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 10 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
10 Dec 2016
Same period 2015 Same period 2014
Object-Oriented (OO)
Rank 26 30 24
Rank change year-on-year
+4 -6
Permanent jobs citing OO 171 199 274
As % of all permanent IT jobs located in Scotland 7.18% 6.46% 8.60%
As % of the Processes & Methodologies category 8.06% 7.23% 9.72%
Number of salaries quoted 119 107 186
Median salary £45,000 £40,000 £37,500
Median salary % change year-on-year
+12.50% +6.66%
90% offered a salary of more than £32,500 £30,000 £26,850
10% offered a salary of more than £60,000 £55,000 £50,000
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +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
2121 2754 2819
As % of all permanent IT jobs located in Scotland 89.12% 89.44% 88.48%
Number of salaries quoted 1326 1744 1854
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year
- +5.88%
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £65,000 £62,500 £65,000
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 10 December 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 10 December 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
Edinburgh +24 90 £49,000 +15.29% 18
Glasgow -11 55 £40,000 - 2
Dundee +2 8 £37,500 -6.25% 1
Aberdeen +5 3 £39,000 -
South Lanarkshire - 3 £32,500 -
Fife +1 2 £38,750 +1.97%
South Ayrshire - 2 - -
Stirling - 2 £47,500 -
Angus - 1 - -
Midlothian - 1 £32,500 -
OO
UK

OO
Top 30 Related IT Skills in Scotland

For the 6 months to 10 December 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.

1 192 (56.30%) Agile Software Development
2 179 (52.49%) Java
3 141 (41.35%) JavaScript
4 133 (39.00%) C#
5 116 (34.02%) HTML
6 91 (26.69%) .NET
7 83 (24.34%) SQL
8 82 (24.05%) CSS
8 82 (24.05%) Degree
9 75 (21.99%) Finance
10 74 (21.70%) Software Engineering
11 73 (21.41%) Scrum
12 71 (20.82%) OOD
13 69 (20.23%) HTML5
14 67 (19.65%) MVC
15 63 (18.48%) SQL Server
16 62 (18.18%) TDD
17 60 (17.60%) Git (software)
18 57 (16.72%) OOP
19 56 (16.42%) Oracle
19 56 (16.42%) SDLC
20 54 (15.84%) ASP.NET
21 52 (15.25%) AngularJS
22 50 (14.66%) Relational Database
23 49 (14.37%) Microsoft
24 48 (14.08%) Spring
24 48 (14.08%) Analytical Skills
25 44 (12.90%) C++
26 43 (12.61%) Python
26 43 (12.61%) Computer Science

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 20 (5.87%) Tomcat
2 16 (4.69%) JBoss
3 15 (4.40%) Oracle SOA Suite
4 12 (3.52%) CMS
5 8 (2.35%) Apache Qpid
5 8 (2.35%) Apache Spark
6 7 (2.05%) IIS
6 7 (2.05%) WebSphere
7 6 (1.76%) Drupal
8 5 (1.47%) WebLogic
8 5 (1.47%) WordPress
9 3 (0.88%) Adobe Experience Manager
9 3 (0.88%) Confluence
9 3 (0.88%) Elasticsearch
10 2 (0.59%) Umbraco
11 1 (0.29%) Apache
11 1 (0.29%) ArcGIS
11 1 (0.29%) NServiceBus
11 1 (0.29%) WebSphere Application Server
11 1 (0.29%) WebSphere Process Server
Applications
