The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for OO skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited OO over the 3 months to 29 March 2017 with a comparison to the same period in the previous 2 years.

Object-Oriented (OO)
Scotland / Edinburgh
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 52 38 57
Rank change year-on-year -14 +19  
Permanent jobs citing OO 45 65 43
As % of all permanent IT jobs advertised in Edinburgh 4.03% 4.84% 3.21%
As % of the Processes & Methodologies category 4.32% 5.31% 3.60%
Number of salaries quoted 36 60 21
Median salary £46,250 £45,000 £40,000
Median salary % change year-on-year +2.77% +12.50%  
90% offered a salary of more than £35,000 £30,000 £25,000
10% offered a salary of more than £60,000 £50,000 £45,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

OO 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 Edinburgh with a requirement for process and methodology skills.

Process & Methodology Skills
Edinburgh
Permanent job vacancies with a requirement for process and methodology skills 1041 1224 1195
As % of all permanent IT job vacancies advertised in Edinburgh 93.11% 91.07% 89.18%
Number of salaries quoted 672 827 708
Median salary £47,500 £47,500 £44,000
Median salary % change year-on-year - +7.95%  
90% offered a salary of more than £33,500 £32,500 £32,500
10% offered a salary of more than £72,500 £59,000 £67,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

OO
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for OO in Edinburgh

OO
Salary Trend in Edinburgh

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

Salary trend for OO in Edinburgh

OO
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing OO in Edinburgh over the 3 months to 29 March 2017.

Salary histogram for OO in Edinburgh

For the 6 months to 29 March 2017, IT jobs citing OO 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 Edinburgh region with a requirement for OO.

1 77 (54.61%) Java
2 74 (52.48%) Agile Software Development
3 45 (31.91%) JavaScript
3 45 (31.91%) C#
4 42 (29.79%) .NET
4 42 (29.79%) SOA
4 42 (29.79%) Software Engineering
4 42 (29.79%) Use Case
5 38 (26.95%) Domain Models
6 35 (24.82%) UML
7 33 (23.40%) Finance
8 31 (21.99%) Mentoring
9 30 (21.28%) JSF
10 29 (20.57%) Hibernate
10 29 (20.57%) Wireframes
11 28 (19.86%) JPA
11 28 (19.86%) RichFaces
12 26 (18.44%) Git (software)
12 26 (18.44%) MVC
12 26 (18.44%) OOP
13 25 (17.73%) HTML
13 25 (17.73%) Apache CXF
13 25 (17.73%) Degree
13 25 (17.73%) AngularJS
14 24 (17.02%) TDD
15 23 (16.31%) Web Services
16 22 (15.60%) OOA/OOD
16 22 (15.60%) Oracle
16 22 (15.60%) Scrum
16 22 (15.60%) Relational Database

