The following table provides summary statistics for permanent job vacancies advertised in the South West with a requirement for Refactoring skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Refactoring over the 3 months to 23 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Refactoring
England / South West
Rank 194 221 243
Rank change year-on-year +27 +22  
Permanent jobs citing Refactoring 35 31 2
As % of all permanent IT jobs advertised in the South West 0.70% 0.53% 0.034%
As % of the Processes & Methodologies category 0.77% 0.60% 0.038%
Number of salaries quoted 29 30 2
Median salary £33,000 £37,500 £42,500
Median salary % change year-on-year -12.00% -11.76%  
90% offered a salary of more than £32,500 £34,450 £40,500
10% offered a salary of more than £40,600 £40,000 £44,500
UK excluding London median salary £42,250 £40,000 £40,000
% change year-on-year +5.62% -  

Refactoring is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the South West with a requirement for process and methodology skills.

Process & Methodology Skills
South West
Permanent job vacancies with a requirement for process and methodology skills 4521 5187 5224
As % of all permanent IT job vacancies advertised in the South West 90.17% 88.91% 87.87%
Number of salaries quoted 3729 4227 4353
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25%  
90% offered a salary of more than £30,804 £29,000 £28,500
10% offered a salary of more than £62,500 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Refactoring
Job Vacancy Trend in the South West

The job posting trend of jobs advertised in the South West citing Refactoring as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Refactoring in the South West

Refactoring
Salary Trend in the South West

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

Salary trend for Refactoring in the South West

Refactoring
Salary Histogram in the South West

The salary distribution of IT jobs citing Refactoring in the South West over the 3 months to 23 March 2017.

Salary histogram for Refactoring in the South West

Refactoring
Job Locations in the South West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Refactoring within the South West region over the 3 months to 23 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Somerset -6 16 £33,000 -12.00%
Dorset - 9 £40,000 -
Wiltshire +20 4 - -
Bristol 0 4 £36,500 +2.81% 3
Devon -8 1 - -
Refactoring
England

Refactoring
Top 30 Related IT Skills in the South West

For the 6 months to 23 March 2017, IT jobs citing Refactoring also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the South West region with a requirement for Refactoring.

1 53 (81.54%) Java
2 47 (72.31%) Agile Software Development
3 43 (66.15%) NoSQL
4 35 (53.85%) Git (software)
4 35 (53.85%) MongoDB
5 33 (50.77%) Software Engineering
6 29 (44.62%) TDD
7 28 (43.08%) HTML
8 26 (40.00%) C++
9 25 (38.46%) JavaScript
9 25 (38.46%) OO
9 25 (38.46%) Scrum
10 24 (36.92%) SQL
10 24 (36.92%) C
11 23 (35.38%) Mentoring
12 21 (32.31%) Automated Testing
13 20 (30.77%) Degree
14 19 (29.23%) RESTful
14 19 (29.23%) Finance
15 18 (27.69%) Service Delivery
15 18 (27.69%) C#
15 18 (27.69%) Oracle
15 18 (27.69%) SQL Server
15 18 (27.69%) Continuous Integration
15 18 (27.69%) DevOps
15 18 (27.69%) REST
15 18 (27.69%) Big Data
15 18 (27.69%) AngularJS
15 18 (27.69%) Jenkins
16 17 (26.15%) High Availability

