Period
to 17 June 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 17 June 2018 with a comparison to the same period in the previous 2 years.

Object-Oriented (OO)
Scotland > Glasgow
6 months to
17 Jun 2018
Same period 2017 Same period 2016
Rank 21 21 24
Rank change year-on-year 0 +3 +9
Permanent jobs citing OO 255 217 257
As % of all permanent IT jobs advertised in Glasgow 10.70% 10.28% 9.87%
As % of the Processes & Methodologies category 11.27% 11.04% 10.53%
Number of salaries quoted 227 139 114
Glasgow median annual salary £50,000 £48,500 £40,000
Median salary % change year-on-year +3.09% +21.25% -
10th Percentile £32,000 £30,000 £30,000
90th Percentile £70,000 £76,250 £64,750
Scotland median annual salary £50,000 £45,000 £45,000
% change year-on-year +11.11% - +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 2,262 1,966 2,441
As % of all permanent IT jobs advertised in Glasgow 94.88% 93.13% 93.74%
Number of salaries quoted 1,648 1,221 1,379
Glasgow median annual salary £47,500 £45,000 £43,000
Median salary % change year-on-year +5.56% +4.65% +1.18%
10th Percentile £31,250 £29,750 £28,250
90th Percentile £70,000 £68,750 £62,500
Scotland median annual salary £45,000 £45,000 £45,000

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 17 June 2018.

Salary histogram for OO in Glasgow

For the 6 months to 17 June 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.

1 200 (78.43%) SQL
2 167 (65.49%) Java
3 157 (61.57%) Python
4 145 (56.86%) Finance
5 135 (52.94%) NoSQL
6 122 (47.84%) Agile Software Development
7 121 (47.45%) OOP
8 115 (45.10%) PostgreSQL
9 109 (42.75%) JavaScript
10 101 (39.61%) Spring
11 95 (37.25%) HTML
12 92 (36.08%) SDLC
13 87 (34.12%) AngularJS
14 85 (33.33%) Relational Database
15 83 (32.55%) TDD
16 81 (31.76%) Hibernate
17 78 (30.59%) Oracle
18 77 (30.20%) Maven
19 76 (29.80%) Unit Testing
19 76 (29.80%) C#
20 71 (27.84%) PHP
21 70 (27.45%) Docker
22 69 (27.06%) Collaborative Working
23 67 (26.27%) XML
24 66 (25.88%) Ansible
24 66 (25.88%) BDD
24 66 (25.88%) Puppet
24 66 (25.88%) Apache Cassandra
25 65 (25.49%) MySQL
25 65 (25.49%) Test Automation

