Period
to 15 January 2019

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 15 January 2019 with a comparison to the same period in the previous 2 years.

Refactoring
North West > Manchester
6 months to
15 Jan 2019
Same period 2018 Same period 2017
Rank 264 233 246
Rank change year-on-year -31 +13 +13
Permanent jobs citing Refactoring 16 53 45
As % of all permanent IT jobs advertised in Manchester 0.23% 0.71% 0.62%
As % of the Processes & Methodologies category 0.26% 0.77% 0.66%
Number of salaries quoted 15 40 43
Manchester median annual salary £47,500 £45,000 £41,500
Median salary % change year-on-year +5.56% +8.43% -24.55%
10th Percentile £34,250 £37,500 £22,500
90th Percentile £70,000 £67,500 £51,250
North West median annual salary £48,000 £45,000 £40,000
% change year-on-year +6.67% +12.50% -27.27%

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 6,199 6,894 6,828
As % of all permanent IT jobs advertised in Manchester 91.04% 92.86% 93.47%
Number of salaries quoted 5,162 5,685 5,885
Manchester median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% +6.25%
10th Percentile £27,500 £27,256 £26,250
90th Percentile £72,500 £67,500 £63,750
North West median annual salary £45,000 £44,471 £40,000
% change year-on-year +1.19% +11.18% -

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 15 January 2019.

Salary histogram for Refactoring in Manchester

For the 6 months to 15 January 2019, 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 13 (81.25%) .NET
2 11 (68.75%) MVC
2 11 (68.75%) Agile Software Development
2 11 (68.75%) TDD
3 10 (62.50%) C#
4 8 (50.00%) JIRA
4 8 (50.00%) HTML
4 8 (50.00%) ASP.NET
4 8 (50.00%) CSS
4 8 (50.00%) Microsoft
4 8 (50.00%) Test Automation
4 8 (50.00%) BDD
5 7 (43.75%) SpecFlow
5 7 (43.75%) Selenium
6 6 (37.50%) SQL
6 6 (37.50%) ASP.NET Web API
7 5 (31.25%) Continuous Delivery
7 5 (31.25%) TeamCity
7 5 (31.25%) Continuous Integration
7 5 (31.25%) Kanban
7 5 (31.25%) Unit Testing
7 5 (31.25%) Java
7 5 (31.25%) JavaScript
7 5 (31.25%) SQL Server
7 5 (31.25%) Marketing
8 4 (25.00%) SQL Server Integration Services
8 4 (25.00%) Programme Management
8 4 (25.00%) Retail
8 4 (25.00%) SAP
8 4 (25.00%) OO

