Period
to 19 September 2017

The following table provides summary statistics for permanent job vacancies advertised in Glasgow 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 19 September 2017 with a comparison to the same period in the previous 2 years.

Object-Oriented (OO)
Scotland > Glasgow
6 months to
19 Sep 2017
Same period 2016 Same period 2015
Rank 28 22 29
Rank change year-on-year -6 +7 -11
Permanent jobs citing OO 199 252 217
As % of all permanent IT jobs advertised in Glasgow 8.52% 10.63% 8.46%
As % of the Processes & Methodologies category 9.28% 11.44% 9.27%
Number of salaries quoted 139 113 125
Glasgow median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £30,000 £30,000 £28,400
90th Percentile £76,250 £62,000 £65,000
Scotland median annual salary £43,750 £45,000 £40,000
% change year-on-year -2.78% +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 Glasgow with a requirement for process or methodology skills.

All Process and Methodology Skills
Glasgow
Permanent vacancies with a requirement for process or methodology skills 2144 2203 2342
As % of all permanent IT jobs advertised in Glasgow 91.74% 92.91% 91.31%
Number of salaries quoted 1338 1152 1487
Glasgow median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £31,250 £27,500 £28,750
90th Percentile £68,750 £61,250 £62,500
Scotland median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +1.19%

OO
Job Vacancy Trend in Glasgow

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

Job vacancy trend for OO in Glasgow

OO
Salary Trend in Glasgow

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

Salary trend for OO in Glasgow

OO
Salary Histogram in Glasgow

The salary distribution of IT jobs citing OO in Glasgow over the 6 months to 19 September 2017.

Salary histogram for OO in Glasgow

For the 6 months to 19 September 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 Glasgow region with a requirement for OO.

1 134 (67.34%) Java
2 97 (48.74%) Agile Software Development
3 73 (36.68%) JavaScript
4 70 (35.18%) SQL
5 67 (33.67%) TDD
6 66 (33.17%) C#
7 64 (32.16%) Finance
8 62 (31.16%) Relational Database
9 56 (28.14%) Continuous Integration
10 50 (25.13%) .NET
10 50 (25.13%) SQL Server
11 49 (24.62%) Python
12 48 (24.12%) HTML
13 46 (23.12%) MVC
14 45 (22.61%) C++
15 44 (22.11%) Big Data
16 43 (21.61%) OOD
17 42 (21.11%) Spring
18 41 (20.60%) Oracle
18 41 (20.60%) CSS
19 40 (20.10%) Git (software)
20 39 (19.60%) ASP.NET
20 39 (19.60%) Machine Learning
21 36 (18.09%) OOP
22 34 (17.09%) Client/Server
22 34 (17.09%) Robotics
23 30 (15.08%) Banking
24 28 (14.07%) Unix
25 27 (13.57%) MySQL
25 27 (13.57%) SDLC