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 53 (20.78%) MQSeries
2 10 (3.92%) GemFire
3 5 (1.96%) Tomcat
4 4 (1.57%) Jetty
4 4 (1.57%) SharePoint
5 3 (1.18%) Elasticsearch
5 3 (1.18%) JBoss
6 2 (0.78%) CMS
6 2 (0.78%) nginx
6 2 (0.78%) WebSphere
7 1 (0.39%) Apache
7 1 (0.39%) Apache Qpid
7 1 (0.39%) Apache Spark
7 1 (0.39%) Cloud Foundry
7 1 (0.39%) OpenStack
7 1 (0.39%) Oracle SOA Suite
7 1 (0.39%) Tornado
7 1 (0.39%) WebLogic
Cloud Services
1 16 (6.27%) Microsoft Azure
2 10 (3.92%) Cloud Computing
3 9 (3.53%) Amazon AWS
4 6 (2.35%) GitHub
5 1 (0.39%) OpenShift
5 1 (0.39%) SaaS
5 1 (0.39%) Serverless
Communications & Networking
1 3 (1.18%) Internet
2 1 (0.39%) AMQP
2 1 (0.39%) Intranet
2 1 (0.39%) SMS
Database & Business Intelligence
1 135 (52.94%) NoSQL
2 115 (45.10%) PostgreSQL
3 85 (33.33%) Relational Database
4 66 (25.88%) Apache Cassandra
5 65 (25.49%) MySQL
6 63 (24.71%) Hadoop
7 53 (20.78%) Bigtable
8 23 (9.02%) SQL Server
9 20 (7.84%) DB2
10 19 (7.45%) RDBMS
11 14 (5.49%) MongoDB
12 9 (3.53%) KDB
13 5 (1.96%) Big Data
14 3 (1.18%) Kdb+
14 3 (1.18%) SQL Server Integration Services
14 3 (1.18%) SQL Server Reporting Services
15 1 (0.39%) Couchbase
15 1 (0.39%) Ingres
15 1 (0.39%) Redis
15 1 (0.39%) Riak
Development Applications
1 77 (30.20%) Maven
2 33 (12.94%) Git (software)
3 20 (7.84%) JUnit
4 17 (6.67%) Jenkins
5 13 (5.10%) Visual Studio
6 11 (4.31%) Subversion
7 5 (1.96%) Cucumber
7 5 (1.96%) Mercurial
7 5 (1.96%) Moq
7 5 (1.96%) NUnit
7 5 (1.96%) Selenium
7 5 (1.96%) Team Foundation Server
8 4 (1.57%) Ant
9 3 (1.18%) Gradle
9 3 (1.18%) PHPUnit
10 2 (0.78%) Eclipse
10 2 (0.78%) FitNesse
10 2 (0.78%) Hudson
11 1 (0.39%) IntelliJ
11 1 (0.39%) JMeter
General
1 145 (56.86%) Finance
2 10 (3.92%) Banking
3 3 (1.18%) Advertising
3 3 (1.18%) Front Office
4 2 (0.78%) Investment Banking
4 2 (0.78%) Legal
5 1 (0.39%) Law
5 1 (0.39%) Multimedia
5 1 (0.39%) Private Banking
5 1 (0.39%) Publishing
Job Titles
1 164 (64.31%) Developer
2 85 (33.33%) Java Developer
3 23 (9.02%) Software Developer
3 23 (9.02%) Software Engineer
4 21 (8.24%) .NET Developer
4 21 (8.24%) Java Engineer
5 18 (7.06%) C# Developer
5 18 (7.06%) Programmer
5 18 (7.06%) Python Engineer
5 18 (7.06%) Senior Developer
6 17 (6.67%) Python Developer
7 16 (6.27%) Technical Leader
8 15 (5.88%) Java Software Engineer
8 15 (5.88%) Python Programmer
9 9 (3.53%) C# .NET Developer
9 9 (3.53%) Senior Java Developer
10 8 (3.14%) C++ Software Engineer
10 8 (3.14%) Objective-C Engineer
10 8 (3.14%) Python Software Engineer
11 7 (2.75%) Senior C# Developer
Libraries, Frameworks & Software Standards
1 101 (39.61%) Spring
2 95 (37.25%) HTML
3 87 (34.12%) AngularJS
4 81 (31.76%) Hibernate
5 67 (26.27%) XML
6 53 (20.78%) Middleware
6 53 (20.78%) XML Schema
7 48 (18.82%) .NET
8 28 (10.98%) ASP.NET
9 26 (10.20%) CSS
