Period
to 22 November 2017

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 6 months to 22 November 2017 with a comparison to the same period in the previous 2 years.

Object-Oriented (OO)
Scotland > Edinburgh
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 64 43 40
Rank change year-on-year -21 -3 -7
Permanent jobs citing OO 101 112 153
As % of all permanent IT jobs advertised in Edinburgh 3.72% 4.79% 5.06%
As % of the Processes & Methodologies category 4.08% 5.18% 5.51%
Number of salaries quoted 70 94 98
Edinburgh median annual salary £45,000 £47,500 £42,500
Median salary % change year-on-year -5.26% +11.76% +6.25%
10th Percentile £32,321 £31,900 £26,475
90th Percentile £63,750 £62,500 £55,000
Scotland median annual salary £42,500 £45,000 £40,000
% change year-on-year -5.56% +12.50% -

OO 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 Edinburgh with a requirement for process or methodology skills.

All Process and Methodology Skills
Edinburgh
Permanent vacancies with a requirement for process or methodology skills 2473 2163 2776
As % of all permanent IT jobs advertised in Edinburgh 91.02% 92.59% 91.74%
Number of salaries quoted 1493 1404 1751
Edinburgh median annual salary £42,500 £45,000 £43,500
Median salary % change year-on-year -5.56% +3.45% +3.57%
10th Percentile £27,000 £29,750 £27,500
90th Percentile £66,250 £70,000 £65,000
Scotland median annual salary £45,000 £44,500 £42,500
% change year-on-year +1.12% +4.71% +2.41%

OO
Job Vacancy Trend in Edinburgh

Job postings citing OO as a percentage of all IT jobs advertised in Edinburgh.

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 6 months to 22 November 2017.

Salary histogram for OO in Edinburgh

For the 6 months to 22 November 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 78 (77.23%) Agile Software Development
2 62 (61.39%) Java
3 43 (42.57%) C#
3 43 (42.57%) Software Engineering
4 37 (36.63%) JavaScript
5 33 (32.67%) .NET
6 29 (28.71%) Degree
7 27 (26.73%) C++
8 25 (24.75%) HTML
8 25 (24.75%) SQL
9 23 (22.77%) Python
10 22 (21.78%) Computer Science
11 21 (20.79%) SDLC
11 21 (20.79%) Scrum
12 19 (18.81%) Mentoring
13 18 (17.82%) Finance
13 18 (17.82%) OOP
14 17 (16.83%) REST
15 16 (15.84%) AngularJS
15 16 (15.84%) Git (software)
15 16 (15.84%) OOD
16 15 (14.85%) MVC
16 15 (14.85%) HTML5
17 14 (13.86%) Mathematics
17 14 (13.86%) CSS
18 13 (12.87%) Web Services
18 13 (12.87%) TDD
19 12 (11.88%) SOAP
19 12 (11.88%) Linux
19 12 (11.88%) Oracle

