The following table provides summary statistics for permanent job vacancies advertised in Scotland 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)
UK / Scotland
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 29 26 28
Rank change year-on-year -3 +2  
Permanent jobs citing OO 222 212 212
As % of all permanent IT jobs advertised in Scotland 8.18% 7.40% 6.80%
As % of the Processes & Methodologies category 8.95% 8.10% 7.56%
Number of salaries quoted 171 113 125
Median salary £45,000 £45,000 £40,000
Median salary % change year-on-year - +12.50%  
90% offered a salary of more than £30,000 £35,000 £28,000
10% offered a salary of more than £70,000 £53,500 £52,000
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 Scotland with a requirement for process and methodology skills.

Process & Methodology Skills
Scotland
Permanent job vacancies with a requirement for process and methodology skills 2480 2618 2803
As % of all permanent IT job vacancies advertised in Scotland 91.38% 91.35% 89.93%
Number of salaries quoted 1589 1478 1763
Median salary £45,000 £45,000 £44,000
Median salary % change year-on-year - +2.27%  
90% offered a salary of more than £31,500 £30,000 £32,000
10% offered a salary of more than £67,500 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

OO
Job Vacancy Trend in Scotland

The job posting trend of jobs advertised in Scotland 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 Scotland

OO
Salary Trend in Scotland

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

Salary trend for OO in Scotland

OO
Salary Histogram in Scotland

The salary distribution of IT jobs citing OO in Scotland over the 3 months to 27 June 2017.

Salary histogram for OO in Scotland

OO
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing OO within the Scotland region over the 3 months to 27 June 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
Glasgow 0 125 £48,500 +15.47% 11
Edinburgh +22 70 £40,000 -11.11% 10
Dundee +2 15 £35,500 -21.11% 1
West Lothian -3 6 £35,000 -
Fife +6 1 - -
Aberdeen -8 1 £50,000 +5.26%
OO
UK

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 Scotland region with a requirement for OO.

1 245 (64.64%) Java
2 205 (54.09%) Agile Software Development
3 141 (37.20%) C#
4 123 (32.45%) JavaScript
4 123 (32.45%) SQL
5 112 (29.55%) Python
6 105 (27.70%) C++
7 99 (26.12%) Finance
8 96 (25.33%) HTML
9 91 (24.01%) Relational Database
10 86 (22.69%) .NET
11 84 (22.16%) Software Engineering
12 75 (19.79%) CSS
13 73 (19.26%) OOP
14 71 (18.73%) Degree
14 71 (18.73%) TDD
15 70 (18.47%) Spring
16 67 (17.68%) OOD
17 62 (16.36%) MVC
18 59 (15.57%) Banking
19 58 (15.30%) Oracle
20 57 (15.04%) SQL Server
20 57 (15.04%) AngularJS
21 55 (14.51%) HTML5
22 52 (13.72%) Scrum
23 51 (13.46%) SDLC
24 50 (13.19%) Big Data
24 50 (13.19%) Git (software)
24 50 (13.19%) SOAP
25 49 (12.93%) Continuous Integration