1 29 (8.50%) MS Excel
Business Applications
1 9 (2.64%) Oracle BPM
2 3 (0.88%) Magento
Cloud Services
1 19 (5.57%) Microsoft Azure
2 7 (2.05%) Amazon AWS
3 4 (1.17%) Amazon EC2
3 4 (1.17%) Amazon S3
4 3 (0.88%) Amazon ELB
4 3 (0.88%) Cloud Computing
5 2 (0.59%) Force.com
5 2 (0.59%) Google Analytics
5 2 (0.59%) SaaS
6 1 (0.29%) iTunes
Communications & Networking
1 4 (1.17%) Internet
2 3 (0.88%) Ethernet
2 3 (0.88%) SNMP
3 1 (0.29%) Network Security
3 1 (0.29%) RS-232
3 1 (0.29%) TCP/IP
Database & Business Intelligence
1 63 (18.48%) SQL Server
2 50 (14.66%) Relational Database
3 26 (7.62%) MySQL
4 21 (6.16%) RDBMS
5 11 (3.23%) NoSQL
6 9 (2.64%) DB2
7 8 (2.35%) Big Data
7 8 (2.35%) Hadoop
7 8 (2.35%) Impala
7 8 (2.35%) MongoDB
7 8 (2.35%) Spotfire
7 8 (2.35%) Sqoop
8 6 (1.76%) PostgreSQL
9 5 (1.47%) Oracle Database
10 4 (1.17%) Amazon RDS
10 4 (1.17%) Oracle Database 10g
10 4 (1.17%) Oracle Database 11g
10 4 (1.17%) Oracle Reports
10 4 (1.17%) RavenDB
10 4 (1.17%) SQLite
Development Applications
1 60 (17.60%) Git (software)
2 40 (11.73%) Subversion
3 25 (7.33%) Jenkins
4 21 (6.16%) Visual Studio
5 15 (4.40%) Eclipse
5 15 (4.40%) JIRA
5 15 (4.40%) JUnit
5 15 (4.40%) Team Foundation Server
6 14 (4.11%) Selenium
7 10 (2.93%) Maven
8 9 (2.64%) Android Studio
9 6 (1.76%) Cucumber
9 6 (1.76%) Hudson
9 6 (1.76%) MSTest
9 6 (1.76%) NUnit
9 6 (1.76%) SpecFlow
9 6 (1.76%) WebDriver
10 5 (1.47%) Genymotion
10 5 (1.47%) webpack
11 4 (1.17%) Trac
General
1 75 (21.99%) Finance
2 24 (7.04%) Banking
3 11 (3.23%) Games
3 11 (3.23%) Marketing
4 7 (2.05%) Advertising
4 7 (2.05%) Investment Banking
5 4 (1.17%) Legal
5 4 (1.17%) Retail
6 3 (0.88%) Electronics
6 3 (0.88%) Front Office
7 2 (0.59%) Law
7 2 (0.59%) Retail Banking
8 1 (0.29%) Avionics
8 1 (0.29%) Back Office
8 1 (0.29%) Prime Brokerage
8 1 (0.29%) Telecoms
Job Titles
1 218 (63.93%) Developer
2 56 (16.42%) Java Developer
3 48 (14.08%) Software Engineer
4 47 (13.78%) Senior Developer
5 44 (12.90%) .NET Developer
6 36 (10.56%) C# Developer
7 28 (8.21%) Applications Developer
8 26 (7.62%) Architect
8 26 (7.62%) C# .NET Developer
9 23 (6.74%) Lead Developer
10 21 (6.16%) Python Developer
11 20 (5.87%) PHP Developer
12 15 (4.40%) Java Engineer
12 15 (4.40%) Java Software Engineer
12 15 (4.40%) Senior C# Developer
12 15 (4.40%) Technical Architect
13 14 (4.11%) Analyst
13 14 (4.11%) Senior .NET Developer
13 14 (4.11%) Senior Java Developer
14 13 (3.81%) C# Software Engineer
Libraries, Frameworks & Software Standards
1 116 (34.02%) HTML
2 91 (26.69%) .NET
3 82 (24.05%) CSS
4 69 (20.23%) HTML5
5 54 (15.84%) ASP.NET
6 52 (15.25%) AngularJS
7 48 (14.08%) Spring
8 38 (11.14%) Hibernate
9 35 (10.26%) jQuery
10 31 (9.09%) CSS3
11 28 (8.21%) Web Services
12 26 (7.62%) XML
13 24 (7.04%) JSON
14 23 (6.74%) .NET Framework
14 23 (6.74%) J2EE
15 21 (6.16%) ASP.NET MVC
15 21 (6.16%) JSP
