Period
to 24 February 2018

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 24 February 2018 with a comparison to the same period in the previous 2 years.

Object-Oriented (OO)
Scotland > Glasgow
6 months to
24 Feb 2018
Same period 2017 Same period 2016
Rank 36 30 25
Rank change year-on-year -6 -5 -1
Permanent jobs citing OO 163 130 236
As % of all permanent IT jobs advertised in Glasgow 7.15% 6.89% 8.73%
As % of the Processes & Methodologies category 7.67% 7.45% 9.57%
Number of salaries quoted 141 69 117
Glasgow median annual salary £45,000 £45,000 £40,000
Median salary % change year-on-year - +12.50% +6.67%
10th Percentile £30,750 £31,750 £30,000
90th Percentile £72,500 £60,000 £60,000
Scotland median annual salary £45,000 £45,000 £40,000
% change year-on-year - +12.50% +6.67%

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 2,124 1,745 2,466
As % of all permanent IT jobs advertised in Glasgow 93.12% 92.43% 91.20%
Number of salaries quoted 1,443 1,036 1,515
Glasgow median annual salary £49,000 £44,486 £42,500
Median salary % change year-on-year +10.15% +4.67% -
10th Percentile £31,500 £31,000 £28,750
90th Percentile £70,000 £61,250 £60,750
Scotland median annual salary £45,000 £45,000 £43,000
% change year-on-year - +4.65% +1.18%

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 24 February 2018.

Salary histogram for OO in Glasgow

For the 6 months to 24 February 2018, IT jobs citing OO also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Glasgow region with a requirement for OO.

1 109 (66.87%) SQL
2 99 (60.74%) Java
3 77 (47.24%) Agile Software Development
4 73 (44.79%) Python
5 67 (41.10%) JavaScript
6 63 (38.65%) C#
6 63 (38.65%) OOP
7 61 (37.42%) HTML
8 55 (33.74%) Finance
9 54 (33.13%) .NET
9 54 (33.13%) NoSQL
10 52 (31.90%) TDD
10 52 (31.90%) Spring
11 48 (29.45%) SDLC
12 47 (28.83%) PostgreSQL
13 44 (26.99%) PHP
14 43 (26.38%) Maven
14 43 (26.38%) AngularJS
15 39 (23.93%) MVC
16 38 (23.31%) Hibernate
17 37 (22.70%) Unit Testing
18 36 (22.09%) Git (software)
19 35 (21.47%) Continuous Integration
19 35 (21.47%) Docker
19 35 (21.47%) Collaborative Working
20 34 (20.86%) Relational Database
20 34 (20.86%) BDD
21 32 (19.63%) Puppet
21 32 (19.63%) MySQL
21 32 (19.63%) Ansible

