 (16.00%) Software Developer
5 7 (14.00%) Java Engineer
5 7 (14.00%) Java Software Engineer
5 7 (14.00%) Senior Developer
5 7 (14.00%) Software Engineer
6 6 (12.00%) .NET Software Developer
6 6 (12.00%) JavaScript Developer
6 6 (12.00%) Senior Java Engineer
6 6 (12.00%) Senior Java Software Engineer
6 6 (12.00%) Senior Software Engineer
7 5 (10.00%) C# Software Developer
7 5 (10.00%) Senior PHP Developer
7 5 (10.00%) Software Manager
8 4 (8.00%) ABAP Developer
8 4 (8.00%) SAP Developer
Libraries, Frameworks & Software Standards
1 18 (36.00%) .NET
1 18 (36.00%) AngularJS
2 17 (34.00%) React
3 16 (32.00%) CSS
3 16 (32.00%) HTML
4 13 (26.00%) .NET Core
5 11 (22.00%) ASP.NET Web API
5 11 (22.00%) Node.js
5 11 (22.00%) SignalR
6 10 (20.00%) ASP.NET
6 10 (20.00%) REST
7 9 (18.00%) Ajax
7 9 (18.00%) Laravel
8 8 (16.00%) ASP.NET MVC
8 8 (16.00%) HTML5
8 8 (16.00%) Spring
8 8 (16.00%) Symfony
8 8 (16.00%) Twitter Bootstrap
9 7 (14.00%) .NET Framework
9 7 (14.00%) LINQ
Miscellaneous
1 16 (32.00%) Analytical Skills
2 11 (22.00%) Blog
3 10 (20.00%) Greenfield Project
4 5 (10.00%) Virtual Team
5 1 (2.00%) Enterprise Software
5 1 (2.00%) Xbox
Operating Systems
1 5 (10.00%) Linux
1 5 (10.00%) Windows
2 2 (4.00%) Android
2 2 (4.00%) Apple iOS
Processes & Methodologies
1 43 (86.00%) TDD
2 40 (80.00%) Agile Software Development
3 26 (52.00%) Continuous Integration
4 21 (42.00%) MVC
5 20 (40.00%) Software Engineering
6 19 (38.00%) Kanban
7 18 (36.00%) BDD
8 17 (34.00%) Business Intelligence
8 17 (34.00%) Scrum
9 16 (32.00%) Digital Marketing
9 16 (32.00%) Programme Management
10 14 (28.00%) Test Automation
11 13 (26.00%) ATDD
11 13 (26.00%) Continuous Delivery
12 12 (24.00%) Microservices
13 11 (22.00%) Deployment Automation
13 11 (22.00%) Unit Testing
14 10 (20.00%) Domain-Driven Design
14 10 (20.00%) E-Commerce
15 9 (18.00%) OOP
Programming Languages
1 26 (52.00%) JavaScript
2 17 (34.00%) C#
3 12 (24.00%) Java
4 9 (18.00%) PHP
5 8 (16.00%) SQL
6 7 (14.00%) Python
6 7 (14.00%) T-SQL
7 4 (8.00%) ABAP
7 4 (8.00%) Go
7 4 (8.00%) PowerShell
7 4 (8.00%) Scala
8 3 (6.00%) C++
9 2 (4.00%) Apple Swift
9 2 (4.00%) Objective-C
10 1 (2.00%) ES6
10 1 (2.00%) Groovy
10 1 (2.00%) Java 8
10 1 (2.00%) Ruby
10 1 (2.00%) TypeScript
Quality Assurance & Compliance
1 2 (4.00%) QA
System Software
1 19 (38.00%) Docker
Systems Management
1 16 (32.00%) Kubernetes
2 6 (12.00%) Ansible
3 4 (8.00%) Istio
4 1 (2.00%) Puppet
4 1 (2.00%) Terraform
Vendors
1 20 (40.00%) SAP
2 12 (24.00%) Google
3 8 (16.00%) Microsoft
4 7 (14.00%) Zend
5 2 (4.00%) Sony
6 1 (2.00%) Capita