The table below looks at the statistics for OO skills in IT jobs advertised for the Scotland region. Included is a guide to the salaries offered in IT jobs that have cited OO over the 3 months to 25 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Aug 2016
Same period 2015 Same period 2014
Object-Oriented (OO)
Rank 36 27 30
Rank change year-on-year
-9 +3
Permanent jobs citing OO 172 249 271
As % of all permanent IT jobs located in Scotland 6.15% 7.62% 7.26%
As % of the Processes & Methodologies category 6.86% 8.42% 8.41%
Number of salaries quoted 94 146 183
Median salary £45,000 £40,000 £40,000
Median salary % change year-on-year
+12.50% -
90% offered a salary of more than £35,000 £28,750 £28,500
10% offered a salary of more than £55,000 £57,500 £55,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -
OO
UK

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Scotland region.

Processes & Methodologies Category
Scotland
Permanent IT job ads with a match in the
Processes & Methodologies category
2509 2959 3221
As % of all permanent IT jobs located in Scotland 89.70% 90.60% 86.26%
Number of salaries quoted 1492 1882 2104
Median salary £45,000 £44,500 £42,000
Median salary % change year-on-year
+1.12% +5.95%
90% offered a salary of more than £30,000 £32,000 £30,000
10% offered a salary of more than £65,000 £60,000 £62,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

OO
Jobs Demand Trend in Scotland

The demand trend of job ads across the Scotland region citing OO as a proportion of all IT jobs with a match in the Processes & Methodologies category.

OO Jobs Demand Trend in Scotland

OO
Salary Trend in Scotland

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

OO Salary Trend in Scotland

OO
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing OO across the Scotland region over the 3 months to 25 August 2016.

OO Salary Histogram 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 25 August 2016. 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
(Click see detailed
statistics and trends)
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 +3 111 £42,000 -2.89% 11
Edinburgh -29 35 £47,500 +18.75% 9
Stirling 0 8 £52,500 +87.50%
Aberdeen +7 5 £43,500 -13.00%
West Lothian 0 4 £37,500 -37.50%
Fife -2 3 £35,000 -7.89% 1
Dundee +7 2 £40,000 +5.26%
South Lanarkshire - 2 - -
North Lanarkshire - 1 £45,000 -
OO
UK

OO
Top 30 Related IT Skills in Scotland

For the 6 months to 25 August 2016, 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.

1 243 (62.31%) Java
2 204 (52.31%) Agile Software Development
3 154 (39.49%) HTML
4 153 (39.23%) JavaScript
5 117 (30.00%) SQL
5 117 (30.00%) CSS
6 114 (29.23%) C#
7 110 (28.21%) HTML5
8 102 (26.15%) Finance
9 100 (25.64%) Degree
10 97 (24.87%) Scrum
11 95 (24.36%) Unit Testing
12 90 (23.08%) TDD
13 89 (22.82%) .NET
13 89 (22.82%) Analytical Skills
14 88 (22.56%) Python
15 84 (21.54%) Oracle
16 83 (21.28%) SDLC
17 78 (20.00%) Subversion
18 74 (18.97%) OOD
19 73 (18.72%) Spring
19 73 (18.72%) Software Engineering
20 70 (17.95%) Git (software)
20 70 (17.95%) Relational Database
21 66 (16.92%) REST
22 63 (16.15%) CSS3
22 63 (16.15%) JSON
22 63 (16.15%) XML
22 63 (16.15%) SQL Server
23 61 (15.64%) C++