OO
Co-occurring IT Skills in Scotland 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 13 (3.43%) CMS
1 13 (3.43%) Tomcat
2 11 (2.90%) Apache Spark
3 9 (2.37%) IIS
4 8 (2.11%) Apache
4 8 (2.11%) Oracle SOA Suite
5 7 (1.85%) JBoss
6 5 (1.32%) WebSphere
7 3 (0.79%) Confluence
7 3 (0.79%) Drupal
7 3 (0.79%) WebLogic
8 2 (0.53%) Joomla!
8 2 (0.53%) SharePoint
9 1 (0.26%) Jetty
9 1 (0.26%) Moodle
9 1 (0.26%) Mule
9 1 (0.26%) Mule ESB
9 1 (0.26%) nginx
9 1 (0.26%) SAS
9 1 (0.26%) WordPress
Applications
1 8 (2.11%) Adobe Illustrator
1 8 (2.11%) Photoshop
2 1 (0.26%) Microsoft Excel
Business Applications
1 6 (1.58%) Magento
1 6 (1.58%) Oracle BPM
Cloud Services
1 21 (5.54%) Microsoft Azure
2 15 (3.96%) GitHub
3 12 (3.17%) Amazon AWS
4 2 (0.53%) Cloud Computing
5 1 (0.26%) SaaS
5 1 (0.26%) Trello
Communications & Networking
1 8 (2.11%) Intranet
2 4 (1.06%) Internet
3 2 (0.53%) SMS
4 1 (0.26%) AMQP
4 1 (0.26%) Bluetooth
4 1 (0.26%) HTTP
4 1 (0.26%) LDAP
4 1 (0.26%) Network Security
4 1 (0.26%) SNMP
4 1 (0.26%) WLAN
Database & Business Intelligence
1 91 (24.01%) Relational Database
2 57 (15.04%) SQL Server
3 50 (13.19%) Big Data
4 38 (10.03%) MySQL
5 23 (6.07%) DB2
6 21 (5.54%) RDBMS
7 19 (5.01%) PostgreSQL
8 18 (4.75%) NoSQL
9 17 (4.49%) MongoDB
10 9 (2.37%) Apache Cassandra
11 8 (2.11%) KDB
11 8 (2.11%) Kdb+
12 7 (1.85%) HBase
12 7 (1.85%) Oracle Database
13 6 (1.58%) Data Warehouse
13 6 (1.58%) RavenDB
13 6 (1.58%) SQL Server 2014
14 5 (1.32%) Hadoop
15 4 (1.06%) SQL Server Analysis Services
15 4 (1.06%) SQL Server Integration Services
Development Applications
1 50 (13.19%) Git (software)
2 30 (7.92%) Jenkins
2 30 (7.92%) Maven
3 19 (5.01%) Visual Studio
4 16 (4.22%) JUnit
4 16 (4.22%) Team Foundation Server
5 11 (2.90%) Ant
5 11 (2.90%) Eclipse
5 11 (2.90%) Hudson
6 10 (2.64%) Gradle
6 10 (2.64%) Subversion
7 9 (2.37%) NUnit
7 9 (2.37%) Selenium
7 9 (2.37%) TeamCity
8 8 (2.11%) Dreamweaver
8 8 (2.11%) JIRA
8 8 (2.11%) Moq
9 6 (1.58%) Cucumber
9 6 (1.58%) SoapUI
10 4 (1.06%) Concordion
General
1 99 (26.12%) Finance
2 59 (15.57%) Banking
3 19 (5.01%) Electronics
4 16 (4.22%) Front Office
5 12 (3.17%) Investment Banking
6 8 (2.11%) Advertising
7 7 (1.85%) Marketing
7 7 (1.85%) Retail
8 5 (1.32%) Legal
9 3 (0.79%) Law
10 2 (0.53%) Games
10 2 (0.53%) Publishing
Job Titles
1 261 (68.87%) Developer
2 90 (23.75%) Java Developer
3 86 (22.69%) Senior Developer
4 54 (14.25%) Software Engineer
5 42 (11.08%) Applications Developer
6 41 (10.82%) .NET Developer
7 36 (9.50%) Python Developer
7 36 (9.50%) Senior Java Developer
8 27 (7.12%) Software Developer
9 24 (6.33%) C# Developer
10 21 (5.54%) Architect
10 21 (5.54%) C# .NET Developer
10 21 (5.54%) PHP Developer
11 17 (4.49%) Java Engineer
11 17 (4.49%) Senior Applications Developer
12 13 (3.43%) Graduate
12 13 (3.43%) Lead Developer
13 12 (3.17%) C++ Developer
13 12 (3.17%) Java Software Engineer
13 12 (3.17%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 96 (25.33%) HTML
2 86 (22.69%) .NET
3 75 (19.79%) CSS
4 70 (18.47%) Spring
5 57 (15.04%) AngularJS
6 55 (14.51%) HTML5
7 50 (13.19%) SOAP
8 48 (12.66%) jQuery
