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 27 June 2017 with a comparison to the same period in the previous 2 years.

Object-Oriented (OO)
Scotland / Edinburgh
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 37 59 43
Rank change year-on-year +22 -16  
Permanent jobs citing OO 70 37 64
As % of all permanent IT jobs advertised in Edinburgh 5.63% 3.10% 4.60%
As % of the Processes & Methodologies category 6.13% 3.38% 5.12%
Number of salaries quoted 54 31 43
Median salary £40,000 £45,000 £40,000
Median salary % change year-on-year -11.11% +12.50%  
90% offered a salary of more than £33,759 £30,000 £34,200
10% offered a salary of more than £49,250 £47,500 £50,000
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 1142 1094 1249
As % of all permanent IT job vacancies advertised in Edinburgh 91.80% 91.62% 89.79%
Number of salaries quoted 697 624 763
Median salary £45,000 £47,500 £45,000
Median salary % change year-on-year -5.26% +5.55%  
90% offered a salary of more than £30,000 £29,000 £32,500
10% offered a salary of more than £70,000 £60,000 £70,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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 27 June 2017.

Salary histogram for OO in Edinburgh

For the 6 months to 27 June 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 80 (67.23%) Agile Software Development
2 71 (59.66%) Java
3 57 (47.90%) C#
4 43 (36.13%) JavaScript
4 43 (36.13%) .NET
5 42 (35.29%) Software Engineering
6 39 (32.77%) Python
7 37 (31.09%) HTML
8 30 (25.21%) SQL
9 28 (23.53%) C++
10 26 (21.85%) Degree
11 25 (21.01%) OOP
11 25 (21.01%) Finance
12 23 (19.33%) HTML5
13 21 (17.65%) Computer Science
14 20 (16.81%) CSS
14 20 (16.81%) Mentoring
15 18 (15.13%) Oracle
15 18 (15.13%) TDD
16 16 (13.45%) Web Services
16 16 (13.45%) AngularJS
17 15 (12.61%) Windows
18 14 (11.76%) SOA
18 14 (11.76%) UML
18 14 (11.76%) JSF
18 14 (11.76%) Hibernate
18 14 (11.76%) Data Structures
18 14 (11.76%) Algorithms
18 14 (11.76%) SDLC
19 13 (10.92%) Wireframes