Refactoring
Top Related IT Skills in the South West 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 16 (24.62%) IIS
2 5 (7.69%) JBoss
Business Applications
1 5 (7.69%) SAP Oil and Gas
Cloud Services
1 2 (3.08%) Amazon AWS
1 2 (3.08%) Microsoft Azure
Communications & Networking
1 12 (18.46%) HTTP
2 5 (7.69%) Internet
Database & Business Intelligence
1 43 (66.15%) NoSQL
2 35 (53.85%) MongoDB
3 18 (27.69%) Big Data
3 18 (27.69%) SQL Server
4 7 (10.77%) Apache Cassandra
5 5 (7.69%) MySQL
5 5 (7.69%) PostgreSQL
5 5 (7.69%) Redis
6 2 (3.08%) HBase
7 1 (1.54%) RDBMS
7 1 (1.54%) Relational Database
Development Applications
1 35 (53.85%) Git (software)
2 18 (27.69%) Jenkins
3 16 (24.62%) Team Foundation Server
4 12 (18.46%) Selenium
5 7 (10.77%) JUnit
5 7 (10.77%) Maven
6 6 (9.23%) Mockito
7 5 (7.69%) Atlassian Bamboo
7 5 (7.69%) EasyMock
7 5 (7.69%) Eclipse
7 5 (7.69%) IntelliJ
7 5 (7.69%) Subversion
7 5 (7.69%) Vagrant
8 4 (6.15%) Sonatype Nexus
9 1 (1.54%) Gradle
9 1 (1.54%) JIRA
9 1 (1.54%) Spock
9 1 (1.54%) TeamCity
General
1 19 (29.23%) Finance
2 5 (7.69%) Electronics
2 5 (7.69%) Manufacturing
2 5 (7.69%) Marketing
2 5 (7.69%) Telecoms
3 2 (3.08%) Games
4 1 (1.54%) Advertising
Job Titles
1 55 (84.62%) Developer
2 36 (55.38%) Java Developer
3 25 (38.46%) Software Developer
4 22 (33.85%) Software Engineer
5 16 (24.62%) Agile Developer
5 16 (24.62%) Senior Software Engineer
6 15 (23.08%) Agile Java Developer
7 14 (21.54%) Senior Developer
8 13 (20.00%) Java Engineer
9 12 (18.46%) Developer/Software Engineer
9 12 (18.46%) Java Software Developer
10 10 (15.38%) Senior Software Developer
11 9 (13.85%) .NET Developer
12 8 (12.31%) .NET Software Developer
12 8 (12.31%) .NET Software Engineer
12 8 (12.31%) Java Software Engineer
12 8 (12.31%) Senior Java Developer
13 6 (9.23%) Senior .NET Software Developer
13 6 (9.23%) Senior Java Engineer
13 6 (9.23%) Senior Java Software Engineer
Libraries, Frameworks & Software Standards
1 28 (43.08%) HTML
2 19 (29.23%) RESTful
3 18 (27.69%) AngularJS
3 18 (27.69%) REST
4 17 (26.15%) Natural Language Processing
5 16 (24.62%) .NET
6 13 (20.00%) Twitter Bootstrap
7 12 (18.46%) D3.js
8 11 (16.92%) .NET Framework
8 11 (16.92%) ASP.NET
9 8 (12.31%) Spring
10 7 (10.77%) CSS
10 7 (10.77%) Hibernate
10 7 (10.77%) Web Services
11 6 (9.23%) JSON
12 5 (7.69%) HTML5
12 5 (7.69%) Spring Integration
13 4 (6.15%) jQuery
14 2 (3.08%) Node.js
14 2 (3.08%) XML
Miscellaneous
1 15 (23.08%) Mobile App
2 4 (6.15%) Analytical Skills
2 4 (6.15%) Data Centre
2 4 (6.15%) Streaming Video
3 1 (1.54%) Blog
3 1 (1.54%) Computer Science
3 1 (1.54%) User Experience
Operating Systems
1 17 (26.15%) Windows
1 17 (26.15%) Windows Server
1 17 (26.15%) Windows Server 2003
2 14 (21.54%) Linux
3 4 (6.15%) Android
4 1 (1.54%) Unix
Processes & Methodologies
1 47 (72.31%) Agile Software Development
2 33 (50.77%) Software Engineering
3 29 (44.62%) TDD
4 25 (38.46%) OO
4 25 (38.46%) Scrum
5 23 (35.38%) Mentoring
6 21 (32.31%) Automated Testing
7 18 (27.69%) Continuous Integration
7 18 (27.69%) DevOps
7 18 (27.69%) Service Delivery
8 17 (26.15%) Customer Requirements
8 17 (26.15%) ETL
8 17 (26.15%) Extreme Programming
8 17 (26.15%) High Availability
8 17 (26.15%) ITIL
8 17 (26.15%) Machine Learning
8 17 (26.15%) Pair Programming
8 17 (26.15%) Time Management
8 17 (26.15%) Unit Testing
8 17 (26.15%) Web Design
Programming Languages
1 53 (81.54%) Java
2 26 (40.00%) C++
3 25 (38.46%) JavaScript
4 24 (36.92%) C
4 24 (36.92%) SQL
5 18 (27.69%) C#
6 12 (18.46%) Go
7 6 (9.23%) PHP
7 6 (9.23%) Python
8 4 (6.15%) Ruby
9 1 (1.54%) Korn
9 1 (1.54%) Shell Script
9 1 (1.54%) T-SQL
9 1 (1.54%) XPath
Qualifications
1 20 (30.77%) Degree
2 13 (20.00%) SC Cleared
2 13 (20.00%) Security Cleared
Quality Assurance & Compliance
1 1 (1.54%) FATCA
System Software
1 4 (6.15%) Docker
Vendors
1 18 (27.69%) Oracle
2 5 (7.69%) SAP
3 4 (6.15%) Infobright
4 1 (1.54%) MuleSoft
4 1 (1.54%) Solace
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