Period
to 18 November 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 November 2018 with a comparison to the same period in the previous 2 years.

Refactoring
North West > Manchester
6 months to
18 Nov 2018
Same period 2017 Same period 2016
Rank 249 226 241
Rank change year-on-year -23 +15 +14
Permanent jobs citing Refactoring 34 70 40
As % of all permanent IT jobs advertised in Manchester 0.47% 0.88% 0.54%
As % of the Processes & Methodologies category 0.52% 0.96% 0.58%
Number of salaries quoted 30 61 38
Manchester median annual salary £46,500 £45,000 £40,000
Median salary % change year-on-year +3.33% +12.50% -27.27%
10th Percentile £33,625 £35,000 £22,500
90th Percentile £70,000 £57,000 £51,250
North West median annual salary £46,000 £45,000 £38,750
% change year-on-year +2.22% +16.13% -29.55%

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 6,534 7,286 6,914
As % of all permanent IT jobs advertised in Manchester 90.41% 92.06% 92.69%
Number of salaries quoted 5,406 6,024 5,929
Manchester median annual salary £45,000 £44,000 £42,500
Median salary % change year-on-year +2.27% +3.53% +6.25%
10th Percentile £26,250 £26,250 £26,250
90th Percentile £70,125 £65,000 £63,750
North West median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% -

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 November 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 November 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 -11 2 £32,250 -28.33%
Refactoring
North West

For the 6 months to 18 November 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 28 (82.35%) TDD
2 27 (79.41%) Agile Software Development
3 23 (67.65%) .NET
4 21 (61.76%) MVC
4 21 (61.76%) JIRA
4 21 (61.76%) BDD
5 20 (58.82%) C#
6 18 (52.94%) Test Automation
7 16 (47.06%) Continuous Integration
7 16 (47.06%) JavaScript
8 15 (44.12%) SAP
8 15 (44.12%) Finance
8 15 (44.12%) Selenium
8 15 (44.12%) SpecFlow
9 14 (41.18%) ATDD
9 14 (41.18%) Continuous Delivery
9 14 (41.18%) .NET Core
9 14 (41.18%) Kanban
9 14 (41.18%) TeamCity
9 14 (41.18%) Microsoft Azure
9 14 (41.18%) HTML
9 14 (41.18%) CSS
10 13 (38.24%) SQL
10 13 (38.24%) ASP.NET
10 13 (38.24%) Marketing
10 13 (38.24%) ASP.NET Web API
11 12 (35.29%) SignalR
11 12 (35.29%) Kubernetes
11 12 (35.29%) Analytical Skills
11 12 (35.29%) Deployment Automation