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 6 (5.04%) JBoss
1 6 (5.04%) Oracle SOA Suite
2 4 (3.36%) Apache
3 3 (2.52%) CMS
4 2 (1.68%) Apache Spark
5 1 (0.84%) Confluence
5 1 (0.84%) Drupal
5 1 (0.84%) IIS
5 1 (0.84%) Moodle
5 1 (0.84%) nginx
5 1 (0.84%) SAS
5 1 (0.84%) WordPress
Applications
1 1 (0.84%) Microsoft Excel
Business Applications
1 6 (5.04%) Oracle BPM
2 1 (0.84%) Magento
Cloud Services
1 3 (2.52%) Microsoft Azure
2 2 (1.68%) Amazon AWS
2 2 (1.68%) Cloud Computing
3 1 (0.84%) GitHub
3 1 (0.84%) Trello
Communications & Networking
1 2 (1.68%) SMS
2 1 (0.84%) AMQP
2 1 (0.84%) Bluetooth
2 1 (0.84%) Internet
2 1 (0.84%) Network Security
2 1 (0.84%) WLAN
Database & Business Intelligence
1 12 (10.08%) Relational Database
2 10 (8.40%) MySQL
3 4 (3.36%) SQL Server
4 3 (2.52%) Redis
5 2 (1.68%) Apache Cassandra
5 2 (1.68%) Big Data
5 2 (1.68%) Hadoop
5 2 (1.68%) MariaDB
5 2 (1.68%) PostgreSQL
5 2 (1.68%) Spatial Data
6 1 (0.84%) Data Mining
6 1 (0.84%) Data Warehouse
6 1 (0.84%) HBase
6 1 (0.84%) RDBMS
Development Applications
1 11 (9.24%) Git (software)
2 7 (5.88%) Visual Studio
3 6 (5.04%) SoapUI
4 5 (4.20%) Maven
5 4 (3.36%) Eclipse
6 3 (2.52%) Jenkins
6 3 (2.52%) JIRA
6 3 (2.52%) Mercurial
6 3 (2.52%) NetBeans
6 3 (2.52%) Selenium
6 3 (2.52%) Subversion
6 3 (2.52%) Team Foundation Server
7 2 (1.68%) JUnit
7 2 (1.68%) Mockito
7 2 (1.68%) Xcode
8 1 (0.84%) Bitbucket
8 1 (0.84%) MSTest
8 1 (0.84%) NUnit
8 1 (0.84%) PHPUnit
8 1 (0.84%) SpecFlow
General
1 25 (21.01%) Finance
2 5 (4.20%) Marketing
3 2 (1.68%) Advertising
4 1 (0.84%) Banking
4 1 (0.84%) Games
4 1 (0.84%) Retail
Job Titles
1 73 (61.34%) Developer
2 29 (24.37%) Senior Developer
3 28 (23.53%) Software Engineer
4 23 (19.33%) Java Developer
5 15 (12.61%) Architect
6 14 (11.76%) C# Developer
6 14 (11.76%) Senior Java Developer
7 13 (10.92%) .NET Developer
8 12 (10.08%) C# .NET Developer
8 12 (10.08%) Software Developer
9 10 (8.40%) Developer/Software Engineer
10 9 (7.56%) C# Software Engineer
10 9 (7.56%) Java Engineer
10 9 (7.56%) Java Software Engineer
10 9 (7.56%) Python Software Engineer
11 8 (6.72%) C++ Developer
11 8 (6.72%) Technical Architect
12 6 (5.04%) Applications Developer
12 6 (5.04%) Solutions Architect
12 6 (5.04%) Web Developer
Libraries, Frameworks & Software Standards
1 43 (36.13%) .NET
2 37 (31.09%) HTML
3 23 (19.33%) HTML5
4 20 (16.81%) CSS
5 16 (13.45%) AngularJS
5 16 (13.45%) Web Services
6 14 (11.76%) Hibernate
6 14 (11.76%) JSF
7 12 (10.08%) JPA
7 12 (10.08%) REST
7 12 (10.08%) RichFaces
8 10 (8.40%) Apache CXF
8 10 (8.40%) Spring
9 9 (7.56%) .NET Framework
9 9 (7.56%) jQuery
9 9 (7.56%) SOAP
10 8 (6.72%) MFC
11 7 (5.88%) CSS3
11 7 (5.88%) React
12 6 (5.04%) Backbone.js
Miscellaneous
1 21 (17.65%) Computer Science
2 14 (11.76%) Algorithms
2 14 (11.76%) Data Structures
3 11 (9.24%) Mobile App
4 8 (6.72%) User Experience
5 7 (5.88%) Greenfield Project
6 5 (4.20%) Analytical Skills
7 2 (1.68%) Augmented Reality
8 1 (0.84%) Enterprise Software
8 1 (0.84%) VLE
Operating Systems
1 15 (12.61%) Windows
2 13 (10.92%) Apple iOS
3 8 (6.72%) Android
4 7 (5.88%) Linux
5 1 (0.84%) Red Hat Enterprise Linux
5 1 (0.84%) Ubuntu
5 1 (0.84%) Unix
5 1 (0.84%) Windows Server
Processes & Methodologies
1 80 (67.23%) Agile Software Development
2 42 (35.29%) Software Engineering
3 25 (21.01%) OOP
4 20 (16.81%) Mentoring
5 18 (15.13%) TDD
6 14 (11.76%) SDLC
6 14 (11.76%) SOA
6 14 (11.76%) UML
7 13 (10.92%) Domain Models
7 13 (10.92%) MVC
7 13 (10.92%) Use Case
7 13 (10.92%) Wireframes
8 12 (10.08%) Front End Development
9 11 (9.24%) BPMN
9 11 (9.24%) Unit Testing
9 11 (9.24%) Web Application Development
10 9 (7.56%) OOA/OOD
10 9 (7.56%) Scrum
11 8 (6.72%) iOS Development
11 8 (6.72%) Web Development
Programming Languages
1 71 (59.66%) Java
2 57 (47.90%) C#
3 43 (36.13%) JavaScript
4 39 (32.77%) Python
5 30 (25.21%) SQL
6 28 (23.53%) C++
7 12 (10.08%) PHP
8 11 (9.24%) PL/SQL
9 8 (6.72%) Ruby
10 4 (3.36%) GraphQL
10 4 (3.36%) Lisp
10 4 (3.36%) Objective-C
11 3 (2.52%) C
12 2 (1.68%) Apple Swift
12 2 (1.68%) Perl
12 2 (1.68%) Scala
13 1 (0.84%) ActionScript
13 1 (0.84%) Bash Shell
13 1 (0.84%) Shell Script
13 1 (0.84%) TypeScript
Qualifications
1 26 (21.85%) Degree
2 6 (5.04%) Computer Science Degree
3 3 (2.52%) Numerate Degree
4 2 (1.68%) PhD
Quality Assurance & Compliance
1 1 (0.84%) QA
System Software
1 1 (0.84%) Apache Flume
1 1 (0.84%) Docker
1 1 (0.84%) HDFS
1 1 (0.84%) KVM
1 1 (0.84%) Virtual Machines
Systems Management
1 3 (2.52%) Opscode Chef
2 1 (0.84%) Capistrano
Vendors
1 18 (15.13%) Oracle
2 8 (6.72%) Red Hat
3 7 (5.88%) Microsoft
4 4 (3.36%) Xamarin
5 3 (2.52%) Google
6 2 (1.68%) Intel
7 1 (0.84%) Atlassian
7 1 (0.84%) Facebook
7 1 (0.84%) Twitter
7 1 (0.84%) Zend
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