OO
Co-occurring IT Skills in Edinburgh 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 19 (13.48%) JBoss
2 15 (10.64%) Oracle SOA Suite
3 4 (2.84%) Apache
3 4 (2.84%) CMS
4 3 (2.13%) Tomcat
5 2 (1.42%) Drupal
5 2 (1.42%) Elasticsearch
5 2 (1.42%) IIS
5 2 (1.42%) WordPress
6 1 (0.71%) Apache Spark
6 1 (0.71%) nginx
6 1 (0.71%) SAS
Applications
1 9 (6.38%) MS Excel
Business Applications
1 15 (10.64%) Oracle BPM
Cloud Services
1 11 (7.80%) Microsoft Azure
2 2 (1.42%) Google Analytics
3 1 (0.71%) Amazon AWS
3 1 (0.71%) Cloud Computing
Communications & Networking
1 2 (1.42%) Network Security
2 1 (0.71%) TCP/IP
Database & Business Intelligence
1 22 (15.60%) Relational Database
2 13 (9.22%) SQL Server
3 8 (5.67%) MySQL
4 2 (1.42%) Redis
5 1 (0.71%) Apache Cassandra
5 1 (0.71%) Big Data
5 1 (0.71%) Hadoop
5 1 (0.71%) MariaDB
5 1 (0.71%) Oracle Database
5 1 (0.71%) PostgreSQL
Development Applications
1 26 (18.44%) Git (software)
2 19 (13.48%) Visual Studio
3 18 (12.77%) Team Foundation Server
4 17 (12.06%) Selenium
5 13 (9.22%) Subversion
6 9 (6.38%) MSTest
6 9 (6.38%) NUnit
6 9 (6.38%) SpecFlow
6 9 (6.38%) WebDriver
7 6 (4.26%) Jenkins
8 5 (3.55%) Android Studio
8 5 (3.55%) Genymotion
8 5 (3.55%) webpack
9 4 (2.84%) Maven
10 3 (2.13%) Bugzilla
10 3 (2.13%) JUnit
10 3 (2.13%) Mercurial
10 3 (2.13%) Trac
11 2 (1.42%) Babel
11 2 (1.42%) SoapUI
General
1 33 (23.40%) Finance
2 4 (2.84%) Retail
3 3 (2.13%) Banking
3 3 (2.13%) Games
4 2 (1.42%) Advertising
4 2 (1.42%) Marketing
4 2 (1.42%) Retail Banking
Job Titles
1 51 (36.17%) Developer
2 41 (29.08%) Architect
3 23 (16.31%) Technical Architect
4 22 (15.60%) Senior Developer
5 21 (14.89%) Software Engineer
6 18 (12.77%) Java Developer
7 17 (12.06%) Solutions Architect
8 10 (7.09%) .NET Developer
8 10 (7.09%) Applications Developer
8 10 (7.09%) C# Developer
9 9 (6.38%) Applications Architect
9 9 (6.38%) Programmer
9 9 (6.38%) Test Automation Engineer
9 9 (6.38%) Test Engineer
10 8 (5.67%) C# .NET Developer
10 8 (5.67%) Senior Java Developer
10 8 (5.67%) Senior Software Engineer
11 7 (4.96%) Analyst
11 7 (4.96%) Analyst Programmer
11 7 (4.96%) Senior Android Developer
Libraries, Frameworks & Software Standards
1 42 (29.79%) .NET
2 30 (21.28%) JSF
3 29 (20.57%) Hibernate
4 28 (19.86%) JPA
4 28 (19.86%) RichFaces
5 25 (17.73%) AngularJS
5 25 (17.73%) Apache CXF
5 25 (17.73%) HTML
6 23 (16.31%) Web Services
7 16 (11.35%) ASP.NET
8 14 (9.93%) .NET Framework
8 14 (9.93%) CSS
8 14 (9.93%) HTML5
8 14 (9.93%) Spring
9 13 (9.22%) Apache OpenJPA
10 12 (8.51%) React
11 9 (6.38%) Gherkin
12 8 (5.67%) Drools
12 8 (5.67%) Sass
13 7 (4.96%) Node.js
Miscellaneous
1 16 (11.35%) Computer Science
2 8 (5.67%) Enterprise Software
2 8 (5.67%) User Experience
3 6 (4.26%) Analytical Skills
3 6 (4.26%) Mobile App
4 5 (3.55%) Data Structures
5 4 (2.84%) Algorithms
5 4 (2.84%) Augmented Reality
6 2 (1.42%) Fintech
6 2 (1.42%) N-Tier
7 1 (0.71%) 3D Graphics
7 1 (0.71%) Xbox
Operating Systems
1 12 (8.51%) Windows
2 11 (7.80%) Android
3 10 (7.09%) Linux
4 5 (3.55%) Apple iOS
5 2 (1.42%) Red Hat Enterprise Linux
5 2 (1.42%) Ubuntu
5 2 (1.42%) Unix
5 2 (1.42%) Windows Server
Processes & Methodologies
1 74 (52.48%) Agile Software Development
2 42 (29.79%) SOA
2 42 (29.79%) Software Engineering
2 42 (29.79%) Use Case
3 38 (26.95%) Domain Models
4 35 (24.82%) UML
5 31 (21.99%) Mentoring
6 29 (20.57%) Wireframes
7 26 (18.44%) MVC
7 26 (18.44%) OOP
8 24 (17.02%) TDD
9 22 (15.60%) OOA/OOD
9 22 (15.60%) Scrum
10 21 (14.89%) BPMN
11 19 (13.48%) Data Modelling
11 19 (13.48%) Logical Data Model
12 17 (12.06%) Stakeholder Management
13 14 (9.93%) Continuous Integration
14 13 (9.22%) SDLC
15 9 (6.38%) Presales
Programming Languages
1 77 (54.61%) Java
2 45 (31.91%) C#
2 45 (31.91%) JavaScript
3 17 (12.06%) C++
3 17 (12.06%) Python
4 14 (9.93%) SQL
5 10 (7.09%) PHP
6 6 (4.26%) GraphQL
6 6 (4.26%) PL/SQL
7 4 (2.84%) Ruby
7 4 (2.84%) VB.NET
8 3 (2.13%) C
8 3 (2.13%) Perl
9 2 (1.42%) Assembly Language
9 2 (1.42%) Bash Shell
9 2 (1.42%) Delphi
9 2 (1.42%) ES6
10 1 (0.71%) Lisp
10 1 (0.71%) Scala
10 1 (0.71%) TypeScript
Qualifications
1 25 (17.73%) Degree
2 2 (1.42%) PhD
Quality Assurance & Compliance
1 4 (2.84%) QA
System Software
1 2 (1.42%) Docker
1 2 (1.42%) Firmware
2 1 (0.71%) Virtual Machines
Systems Management
1 4 (2.84%) Opscode Chef
1 4 (2.84%) Puppet
2 2 (1.42%) Ansible
Vendors
1 22 (15.60%) Oracle
2 21 (14.89%) Microsoft
3 15 (10.64%) Red Hat
4 7 (4.96%) Google
5 4 (2.84%) Intel
6 3 (2.13%) Xamarin
7 2 (1.42%) Zend
8 1 (0.71%) Facebook
8 1 (0.71%) Sony
8 1 (0.71%) Twitter
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