8 48 (12.66%) XML
9 47 (12.40%) Hibernate
10 38 (10.03%) ASP.NET
10 38 (10.03%) REST
11 34 (8.97%) Web Services
12 33 (8.71%) JSON
13 27 (7.12%) CSS3
14 26 (6.86%) .NET Framework
15 25 (6.60%) ASP.NET MVC
16 18 (4.75%) J2EE
17 15 (3.96%) JMS
17 15 (3.96%) RESTful
Miscellaneous
1 37 (9.76%) Computer Science
2 36 (9.50%) Greenfield Project
3 33 (8.71%) Client/Server
4 31 (8.18%) Robotics
5 21 (5.54%) Data Structures
6 20 (5.28%) Algorithms
7 17 (4.49%) User Experience
8 14 (3.69%) Analytical Skills
8 14 (3.69%) Mobile App
9 9 (2.37%) Enterprise Software
10 8 (2.11%) Derivative
10 8 (2.11%) OTC Derivatives
11 7 (1.85%) Arduino
11 7 (1.85%) Raspberry Pi
12 6 (1.58%) NHS
12 6 (1.58%) N-Tier
13 4 (1.06%) Photography
14 3 (0.79%) Embedded Systems
14 3 (0.79%) Fixed Income
14 3 (0.79%) Linux Command Line
Operating Systems
1 45 (11.87%) Linux
2 42 (11.08%) Unix
3 36 (9.50%) Windows
4 27 (7.12%) Android
5 13 (3.43%) Apple iOS
6 7 (1.85%) VxWorks
7 1 (0.26%) Red Hat Enterprise Linux
7 1 (0.26%) Ubuntu
7 1 (0.26%) Windows Server
Processes & Methodologies
1 205 (54.09%) Agile Software Development
2 84 (22.16%) Software Engineering
3 73 (19.26%) OOP
4 71 (18.73%) TDD
5 67 (17.68%) OOD
6 62 (16.36%) MVC
7 52 (13.72%) Scrum
8 51 (13.46%) SDLC
9 49 (12.93%) Continuous Integration
10 37 (9.76%) Machine Learning
10 37 (9.76%) OOA/OOD
11 35 (9.23%) Unit Testing
12 31 (8.18%) Mentoring
13 29 (7.65%) Web Development
14 27 (7.12%) Multithreading
14 27 (7.12%) Risk Management
15 26 (6.86%) Test Automation
16 23 (6.07%) Stakeholder Management
17 21 (5.54%) UML
18 20 (5.28%) Front End Development
Programming Languages
1 245 (64.64%) Java
2 141 (37.20%) C#
3 123 (32.45%) JavaScript
3 123 (32.45%) SQL
4 112 (29.55%) Python
5 105 (27.70%) C++
6 36 (9.50%) PHP
7 31 (8.18%) C
8 21 (5.54%) Shell Script
9 17 (4.49%) VB
10 14 (3.69%) PL/SQL
11 13 (3.43%) T-SQL
12 10 (2.64%) PowerShell
13 9 (2.37%) GraphQL
13 9 (2.37%) Ruby
14 8 (2.11%) Perl
15 6 (1.58%) Lisp
15 6 (1.58%) Scala
16 5 (1.32%) Objective-C
17 3 (0.79%) Embedded C
Qualifications
1 71 (18.73%) Degree
2 13 (3.43%) Computer Science Degree
3 3 (0.79%) MCAD
3 3 (0.79%) MCSD
3 3 (0.79%) MCTS
3 3 (0.79%) Microsoft Certification
3 3 (0.79%) Numerate Degree
4 2 (0.53%) PhD
4 2 (0.53%) Security Cleared
5 1 (0.26%) DV Cleared
5 1 (0.26%) OCA
5 1 (0.26%) OCP
5 1 (0.26%) Oracle Certification
5 1 (0.26%) SC Cleared
Quality Assurance & Compliance
1 9 (2.37%) MiFID
2 7 (1.85%) QA
3 6 (1.58%) Dodd-Frank
3 6 (1.58%) EMIR
System Software
1 19 (5.01%) Firmware
2 7 (1.85%) Docker
3 1 (0.26%) Apache Flume
3 1 (0.26%) HDFS
3 1 (0.26%) KVM
3 1 (0.26%) Virtual Machines
Systems Management
1 3 (0.79%) Opscode Chef
2 1 (0.26%) Capistrano
2 1 (0.26%) Nagios
Vendors
1 58 (15.30%) Oracle
2 28 (7.39%) Microsoft
3 13 (3.43%) Sybase
4 10 (2.64%) Perforce
5 9 (2.37%) Adobe
6 8 (2.11%) Red Hat
7 7 (1.85%) IBM
8 6 (1.58%) Zend
9 5 (1.32%) Intel
9 5 (1.32%) Splunk
9 5 (1.32%) Xamarin
10 4 (1.06%) Twitter
11 3 (0.79%) Google
12 2 (0.53%) Salesforce.com
13 1 (0.26%) Atlassian
13 1 (0.26%) Facebook
13 1 (0.26%) SAP
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