OO
Co-occurring IT Skills in Glasgow 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 14 (7.04%) Tomcat
2 10 (5.03%) SharePoint
3 6 (3.02%) CMS
3 6 (3.02%) IIS
4 5 (2.51%) Apache
4 5 (2.51%) Apache Spark
5 4 (2.01%) WebSphere
6 3 (1.51%) WebLogic
7 2 (1.01%) Oracle SOA Suite
8 1 (0.50%) JBoss
8 1 (0.50%) Jetty
Applications
1 6 (3.02%) Adobe Illustrator
1 6 (3.02%) Photoshop
Business Applications
1 5 (2.51%) Magento
2 2 (1.01%) Eloqua
2 2 (1.01%) Oracle BPM
3 1 (0.50%) AquaLogic BPM
Cloud Services
1 8 (4.02%) Amazon AWS
1 8 (4.02%) GitHub
2 2 (1.01%) Amazon EC2
2 2 (1.01%) Microsoft Azure
3 1 (0.50%) SaaS
Communications & Networking
1 6 (3.02%) Intranet
2 1 (0.50%) HTTP
2 1 (0.50%) Internet
2 1 (0.50%) LDAP
2 1 (0.50%) SNMP
Database & Business Intelligence
1 62 (31.16%) Relational Database
2 50 (25.13%) SQL Server
3 44 (22.11%) Big Data
4 27 (13.57%) MySQL
5 20 (10.05%) NoSQL
6 19 (9.55%) PostgreSQL
7 14 (7.04%) RDBMS
8 11 (5.53%) DB2
9 7 (3.52%) MongoDB
10 6 (3.02%) Oracle Database
11 4 (2.01%) Apache Cassandra
11 4 (2.01%) HBase
12 3 (1.51%) KDB
12 3 (1.51%) Kdb+
13 2 (1.01%) Oracle Database 10g
13 2 (1.01%) Oracle Database 11g
13 2 (1.01%) Redis
14 1 (0.50%) Azure SQL Database
14 1 (0.50%) GIS
14 1 (0.50%) Hadoop
Development Applications
1 40 (20.10%) Git (software)
2 20 (10.05%) Team Foundation Server
2 20 (10.05%) Visual Studio
3 16 (8.04%) Jenkins
3 16 (8.04%) Maven
3 16 (8.04%) Moq
3 16 (8.04%) NUnit
4 13 (6.53%) JUnit
5 8 (4.02%) Subversion
6 6 (3.02%) Dreamweaver
7 4 (2.01%) Ant
7 4 (2.01%) Eclipse
7 4 (2.01%) Gradle
7 4 (2.01%) Hudson
7 4 (2.01%) TeamCity
8 3 (1.51%) DbUnit
8 3 (1.51%) JIRA
8 3 (1.51%) jMock
8 3 (1.51%) Mockito
8 3 (1.51%) SonarQube
General
1 64 (32.16%) Finance
2 30 (15.08%) Banking
3 16 (8.04%) Front Office
4 10 (5.03%) Investment Banking
5 8 (4.02%) Retail
6 4 (2.01%) Legal
6 4 (2.01%) Prime Brokerage
7 3 (1.51%) Law
8 1 (0.50%) Advertising
Job Titles
1 159 (79.90%) Developer
2 55 (27.64%) Java Developer
3 46 (23.12%) Senior Developer
4 34 (17.09%) Applications Developer
5 33 (16.58%) .NET Developer
6 31 (15.58%) Python Developer
7 19 (9.55%) Software Developer
8 15 (7.54%) C# .NET Developer
8 15 (7.54%) C# Developer
9 13 (6.53%) Big Data Developer
9 13 (6.53%) Machine Learning Developer
9 13 (6.53%) Senior Applications Developer
9 13 (6.53%) Senior Big Data Developer
10 12 (6.03%) PHP Developer
10 12 (6.03%) Senior Java Developer
11 11 (5.53%) .NET Software Developer
11 11 (5.53%) C# Software Developer
12 10 (5.03%) ASP.NET MVC Developer
12 10 (5.03%) Senior .NET Developer
13 9 (4.52%) SQL Developer
Libraries, Frameworks & Software Standards
1 50 (25.13%) .NET
2 48 (24.12%) HTML
3 42 (21.11%) Spring
4 41 (20.60%) CSS
5 39 (19.60%) ASP.NET
6 26 (13.07%) REST
7 25 (12.56%) .NET Framework
7 25 (12.56%) Hibernate
7 25 (12.56%) XML
8 24 (12.06%) Entity Framework
8 24 (12.06%) HTML5
9 23 (11.56%) SOAP
10 22 (11.06%) AngularJS
10 22 (11.06%) jQuery
11 20 (10.05%) ASP.NET MVC
12 16 (8.04%) CSS3
13 15 (7.54%) J2EE
13 15 (7.54%) RESTful
13 15 (7.54%) Web Services
13 15 (7.54%) WPF
Miscellaneous
1 34 (17.09%) Client/Server
1 34 (17.09%) Robotics
2 16 (8.04%) Greenfield Project
3 13 (6.53%) Analytical Skills
4 8 (4.02%) Computer Science
4 8 (4.02%) NHS
5 6 (3.02%) Driving Licence
5 6 (3.02%) N-Tier
5 6 (3.02%) User Experience
6 4 (2.01%) Algorithms
6 4 (2.01%) Derivative
6 4 (2.01%) Equities
6 4 (2.01%) Photography
7 3 (1.51%) Data Structures
7 3 (1.51%) Enterprise Software
7 3 (1.51%) Linux Command Line
7 3 (1.51%) Mobile App
7 3 (1.51%) OTC Derivatives
8 1 (0.50%) Data Centre
8 1 (0.50%) Renewable Energy
Operating Systems
1 28 (14.07%) Unix
2 14 (7.04%) Linux
3 1 (0.50%) Windows
Processes & Methodologies
1 97 (48.74%) Agile Software Development
2 67 (33.67%) TDD
3 56 (28.14%) Continuous Integration
4 46 (23.12%) MVC
5 43 (21.61%) OOD
6 39 (19.60%) Machine Learning
7 36 (18.09%) OOP
8 27 (13.57%) SDLC
9 26 (13.07%) Unit Testing
10 25 (12.56%) Risk Management
11 20 (10.05%) Multithreading
11 20 (10.05%) Scrum
12 17 (8.54%) Data Modelling
13 14 (7.04%) Microservices
14 13 (6.53%) Dependency Injection
14 13 (6.53%) Test Automation
15 12 (6.03%) Functional Testing
15 12 (6.03%) Software Engineering
16 11 (5.53%) Web Development
17 10 (5.03%) Enterprise Architecture
Programming Languages
1 134 (67.34%) Java
2 73 (36.68%) JavaScript
3 70 (35.18%) SQL
4 66 (33.17%) C#
5 49 (24.62%) Python
6 45 (22.61%) C++
7 18 (9.05%) PHP
8 9 (4.52%) Shell Script
9 7 (3.52%) PowerShell
10 6 (3.02%) T-SQL
11 3 (1.51%) Clojure
11 3 (1.51%) PL/SQL
12 2 (1.01%) C
12 2 (1.01%) Perl
12 2 (1.01%) VB.NET
13 1 (0.50%) Embedded C
13 1 (0.50%) GraphQL
13 1 (0.50%) XPath
Qualifications
1 21 (10.55%) Degree
2 10 (5.03%) MCAD
2 10 (5.03%) MCSD
2 10 (5.03%) MCTS
2 10 (5.03%) Microsoft Certification
3 6 (3.02%) Computer Science Degree
4 2 (1.01%) OCA
4 2 (1.01%) OCP
4 2 (1.01%) Oracle Certification
5 1 (0.50%) Security Cleared
Quality Assurance & Compliance
1 12 (6.03%) QA
2 4 (2.01%) Dodd-Frank
2 4 (2.01%) EMIR
2 4 (2.01%) MiFID
System Software
1 2 (1.01%) VMware Infrastructure
1 2 (1.01%) vSphere
2 1 (0.50%) Docker
Systems Management
1 2 (1.01%) Capistrano
2 1 (0.50%) Nagios
Vendors
1 41 (20.60%) Oracle
2 22 (11.06%) Microsoft
3 9 (4.52%) Sybase
4 7 (3.52%) Zend
5 6 (3.02%) Adobe
5 6 (3.02%) Perforce
6 4 (2.01%) IBM
6 4 (2.01%) Splunk
7 3 (1.51%) Xamarin
8 2 (1.01%) Salesforce.com
8 2 (1.01%) VMware
9 1 (0.50%) Intel