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 2 (5.88%) Confluence
2 1 (2.94%) Apache
2 1 (2.94%) Apache Spark
Business Applications
1 3 (8.82%) SAP FI
1 3 (8.82%) SAP MM
1 3 (8.82%) SAP PP
1 3 (8.82%) SAP QM
1 3 (8.82%) SAP S/4HANA
1 3 (8.82%) SAP SD
Cloud Services
1 14 (41.18%) Microsoft Azure
2 8 (23.53%) Google Cloud Platform
3 6 (17.65%) Amazon AWS
3 6 (17.65%) SaaS
4 1 (2.94%) Amazon CloudSearch
4 1 (2.94%) Amazon EC2
Communications & Networking
1 1 (2.94%) HTTP
Database & Business Intelligence
1 8 (23.53%) Couchbase
2 3 (8.82%) SQL Server
3 2 (5.88%) Big Data
3 2 (5.88%) SQL Server Integration Services
4 1 (2.94%) Amazon RDS
4 1 (2.94%) CouchDB
4 1 (2.94%) Hadoop
4 1 (2.94%) MongoDB
4 1 (2.94%) MySQL
4 1 (2.94%) Neo4j
4 1 (2.94%) NoSQL
4 1 (2.94%) Relational Database
4 1 (2.94%) Riak
Development Applications
1 21 (61.76%) JIRA
2 15 (44.12%) Selenium
2 15 (44.12%) SpecFlow
3 14 (41.18%) TeamCity
4 5 (14.71%) Cucumber
5 4 (11.76%) Gatling
5 4 (11.76%) Git (software)
5 4 (11.76%) JMeter
5 4 (11.76%) Serilog
5 4 (11.76%) The Grinder
6 3 (8.82%) Jenkins
6 3 (8.82%) Travis CI
6 3 (8.82%) WebDriver
7 1 (2.94%) Bitbucket
7 1 (2.94%) Mercurial
7 1 (2.94%) Mockito
7 1 (2.94%) Octopus Deploy
7 1 (2.94%) ReSharper
7 1 (2.94%) Team Foundation Server
7 1 (2.94%) webpack
General
1 15 (44.12%) Finance
2 13 (38.24%) Marketing
3 12 (35.29%) Electronics
3 12 (35.29%) Manufacturing
3 12 (35.29%) Retail
3 12 (35.29%) Telecoms
4 3 (8.82%) Games
Job Titles
1 28 (82.35%) Developer
2 19 (55.88%) .NET Developer
3 12 (35.29%) C# .NET Developer
3 12 (35.29%) C# Developer
4 7 (20.59%) Software Developer
5 6 (17.65%) .NET Software Developer
6 5 (14.71%) C# Software Developer
6 5 (14.71%) JavaScript Developer
7 4 (11.76%) Senior .NET Developer
7 4 (11.76%) Senior Developer
8 3 (8.82%) ABAP Developer
8 3 (8.82%) Analyst
8 3 (8.82%) PHP Developer
8 3 (8.82%) QA Engineer
8 3 (8.82%) SAP Developer
8 3 (8.82%) SAPUI5 Developer
8 3 (8.82%) Test Analyst
9 2 (5.88%) ASP.NET MVC Developer
9 2 (5.88%) Java Developer
10 1 (2.94%) Apache Spark Developer
Libraries, Frameworks & Software Standards
1 23 (67.65%) .NET
2 14 (41.18%) .NET Core
2 14 (41.18%) CSS
2 14 (41.18%) HTML
3 13 (38.24%) ASP.NET
3 13 (38.24%) ASP.NET Web API
4 12 (35.29%) SignalR
5 10 (29.41%) Ajax
6 9 (26.47%) ASP.NET MVC
6 9 (26.47%) HTML5
6 9 (26.47%) Twitter Bootstrap
7 8 (23.53%) AngularJS
7 8 (23.53%) ASP.NET Core
7 8 (23.53%) ASP.NET MVC 4
7 8 (23.53%) Autofac
7 8 (23.53%) CSS3
7 8 (23.53%) Dapper ORM
7 8 (23.53%) Entity Framework
7 8 (23.53%) LINQ
7 8 (23.53%) React
Miscellaneous
1 12 (35.29%) Analytical Skills
1 12 (35.29%) Blog
2 8 (23.53%) Greenfield Project
3 1 (2.94%) Enterprise Software
3 1 (2.94%) Xbox
Processes & Methodologies
1 28 (82.35%) TDD
2 27 (79.41%) Agile Software Development
3 21 (61.76%) BDD
3 21 (61.76%) MVC
4 18 (52.94%) Test Automation
5 16 (47.06%) Continuous Integration
6 14 (41.18%) ATDD
6 14 (41.18%) Continuous Delivery
6 14 (41.18%) Kanban
7 12 (35.29%) Business Intelligence
7 12 (35.29%) Deployment Automation
7 12 (35.29%) Digital Marketing
7 12 (35.29%) Programme Management
7 12 (35.29%) Unit Testing
8 8 (23.53%) MVVM
9 7 (20.59%) OO
9 7 (20.59%) Software Engineering
10 6 (17.65%) Defect Management
10 6 (17.65%) Pair Programming
11 5 (14.71%) Scrum
Programming Languages
1 20 (58.82%) C#
2 16 (47.06%) JavaScript
3 13 (38.24%) SQL
4 8 (23.53%) T-SQL
5 7 (20.59%) Java
6 4 (11.76%) Go
6 4 (11.76%) PowerShell
7 3 (8.82%) ABAP
7 3 (8.82%) PHP
8 2 (5.88%) Python
9 1 (2.94%) ES6
9 1 (2.94%) Groovy
9 1 (2.94%) Java 8
9 1 (2.94%) Ruby
9 1 (2.94%) Scala
9 1 (2.94%) TypeScript
Quality Assurance & Compliance
1 5 (14.71%) QA
System Software
1 8 (23.53%) Docker
Systems Management
1 12 (35.29%) Kubernetes
2 4 (11.76%) Istio
3 1 (2.94%) Ansible
Vendors
1 15 (44.12%) SAP
2 10 (29.41%) Microsoft
3 8 (23.53%) Google
4 2 (5.88%) Sony
4 2 (5.88%) Zend