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 15 (9.20%) MQSeries
2 9 (5.52%) GemFire
3 8 (4.91%) CMS
4 6 (3.68%) Tomcat
5 5 (3.07%) SharePoint
6 4 (2.45%) Apache
6 4 (2.45%) IIS
7 3 (1.84%) Jetty
8 2 (1.23%) Cloud Foundry
8 2 (1.23%) Elasticsearch
8 2 (1.23%) nginx
9 1 (0.61%) Apache Qpid
9 1 (0.61%) Apache Spark
9 1 (0.61%) JBoss
9 1 (0.61%) Joomla!
9 1 (0.61%) OpenStack
9 1 (0.61%) Tornado
9 1 (0.61%) WebLogic
9 1 (0.61%) WebSphere
9 1 (0.61%) WordPress
Business Applications
1 1 (0.61%) Dynamics AX
1 1 (0.61%) Dynamics CRM
1 1 (0.61%) Magento
Cloud Services
1 14 (8.59%) Amazon AWS
2 8 (4.91%) Cloud Computing
3 7 (4.29%) Microsoft Azure
4 2 (1.23%) Amazon EC2
4 2 (1.23%) GitHub
5 1 (0.61%) Dynamics 365
5 1 (0.61%) SaaS
Communications & Networking
1 1 (0.61%) AMQP
1 1 (0.61%) HTTP
1 1 (0.61%) SMS
1 1 (0.61%) SNMP
Database & Business Intelligence
1 54 (33.13%) NoSQL
2 47 (28.83%) PostgreSQL
3 34 (20.86%) Relational Database
4 32 (19.63%) MySQL
5 30 (18.40%) Hadoop
6 25 (15.34%) Apache Cassandra
6 25 (15.34%) SQL Server
7 15 (9.20%) Bigtable
8 9 (5.52%) Big Data
8 9 (5.52%) SQL Server Integration Services
8 9 (5.52%) SQL Server Reporting Services
9 7 (4.29%) DB2
9 7 (4.29%) MongoDB
10 6 (3.68%) RDBMS
11 1 (0.61%) Couchbase
11 1 (0.61%) Power BI
11 1 (0.61%) Redis
11 1 (0.61%) Riak
Development Applications
1 43 (26.38%) Maven
2 36 (22.09%) Git (software)
3 16 (9.82%) JUnit
4 15 (9.20%) Jenkins
5 11 (6.75%) Subversion
5 11 (6.75%) Team Foundation Server
5 11 (6.75%) Visual Studio
6 8 (4.91%) Moq
6 8 (4.91%) NUnit
7 4 (2.45%) Selenium
7 4 (2.45%) VSS/SourceSafe
8 3 (1.84%) Ant
8 3 (1.84%) Cucumber
8 3 (1.84%) Mercurial
8 3 (1.84%) PHPUnit
8 3 (1.84%) SonarQube
9 2 (1.23%) Gradle
9 2 (1.23%) Hudson
9 2 (1.23%) jMock
9 2 (1.23%) Mockito
General
1 55 (33.74%) Finance
2 8 (4.91%) Advertising
3 5 (3.07%) Banking
4 3 (1.84%) Investment Banking
4 3 (1.84%) Legal
5 2 (1.23%) Games
6 1 (0.61%) Front Office
6 1 (0.61%) Manufacturing
6 1 (0.61%) Marketing
6 1 (0.61%) Private Banking
6 1 (0.61%) Telecoms
Job Titles
1 119 (73.01%) Developer
2 59 (36.20%) Java Developer
3 26 (15.95%) .NET Developer
4 20 (12.27%) Software Developer
5 14 (8.59%) Senior Developer
6 13 (7.98%) C# Developer
7 11 (6.75%) Software Engineer
8 10 (6.13%) Java Engineer
9 7 (4.29%) C# .NET Developer
9 7 (4.29%) Java Software Engineer
10 6 (3.68%) .NET Software Developer
10 6 (3.68%) Lead Developer
10 6 (3.68%) SQL Developer
11 5 (3.07%) Consultant
11 5 (3.07%) Development Consultant
11 5 (3.07%) IT Trainer
11 5 (3.07%) Java Software Developer
11 5 (3.07%) Programmer
11 5 (3.07%) Test Engineer
11 5 (3.07%) Trainer
Libraries, Frameworks & Software Standards
1 61 (37.42%) HTML
2 54 (33.13%) .NET
3 52 (31.90%) Spring
4 43 (26.38%) AngularJS
5 38 (23.31%) Hibernate
6 29 (17.79%) ASP.NET
7 27 (16.56%) CSS
8 26 (15.95%) XML
9 17 (10.43%) ASP.NET MVC