10 15 (5.88%) React
11 11 (4.31%) REST
12 10 (3.92%) Web Services
13 9 (3.53%) .NET Framework
13 9 (3.53%) Entity Framework
13 9 (3.53%) HTML5
13 9 (3.53%) SOAP
13 9 (3.53%) Spring Boot
14 8 (3.14%) .NET Core
14 8 (3.14%) ASP.NET MVC
Miscellaneous
1 62 (24.31%) Enterprise Software
2 54 (21.18%) Virtual Team
3 14 (5.49%) Analytical Skills
4 13 (5.10%) Greenfield Project
5 8 (3.14%) Algorithms
5 8 (3.14%) Computer Science
5 8 (3.14%) Mobile App
6 7 (2.75%) Data Structures
7 6 (2.35%) User Experience
8 5 (1.96%) Robotics
9 4 (1.57%) Self-Motivation
10 3 (1.18%) Derivative
10 3 (1.18%) Fixed Income
11 2 (0.78%) Data Centre
11 2 (0.78%) OTC Derivatives
12 1 (0.39%) Clustering
12 1 (0.39%) Equity Derivative
12 1 (0.39%) Fintech
Operating Systems
1 31 (12.16%) Linux
2 24 (9.41%) Unix
3 8 (3.14%) Apple iOS
4 5 (1.96%) Windows
5 1 (0.39%) DC/OS
5 1 (0.39%) Mac OS
Processes & Methodologies
1 122 (47.84%) Agile Software Development
2 121 (47.45%) OOP
3 92 (36.08%) SDLC
4 83 (32.55%) TDD
5 76 (29.80%) Unit Testing
6 69 (27.06%) Collaborative Working
7 66 (25.88%) BDD
8 65 (25.49%) Test Automation
9 62 (24.31%) Continuous Integration
10 61 (23.92%) Refactoring
11 57 (22.35%) System Testing
12 55 (21.57%) Continuous Deployment
13 53 (20.78%) Complex Event Processing
13 53 (20.78%) Domain Models
14 40 (15.69%) MVC
14 40 (15.69%) Software Engineering
15 34 (13.33%) Problem-Solving
16 27 (10.59%) OOD
17 25 (9.80%) Scrum
18 23 (9.02%) OOA/OOD
Programming Languages
1 200 (78.43%) SQL
2 167 (65.49%) Java
3 157 (61.57%) Python
4 109 (42.75%) JavaScript
5 76 (29.80%) C#
6 71 (27.84%) PHP
7 53 (20.78%) XPath
8 46 (18.04%) C++
9 25 (9.80%) Ruby
10 13 (5.10%) Java 8
11 12 (4.71%) Perl
12 8 (3.14%) Objective-C
12 8 (3.14%) PL/SQL
12 8 (3.14%) T-SQL
13 7 (2.75%) Bash Shell
14 3 (1.18%) Groovy
15 2 (0.78%) Clojure
15 2 (0.78%) PowerShell
15 2 (0.78%) Shell Script
16 1 (0.39%) VB
Qualifications
1 20 (7.84%) Degree
2 5 (1.96%) Computer Science Degree
3 1 (0.39%) ISEB
3 1 (0.39%) ISTQB
3 1 (0.39%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 4 (1.57%) QA
2 2 (0.78%) Dodd-Frank
2 2 (0.78%) EMIR
2 2 (0.78%) MiFID
System Software
1 70 (27.45%) Docker
2 4 (1.57%) VMware Infrastructure
3 1 (0.39%) Apache ZooKeeper
3 1 (0.39%) VirtualBox
Systems Management
1 66 (25.88%) Ansible
1 66 (25.88%) Puppet
2 4 (1.57%) Kubernetes
2 4 (1.57%) Opscode Chef
3 1 (0.39%) Cobbler
3 1 (0.39%) Control-M
3 1 (0.39%) HAProxy
3 1 (0.39%) logstash
3 1 (0.39%) Marathon
3 1 (0.39%) Mesos
Vendors
1 78 (30.59%) Oracle
2 19 (7.45%) Microsoft
2 19 (7.45%) Sybase
3 8 (3.14%) Xamarin
4 7 (2.75%) Avaloq
4 7 (2.75%) Fiserv
4 7 (2.75%) SAP
4 7 (2.75%) Temenos
5 5 (1.96%) Zend
6 4 (1.57%) VMware
7 2 (0.78%) Perforce
8 1 (0.39%) Google
8 1 (0.39%) IBM
8 1 (0.39%) Splunk
8 1 (0.39%) TIBCO
8 1 (0.39%) Twitter
8 1 (0.39%) Yahoo!