OO
Top Related 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 29 (7.44%) Adobe Experience Manager
1 29 (7.44%) Tomcat
2 15 (3.85%) Apache Spark
3 13 (3.33%) CMS
4 12 (3.08%) JBoss
5 7 (1.79%) Apache Qpid
5 7 (1.79%) GemFire
5 7 (1.79%) Oracle Coherence
6 6 (1.54%) Mule
6 6 (1.54%) WebSphere
7 5 (1.28%) IIS
7 5 (1.28%) WebLogic
8 4 (1.03%) Apache
8 4 (1.03%) Sitecore CMS
9 3 (0.77%) Confluence
9 3 (0.77%) SAS
9 3 (0.77%) SharePoint
10 2 (0.51%) Drupal
11 1 (0.26%) NServiceBus
11 1 (0.26%) Umbraco
Applications
1 24 (6.15%) MS Excel
2 3 (0.77%) MS Office
3 2 (0.51%) S-PLUS
4 1 (0.26%) GIMP
4 1 (0.26%) Photoshop
Business Applications
1 8 (2.05%) Magento
2 3 (0.77%) Eikon
2 3 (0.77%) RMDS
Cloud Services
1 6 (1.54%) Microsoft Azure
2 5 (1.28%) GitHub
2 5 (1.28%) IBM Cloud
3 4 (1.03%) Amazon AWS
4 3 (0.77%) IaaS
5 1 (0.26%) SaaS
Communications & Networking
1 5 (1.28%) MQTT
2 4 (1.03%) Ethernet
3 2 (0.51%) Internet
4 1 (0.26%) Modbus
4 1 (0.26%) RS-232
4 1 (0.26%) SNMP
4 1 (0.26%) TCP/IP
Database & Business Intelligence
1 70 (17.95%) Relational Database
2 63 (16.15%) SQL Server
3 40 (10.26%) RDBMS
4 19 (4.87%) Big Data
5 17 (4.36%) Hadoop
6 16 (4.10%) MySQL
7 12 (3.08%) DB2
7 12 (3.08%) Impala
7 12 (3.08%) Spotfire
7 12 (3.08%) Sqoop
8 9 (2.31%) Oracle Database
9 7 (1.79%) Oracle Database 10g
9 7 (1.79%) Oracle Database 11g
10 5 (1.28%) MongoDB
10 5 (1.28%) NoSQL
11 4 (1.03%) MarkLogic
12 3 (0.77%) Apache Hive
12 3 (0.77%) MS Access
12 3 (0.77%) OrientDB
13 2 (0.51%) PostgreSQL
Development Applications
1 78 (20.00%) Subversion
2 70 (17.95%) Git (software)
3 51 (13.08%) Eclipse
4 38 (9.74%) Jenkins
5 34 (8.72%) JUnit
6 25 (6.41%) Maven
7 21 (5.38%) JIRA
8 14 (3.59%) Mockito
9 12 (3.08%) Xcode
10 11 (2.82%) Selenium
10 11 (2.82%) Visual Studio
11 10 (2.56%) Cucumber
11 10 (2.56%) JBehave
12 9 (2.31%) TeamCity
13 7 (1.79%) Concordion
14 6 (1.54%) IntelliJ
15 5 (1.28%) Eclipse RCP
15 5 (1.28%) JMeter
16 4 (1.03%) Firebug
16 4 (1.03%) JSUnit
General
1 102 (26.15%) Finance
2 49 (12.56%) Banking
3 14 (3.59%) Front Office
4 13 (3.33%) Investment Banking
5 9 (2.31%) Private Banking
6 7 (1.79%) Games
6 7 (1.79%) Retail
7 6 (1.54%) German Language
7 6 (1.54%) Italian Language
8 3 (0.77%) Avionics
8 3 (0.77%) Electronics
8 3 (0.77%) Financial Institution
8 3 (0.77%) Manufacturing
9 2 (0.51%) Back Office
9 2 (0.51%) Law
9 2 (0.51%) Pharmaceutical
10 1 (0.26%) Advertising
10 1 (0.26%) Automotive
10 1 (0.26%) Legal
10 1 (0.26%) Telecoms
Job Titles
1 293 (75.13%) Developer
2 92 (23.59%) Java Developer
3 56 (14.36%) Senior Developer
4 39 (10.00%) .NET Developer
4 39 (10.00%) Lead Developer
4 39 (10.00%) Software Engineer
5 35 (8.97%) Python Developer
6 34 (8.72%) Applications Developer
7 26 (6.67%) Senior Java Developer
8 25 (6.41%) C# Developer
9 22 (5.64%) Web Developer
10 21 (5.38%) Software Developer
11 20 (5.13%) C# .NET Developer
12 17 (4.36%) Analyst
12 17 (4.36%) Big Data Developer
12 17 (4.36%) Lead Java Developer
13 16 (4.10%) Mobile Developer
14 15 (3.85%) iOS Developer
15 14 (3.59%) PHP Developer
16 13 (3.33%) Senior .NET Developer
Libraries, Frameworks & Software Standards