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 1 (6.25%) Apache Spark
Cloud Services
1 4 (25.00%) Microsoft Azure
2 3 (18.75%) Amazon AWS
3 2 (12.50%) Google Cloud Platform
3 2 (12.50%) SaaS
4 1 (6.25%) Amazon CloudSearch
4 1 (6.25%) Amazon EC2
Database & Business Intelligence
1 5 (31.25%) SQL Server
2 4 (25.00%) SQL Server Integration Services
3 2 (12.50%) Big Data
3 2 (12.50%) Couchbase
4 1 (6.25%) Amazon RDS
4 1 (6.25%) Hadoop
4 1 (6.25%) MySQL
Development Applications
1 8 (50.00%) JIRA
2 7 (43.75%) Selenium
2 7 (43.75%) SpecFlow
3 5 (31.25%) TeamCity
4 4 (25.00%) Gatling
4 4 (25.00%) JMeter
4 4 (25.00%) The Grinder
5 3 (18.75%) Cucumber
5 3 (18.75%) Jenkins
5 3 (18.75%) Travis CI
5 3 (18.75%) WebDriver
6 2 (12.50%) Git (software)
6 2 (12.50%) Serilog
7 1 (6.25%) JUnit
7 1 (6.25%) Maven
7 1 (6.25%) Mockito
7 1 (6.25%) ReSharper
7 1 (6.25%) webpack
General
1 5 (31.25%) Marketing
2 4 (25.00%) Electronics
2 4 (25.00%) Finance
2 4 (25.00%) Manufacturing
2 4 (25.00%) Retail
2 4 (25.00%) Telecoms
3 1 (6.25%) Games
Job Titles
1 12 (75.00%) Developer
2 9 (56.25%) .NET Developer
3 4 (25.00%) C# .NET Developer
3 4 (25.00%) C# Developer
3 4 (25.00%) Senior .NET Developer
3 4 (25.00%) Senior Developer
4 3 (18.75%) QA Engineer
4 3 (18.75%) Software Developer
5 2 (12.50%) .NET Software Developer
5 2 (12.50%) C# Software Developer
6 1 (6.25%) Analyst
6 1 (6.25%) ASP.NET Developer
6 1 (6.25%) C# ASP.NET Developer
6 1 (6.25%) ETL Developer
6 1 (6.25%) Hadoop Developer
6 1 (6.25%) JavaScript Developer
6 1 (6.25%) Lead Java Developer
6 1 (6.25%) Node.js Developer
6 1 (6.25%) PHP Developer
6 1 (6.25%) Test Analyst
Libraries, Frameworks & Software Standards
1 13 (81.25%) .NET
2 8 (50.00%) ASP.NET
2 8 (50.00%) CSS
2 8 (50.00%) HTML
3 6 (37.50%) ASP.NET Web API
4 4 (25.00%) .NET Core
4 4 (25.00%) SignalR
5 3 (18.75%) Ajax
5 3 (18.75%) ASP.NET MVC
5 3 (18.75%) HTML5
6 2 (12.50%) .NET Framework
6 2 (12.50%) AngularJS
6 2 (12.50%) ASP.NET MVC 4
6 2 (12.50%) Autofac
6 2 (12.50%) CSS3
6 2 (12.50%) Entity Framework
6 2 (12.50%) LINQ
6 2 (12.50%) Reactive Extensions
6 2 (12.50%) REST
6 2 (12.50%) WinForms
Miscellaneous
1 4 (25.00%) Analytical Skills
1 4 (25.00%) Blog
2 2 (12.50%) Greenfield Project
3 1 (6.25%) Enterprise Software
3 1 (6.25%) Xbox
Processes & Methodologies
1 11 (68.75%) Agile Software Development
1 11 (68.75%) MVC
1 11 (68.75%) TDD
2 8 (50.00%) BDD
2 8 (50.00%) Test Automation
3 5 (31.25%) Continuous Delivery
3 5 (31.25%) Continuous Integration
3 5 (31.25%) Kanban
3 5 (31.25%) Unit Testing
4 4 (25.00%) ATDD
4 4 (25.00%) Business Intelligence
4 4 (25.00%) Defect Management
4 4 (25.00%) Digital Marketing
4 4 (25.00%) Exploratory Testing
4 4 (25.00%) Load Testing
4 4 (25.00%) Mentoring
4 4 (25.00%) OO
4 4 (25.00%) Performance Testing
4 4 (25.00%) Programme Management
4 4 (25.00%) Test Strategy
Programming Languages
1 10 (62.50%) C#
2 6 (37.50%) SQL
3 5 (31.25%) Java
3 5 (31.25%) JavaScript
4 2 (12.50%) Go
4 2 (12.50%) PowerShell
4 2 (12.50%) T-SQL
5 1 (6.25%) ES6
5 1 (6.25%) PHP
Quality Assurance & Compliance
1 3 (18.75%) QA
System Software
1 2 (12.50%) Docker
Systems Management
1 4 (25.00%) Kubernetes
2 2 (12.50%) Istio
Vendors
1 8 (50.00%) Microsoft
2 4 (25.00%) SAP
3 2 (12.50%) Google
4 1 (6.25%) Sony
4 1 (6.25%) Zend