10 16 (9.82%) Middleware
11 15 (9.20%) XML Schema
12 12 (7.36%) .NET Framework
12 12 (7.36%) Entity Framework
12 12 (7.36%) React
13 11 (6.75%) REST
14 10 (6.13%) HTML5
15 8 (4.91%) jQuery
15 8 (4.91%) RESTful
15 8 (4.91%) SOAP
16 7 (4.29%) Web Services
Miscellaneous
1 29 (17.79%) Enterprise Software
2 18 (11.04%) Virtual Team
3 12 (7.36%) Computer Science
4 8 (4.91%) Analytical Skills
4 8 (4.91%) Greenfield Project
5 7 (4.29%) Mobile App
6 5 (3.07%) Driving Licence
6 5 (3.07%) Robotics
7 4 (2.45%) Data Structures
8 3 (1.84%) Algorithms
8 3 (1.84%) Derivative
9 2 (1.23%) OTC Derivatives
9 2 (1.23%) User Experience
10 1 (0.61%) Client/Server
10 1 (0.61%) Equity Derivative
10 1 (0.61%) Fintech
10 1 (0.61%) Foreign Exchange (FX)
10 1 (0.61%) Management Information System
10 1 (0.61%) Renewable Energy
Operating Systems
1 16 (9.82%) Linux
2 13 (7.98%) Unix
3 4 (2.45%) Apple iOS
4 2 (1.23%) Windows
5 1 (0.61%) Mac OS
Processes & Methodologies
1 77 (47.24%) Agile Software Development
2 63 (38.65%) OOP
3 52 (31.90%) TDD
4 48 (29.45%) SDLC
5 39 (23.93%) MVC
6 37 (22.70%) Unit Testing
7 35 (21.47%) Collaborative Working
7 35 (21.47%) Continuous Integration
8 34 (20.86%) BDD
9 29 (17.79%) Test Automation
10 21 (12.88%) OOD
11 18 (11.04%) System Testing
12 17 (10.43%) Refactoring
12 17 (10.43%) Software Engineering
13 15 (9.20%) Complex Event Processing
13 15 (9.20%) Continuous Deployment
13 15 (9.20%) Domain Models
14 14 (8.59%) Scrum
15 13 (7.98%) Microservices
16 11 (6.75%) Web Development
Programming Languages
1 109 (66.87%) SQL
2 99 (60.74%) Java
3 73 (44.79%) Python
4 67 (41.10%) JavaScript
5 63 (38.65%) C#
6 44 (26.99%) PHP
7 16 (9.82%) C++
8 15 (9.20%) XPath
9 13 (7.98%) T-SQL
10 9 (5.52%) Ruby
11 4 (2.45%) Objective-C
11 4 (2.45%) VB
12 3 (1.84%) Bash Shell
12 3 (1.84%) Shell Script
12 3 (1.84%) Smalltalk
13 1 (0.61%) Clojure
13 1 (0.61%) Erlang
13 1 (0.61%) Haskell
13 1 (0.61%) R
13 1 (0.61%) X++
Qualifications
1 25 (15.34%) Degree
2 9 (5.52%) Computer Science Degree
3 7 (4.29%) MCAD
3 7 (4.29%) MCSD
3 7 (4.29%) MCTS
3 7 (4.29%) Microsoft Certification
4 2 (1.23%) OCA
4 2 (1.23%) OCP
4 2 (1.23%) Oracle Certification
5 1 (0.61%) Numerate Degree
Quality Assurance & Compliance
1 7 (4.29%) QA
2 2 (1.23%) Dodd-Frank
2 2 (1.23%) EMIR
2 2 (1.23%) MiFID
System Software
1 35 (21.47%) Docker
2 5 (3.07%) VMware Infrastructure
3 2 (1.23%) vSphere
4 1 (0.61%) Apache ZooKeeper
4 1 (0.61%) VirtualBox
Systems Management
1 32 (19.63%) Ansible
1 32 (19.63%) Puppet
2 3 (1.84%) Opscode Chef
3 1 (0.61%) Cobbler
3 1 (0.61%) Control-M
3 1 (0.61%) HAProxy
3 1 (0.61%) logstash
3 1 (0.61%) Nagios
Vendors
1 31 (19.02%) Oracle
2 18 (11.04%) Microsoft
3 6 (3.68%) Sybase
3 6 (3.68%) Zend
4 5 (3.07%) VMware
5 2 (1.23%) Perforce
6 1 (0.61%) Adobe
6 1 (0.61%) IBM
6 1 (0.61%) Splunk
6 1 (0.61%) TIBCO
6 1 (0.61%) Xamarin