Period
to 12 December 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 12 December 2018 with a comparison to the same period in the previous 2 years.

Object-Oriented (OO)
Scotland > Glasgow
6 months to
12 Dec 2018
Same period 2017 Same period 2016
Rank 18 41 29
Rank change year-on-year +23 -12 -1
Permanent jobs citing OO 242 150 162
As % of all permanent IT jobs advertised in Glasgow 11.49% 6.53% 7.82%
As % of the Processes & Methodologies category 12.21% 7.05% 8.40%
Number of salaries quoted 200 106 74
Glasgow median annual salary £45,000 £43,000 £42,000
Median salary % change year-on-year +4.65% +2.38% +5.00%
10th Percentile £32,425 £31,313 £31,400
90th Percentile £65,000 £69,375 £58,750
Scotland median annual salary £47,500 £42,500 £45,000
% change year-on-year +11.76% -5.56% +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 1,982 2,127 1,928
As % of all permanent IT jobs advertised in Glasgow 94.07% 92.64% 93.10%
Number of salaries quoted 1,424 1,373 1,072
Glasgow median annual salary £46,500 £47,500 £42,500
Median salary % change year-on-year -2.11% +11.76% -
10th Percentile £31,000 £31,250 £28,750
90th Percentile £65,000 £67,250 £60,000
Scotland median annual salary £45,000 £44,500 £44,500
% change year-on-year +1.12% - +4.71%

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 12 December 2018.

Salary histogram for OO in Glasgow

For the 6 months to 12 December 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.

1 187 (77.27%) SQL
2 151 (62.40%) Java
3 129 (53.31%) Finance
4 127 (52.48%) Python
5 124 (51.24%) NoSQL
6 121 (50.00%) Agile Software Development
7 120 (49.59%) OOP
8 115 (47.52%) JavaScript
9 107 (44.21%) PostgreSQL
10 101 (41.74%) HTML
11 97 (40.08%) TDD
12 91 (37.60%) AngularJS
13 90 (37.19%) Relational Database
14 84 (34.71%) SDLC
15 82 (33.88%) C#
16 77 (31.82%) Spring
17 76 (31.40%) XML
18 74 (30.58%) BDD
19 73 (30.17%) Oracle
19 73 (30.17%) Test Automation
20 72 (29.75%) Continuous Integration
21 68 (28.10%) Hibernate
22 66 (27.27%) MySQL
22 66 (27.27%) Unit Testing
23 62 (25.62%) PHP
24 60 (24.79%) Collaborative Working
25 58 (23.97%) Docker
26 55 (22.73%) Apache Cassandra
27 54 (22.31%) Maven
28 53 (21.90%) Hadoop