1 154 (39.49%) HTML
2 117 (30.00%) CSS
3 110 (28.21%) HTML5
4 89 (22.82%) .NET
5 73 (18.72%) Spring
6 66 (16.92%) REST
7 63 (16.15%) CSS3
7 63 (16.15%) JSON
7 63 (16.15%) XML
8 51 (13.08%) AngularJS
9 48 (12.31%) jQuery
10 41 (10.51%) JSP
11 39 (10.00%) Sass
12 35 (8.97%) Web Services
13 32 (8.21%) Hibernate
14 30 (7.69%) J2EE
14 30 (7.69%) SOAP
15 29 (7.44%) ASP.NET
16 27 (6.92%) JMS
16 27 (6.92%) RESTful
Miscellaneous
1 89 (22.82%) Analytical Skills
2 60 (15.38%) Computer Science
3 34 (8.72%) Derivative
4 31 (7.95%) User Experience
5 28 (7.18%) Mobile App
6 26 (6.67%) OTC Derivatives
7 23 (5.90%) Fixed Income
8 21 (5.38%) Grid Computing
8 21 (5.38%) Market Risk
9 19 (4.87%) Credit Risk
9 19 (4.87%) Virtual Team
10 18 (4.62%) Visualisation
11 15 (3.85%) Foreign Exchange (FX)
12 10 (2.56%) Mathematics
13 9 (2.31%) Equities
13 9 (2.31%) Reference Data
14 8 (2.05%) Data Structures
15 6 (1.54%) Physics
16 5 (1.28%) Enterprise Software
16 5 (1.28%) Statistics
Operating Systems
1 38 (9.74%) Linux
2 34 (8.72%) Windows
3 32 (8.21%) Android
3 32 (8.21%) Apple iOS
4 28 (7.18%) Unix
5 3 (0.77%) Windows 7
6 1 (0.26%) Solaris
6 1 (0.26%) VxWorks
6 1 (0.26%) Windows Server
Processes & Methodologies
1 204 (52.31%) Agile Software Development
2 97 (24.87%) Scrum
3 95 (24.36%) Unit Testing
4 90 (23.08%) TDD
5 83 (21.28%) SDLC
6 74 (18.97%) OOD
7 73 (18.72%) Software Engineering
8 61 (15.64%) OOP
9 55 (14.10%) BDD
10 49 (12.56%) MVC
11 42 (10.77%) Web Development
12 36 (9.23%) Mobile Development
13 33 (8.46%) Mentoring
14 31 (7.95%) Continuous Integration
15 23 (5.90%) Integration Testing
16 21 (5.38%) Multithreading
17 20 (5.13%) OOA/OOD
18 19 (4.87%) Data Analysis
18 19 (4.87%) Monte Carlo Method
18 19 (4.87%) UML
Programming Languages
1 243 (62.31%) Java
2 153 (39.23%) JavaScript
3 117 (30.00%) SQL
4 114 (29.23%) C#
5 88 (22.56%) Python
6 61 (15.64%) C++
7 55 (14.10%) PHP
8 22 (5.64%) Apple Swift
9 18 (4.62%) Scala
10 14 (3.59%) PL/SQL
11 12 (3.08%) VB.NET
11 12 (3.08%) VBA
12 10 (2.56%) Delphi
13 9 (2.31%) Perl
14 8 (2.05%) C
14 8 (2.05%) Ruby
15 4 (1.03%) Shell Script
16 3 (0.77%) MATLAB
16 3 (0.77%) Objective-C
17 2 (0.51%) T-SQL
Qualifications
1 100 (25.64%) Degree
2 4 (1.03%) MCP
3 3 (0.77%) PhD
3 3 (0.77%) SC Cleared
3 3 (0.77%) Security Cleared
4 2 (0.51%) OCPJP
4 2 (0.51%) Sun Certification
5 1 (0.26%) Postgraduate
Quality Assurance & Compliance
1 11 (2.82%) QA
2 1 (0.26%) ISO 9001
2 1 (0.26%) ISO13485
System Software
1 4 (1.03%) Virtual Machines
2 3 (0.77%) Firmware
3 2 (0.51%) Docker
Systems Management
1 12 (3.08%) Oozie
1 12 (3.08%) Rundeck
2 3 (0.77%) Ansible
3 1 (0.26%) Opscode Chef
3 1 (0.26%) Puppet
3 1 (0.26%) Tivoli
Vendors
1 84 (21.54%) Oracle
2 39 (10.00%) Sybase
3 36 (9.23%) Microsoft
4 29 (7.44%) Adobe
5 16 (4.10%) IBM
6 15 (3.85%) Xamarin
7 14 (3.59%) Zend
8 12 (3.08%) Tableau
9 9 (2.31%) Apple
10 4 (1.03%) Cognizant
10 4 (1.03%) Informatica
10 4 (1.03%) Sitecore
11 3 (0.77%) Reuters
11 3 (0.77%) Terracotta
12 2 (0.51%) Atlassian
12 2 (0.51%) Sun
13 1 (0.26%) Bloomberg
13 1 (0.26%) HP
13 1 (0.26%) Salesforce.com
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