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 4 (3.96%) JBoss
1 4 (3.96%) Tomcat
2 3 (2.97%) IIS
3 2 (1.98%) SAS
4 1 (0.99%) Apache
4 1 (0.99%) CMS
4 1 (0.99%) Confluence
4 1 (0.99%) Elasticsearch
4 1 (0.99%) Moodle
4 1 (0.99%) Umbraco
Business Applications
1 1 (0.99%) Magento
Cloud Services
1 7 (6.93%) Amazon AWS
2 4 (3.96%) Amazon EC2
2 4 (3.96%) IaaS
3 2 (1.98%) GitHub
3 2 (1.98%) Google Cloud Platform
3 2 (1.98%) SaaS
4 1 (0.99%) Microsoft Azure
Communications & Networking
1 9 (8.91%) SMS
2 6 (5.94%) AMQP
3 2 (1.98%) Internet
4 1 (0.99%) Bluetooth
4 1 (0.99%) HTTP
4 1 (0.99%) RTSP
4 1 (0.99%) SSH
4 1 (0.99%) SSL
4 1 (0.99%) WLAN
Database & Business Intelligence
1 7 (6.93%) SQL Server
2 6 (5.94%) MySQL
2 6 (5.94%) PostgreSQL
3 4 (3.96%) Relational Database
4 3 (2.97%) NoSQL
4 3 (2.97%) SQL Server Integration Services
5 2 (1.98%) Redis
5 2 (1.98%) Spatial Data
6 1 (0.99%) Oracle Database
Development Applications
1 16 (15.84%) Git (software)
2 5 (4.95%) Visual Studio
3 4 (3.96%) Cucumber
3 4 (3.96%) Eclipse
3 4 (3.96%) Maven
4 3 (2.97%) JIRA
4 3 (2.97%) NetBeans
4 3 (2.97%) SoapUI
5 2 (1.98%) Jenkins
5 2 (1.98%) Rational DOORS
5 2 (1.98%) Team Foundation Server
6 1 (0.99%) Mocha
6 1 (0.99%) Rational Rhapsody
6 1 (0.99%) Subversion
6 1 (0.99%) TeamCity
6 1 (0.99%) Xcode
General
1 18 (17.82%) Finance
2 6 (5.94%) Banking
3 4 (3.96%) Advertising
4 3 (2.97%) Marketing
5 1 (0.99%) Aerospace
5 1 (0.99%) Avionics
5 1 (0.99%) Legal
5 1 (0.99%) Manufacturing
Job Titles
1 64 (63.37%) Developer
2 28 (27.72%) Software Engineer
3 20 (19.80%) Java Developer
4 19 (18.81%) Senior Developer
5 16 (15.84%) .NET Developer
6 15 (14.85%) C# Developer
7 14 (13.86%) C# .NET Developer
8 10 (9.90%) Software Developer
9 9 (8.91%) C++ Software Engineer
9 9 (8.91%) Java Engineer
9 9 (8.91%) Lead Developer
9 9 (8.91%) Linux Engineer
10 7 (6.93%) Java Software Engineer
10 7 (6.93%) PHP Developer
10 7 (6.93%) Senior Java Developer
10 7 (6.93%) Senior Software Engineer
11 6 (5.94%) Lead Java Developer
12 5 (4.95%) C# Software Engineer
12 5 (4.95%) Lead .NET Developer
12 5 (4.95%) Python Software Engineer
Libraries, Frameworks & Software Standards
1 33 (32.67%) .NET
2 25 (24.75%) HTML
3 17 (16.83%) REST
4 16 (15.84%) AngularJS
5 15 (14.85%) HTML5
6 14 (13.86%) CSS
7 13 (12.87%) Web Services
8 12 (11.88%) React
8 12 (11.88%) SOAP
9 11 (10.89%) Spring
10 9 (8.91%) .NET Framework
10 9 (8.91%) XML
11 8 (7.92%) RESTful
12 6 (5.94%) ASP.NET
12 6 (5.94%) ASP.NET MVC
12 6 (5.94%) OpenGL
12 6 (5.94%) Qt
12 6 (5.94%) ZeroMQ
13 5 (4.95%) jQuery
13 5 (4.95%) Node.js
Miscellaneous
1 22 (21.78%) Computer Science
2 9 (8.91%) Algorithms
2 9 (8.91%) Data Structures
2 9 (8.91%) Mobile App
3 5 (4.95%) Analytical Skills
4 4 (3.96%) Greenfield Project
5 3 (2.97%) User Experience
6 2 (1.98%) Fintech
7 1 (0.99%) Enterprise Software
7 1 (0.99%) VLE
7 1 (0.99%) Xbox
Operating Systems
1 12 (11.88%) Linux
2 9 (8.91%) Apple iOS
3 8 (7.92%) Windows
4 5 (4.95%) Android
5 3 (2.97%) Embedded Linux
6 1 (0.99%) Unix
6 1 (0.99%) VxWorks
6 1 (0.99%) Windows Server
Processes & Methodologies
1 78 (77.23%) Agile Software Development
2 43 (42.57%) Software Engineering
3 21 (20.79%) Scrum
3 21 (20.79%) SDLC
4 19 (18.81%) Mentoring
5 18 (17.82%) OOP
6 16 (15.84%) OOD
7 15 (14.85%) MVC
8 14 (13.86%) Mathematics
9 13 (12.87%) TDD
10 11 (10.89%) Unit Testing
11 10 (9.90%) DevOps
12 9 (8.91%) Continuous Integration
12 9 (8.91%) Web Development
13 7 (6.93%) Requirements Analysis
14 6 (5.94%) Front End Development
14 6 (5.94%) Web Application Development
15 5 (4.95%) BDD
15 5 (4.95%) Coaching
16 4 (3.96%) iOS Development
Programming Languages
1 62 (61.39%) Java
2 43 (42.57%) C#
3 37 (36.63%) JavaScript
4 27 (26.73%) C++
5 25 (24.75%) SQL
6 23 (22.77%) Python
7 11 (10.89%) PHP
8 9 (8.91%) PL/SQL
9 7 (6.93%) Ruby
10 6 (5.94%) C
11 4 (3.96%) Lisp
11 4 (3.96%) Perl
11 4 (3.96%) Scala
12 3 (2.97%) R
13 2 (1.98%) Apple Swift
13 2 (1.98%) ES6
13 2 (1.98%) Go
13 2 (1.98%) MATLAB
13 2 (1.98%) Objective-C
14 1 (0.99%) Lua
Qualifications
1 29 (28.71%) Degree
2 11 (10.89%) Computer Science Degree
3 4 (3.96%) Numerate Degree
4 1 (0.99%) PhD
4 1 (0.99%) Postgraduate
System Software
1 3 (2.97%) Docker
2 2 (1.98%) Firmware
Systems Management
1 2 (1.98%) Opscode Chef
2 1 (0.99%) Kubernetes
Vendors
1 12 (11.88%) Oracle
2 7 (6.93%) Microsoft
3 4 (3.96%) Google
3 4 (3.96%) Xamarin
4 1 (0.99%) Intel
4 1 (0.99%) Red Hat
4 1 (0.99%) Sony