16 20 (5.87%) ASP.NET Web API
16 20 (5.87%) WCF
17 19 (5.57%) Symfony
Miscellaneous
1 48 (14.08%) Analytical Skills
2 43 (12.61%) Computer Science
3 23 (6.74%) Mobile App
4 19 (5.57%) User Experience
5 13 (3.81%) Derivative
5 13 (3.81%) Enterprise Software
6 12 (3.52%) Data Structures
7 11 (3.23%) Mathematics
7 11 (3.23%) Visualisation
8 10 (2.93%) Fixed Income
8 10 (2.93%) Market Risk
9 9 (2.64%) Algorithms
9 9 (2.64%) Grid Computing
9 9 (2.64%) OTC Derivatives
10 5 (1.47%) Credit Risk
10 5 (1.47%) Virtual Team
11 4 (1.17%) Animation
11 4 (1.17%) N-Tier
12 3 (0.88%) Foreign Exchange (FX)
12 3 (0.88%) Smartcard
Operating Systems
1 32 (9.38%) Linux
2 23 (6.74%) Windows
3 22 (6.45%) Android
4 21 (6.16%) Unix
5 12 (3.52%) Apple iOS
6 3 (0.88%) Windows Server
7 1 (0.29%) Red Hat Enterprise Linux
7 1 (0.29%) Ubuntu
7 1 (0.29%) VxWorks
Processes & Methodologies
1 192 (56.30%) Agile Software Development
2 74 (21.70%) Software Engineering
3 73 (21.41%) Scrum
4 71 (20.82%) OOD
5 67 (19.65%) MVC
6 62 (18.18%) TDD
7 57 (16.72%) OOP
8 56 (16.42%) SDLC
9 42 (12.32%) Web Development
10 41 (12.02%) SOA
10 41 (12.02%) Unit Testing
11 38 (11.14%) Continuous Integration
11 38 (11.14%) UML
12 37 (10.85%) Use Case
13 31 (9.09%) Mobile Development
14 28 (8.21%) OOA/OOD
15 27 (7.92%) Mentoring
16 22 (6.45%) Stakeholder Management
17 18 (5.28%) Continuous Improvement
17 18 (5.28%) Wireframes
Programming Languages
1 179 (52.49%) Java
2 141 (41.35%) JavaScript
3 133 (39.00%) C#
4 83 (24.34%) SQL
5 44 (12.90%) C++
6 43 (12.61%) Python
7 38 (11.14%) PHP
8 15 (4.40%) Delphi
8 15 (4.40%) VB.NET
9 11 (3.23%) Scala
10 10 (2.93%) Ruby
11 7 (2.05%) C
12 5 (1.47%) Apple Swift
12 5 (1.47%) VBA
13 4 (1.17%) Objective-C
13 4 (1.17%) Perl
13 4 (1.17%) PL/SQL
14 3 (0.88%) Shell Script
15 2 (0.59%) Apex Code
15 2 (0.59%) XPath
Qualifications
1 82 (24.05%) Degree
2 2 (0.59%) OCPJP
2 2 (0.59%) Postgraduate
2 2 (0.59%) SC Cleared
2 2 (0.59%) Security Cleared
2 2 (0.59%) Sun Certification
3 1 (0.29%) HP ASE
Quality Assurance & Compliance
1 7 (2.05%) QA
2 1 (0.29%) ISO 9001
2 1 (0.29%) ISO13485
2 1 (0.29%) MiFID
System Software
1 6 (1.76%) Docker
2 3 (0.88%) Firmware
2 3 (0.88%) Virtual Machines
Systems Management
1 8 (2.35%) Oozie
1 8 (2.35%) Rundeck
2 5 (1.47%) Puppet
3 2 (0.59%) Ansible
3 2 (0.59%) Opscode Chef
4 1 (0.29%) HP NNM
4 1 (0.29%) HP Operations Orchestration
4 1 (0.29%) HP SiteScope
4 1 (0.29%) HP UCMDB
Vendors
1 56 (16.42%) Oracle
2 49 (14.37%) Microsoft
3 20 (5.87%) Sybase
4 15 (4.40%) Zend
5 13 (3.81%) Xamarin
6 11 (3.23%) IBM
7 9 (2.64%) Red Hat
8 8 (2.35%) Tableau
9 4 (1.17%) Google
10 3 (0.88%) Adobe
10 3 (0.88%) Salesforce.com
11 2 (0.59%) HP
11 2 (0.59%) Intel
11 2 (0.59%) Sun
12 1 (0.29%) Cognizant
12 1 (0.29%) Informatica
12 1 (0.29%) Perforce
12 1 (0.29%) Sony
12 1 (0.29%) Terracotta
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