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 50 (20.66%) MQSeries
2 7 (2.89%) CMS
3 5 (2.07%) Apache Spark
4 4 (1.65%) Drupal
4 4 (1.65%) WebSphere
4 4 (1.65%) WordPress
5 3 (1.24%) Tomcat
6 2 (0.83%) Cloud Foundry
6 2 (0.83%) Elasticsearch
6 2 (0.83%) GemFire
6 2 (0.83%) JBoss
6 2 (0.83%) Oracle SOA Suite
7 1 (0.41%) Apache
7 1 (0.41%) IIS
7 1 (0.41%) Jetty
7 1 (0.41%) nginx
7 1 (0.41%) WebLogic
Applications
1 1 (0.41%) Microsoft Excel
Business Applications
1 10 (4.13%) Magento
2 1 (0.41%) Payment Gateway
Cloud Services
1 26 (10.74%) Microsoft Azure
2 6 (2.48%) npm
2 6 (2.48%) TestFlight
3 5 (2.07%) Amazon AWS
3 5 (2.07%) PaaS
4 2 (0.83%) GitHub
4 2 (0.83%) OpenShift
5 1 (0.41%) Azure Functions
5 1 (0.41%) Cloud Computing
5 1 (0.41%) Google Cloud Platform
5 1 (0.41%) IaaS
5 1 (0.41%) SaaS
5 1 (0.41%) Serverless
Communications & Networking
1 5 (2.07%) AMQP
2 3 (1.24%) SNMP
3 2 (0.83%) DHCP
3 2 (0.83%) DNS
3 2 (0.83%) Internet
3 2 (0.83%) Intranet
4 1 (0.41%) TCP/IP
Database & Business Intelligence
1 124 (51.24%) NoSQL
2 107 (44.21%) PostgreSQL
3 90 (37.19%) Relational Database
4 66 (27.27%) MySQL
5 55 (22.73%) Apache Cassandra
6 53 (21.90%) Hadoop
7 50 (20.66%) Bigtable
8 30 (12.40%) SQL Server
9 27 (11.16%) RDBMS
10 17 (7.02%) Big Data
11 9 (3.72%) SQL Server Integration Services
12 8 (3.31%) MongoDB
13 3 (1.24%) SQL Server Reporting Services
14 2 (0.83%) Oracle Database
14 2 (0.83%) SQL Server 2005
15 1 (0.41%) BusinessObjects
15 1 (0.41%) DB2
15 1 (0.41%) Kdb+
15 1 (0.41%) OLTP
15 1 (0.41%) SQLPlus
Development Applications
1 54 (22.31%) Maven
2 47 (19.42%) Git (software)
3 21 (8.68%) Subversion
4 17 (7.02%) Jenkins
5 15 (6.20%) Eclipse
6 11 (4.55%) IntelliJ
6 11 (4.55%) Visual Studio
7 8 (3.31%) JIRA
8 7 (2.89%) NUnit
8 7 (2.89%) SpecFlow
8 7 (2.89%) webpack
9 6 (2.48%) CocoaPods
9 6 (2.48%) Crashlytics
9 6 (2.48%) Selenium
9 6 (2.48%) Team Foundation Server
9 6 (2.48%) Visual Studio Code
10 5 (2.07%) Ant
10 5 (2.07%) MSTest
11 4 (1.65%) Cucumber
11 4 (1.65%) WebDriver
General
1 129 (53.31%) Finance
2 7 (2.89%) Retail
3 3 (1.24%) Banking
3 3 (1.24%) Law
3 3 (1.24%) Marketing
3 3 (1.24%) Multimedia
4 1 (0.41%) Billing
4 1 (0.41%) Games
4 1 (0.41%) Investment Banking
4 1 (0.41%) Legal
Job Titles
1 122 (50.41%) Developer
2 54 (22.31%) Python Engineer
3 53 (21.90%) Java Developer
4 30 (12.40%) Java Engineer
5 24 (9.92%) Senior Developer
5 24 (9.92%) Technical Leader
6 23 (9.50%) Software Engineer
7 12 (4.96%) PHP Developer
8 11 (4.55%) .NET Developer
8 11 (4.55%) Junior
9 10 (4.13%) Python Developer
10 9 (3.72%) Senior .NET Developer
10 9 (3.72%) Software Developer
11 8 (3.31%) C# Developer
11 8 (3.31%) iOS Developer
11 8 (3.31%) Web Developer
12 7 (2.89%) Junior Developer
12 7 (2.89%) Team Leader
12 7 (2.89%) Test Engineer
13 6 (2.48%) Development Team Leader
Libraries, Frameworks & Software Standards
1 101 (41.74%) HTML
2 91 (37.60%) AngularJS
3 77 (31.82%) Spring
4 76 (31.40%) XML
5 68 (28.10%) Hibernate
6 52 (21.49%) Middleware
7 50 (20.66%) XML Schema
8 48 (19.83%) CSS
9 44 (18.18%) .NET
10 35 (14.46%) HTML5
11 25 (10.33%) CSS3
12 23 (9.50%) React
13 20 (8.26%) jQuery
14 19 (7.85%) Ajax
14 19 (7.85%) ASP.NET
14 19 (7.85%) RESTful
15 14 (5.79%) JSP
16 13 (5.37%) Web Services
17 12 (4.96%) REST
17 12 (4.96%) Symfony
Miscellaneous
1 53 (21.90%) Enterprise Software
2 50 (20.66%) Virtual Team
3 14 (5.79%) Self-Motivation
4 11 (4.55%) Analytical Skills
5 9 (3.72%) Algorithms
6 8 (3.31%) Management Information System
7 6 (2.48%) Greenfield Project
7 6 (2.48%) User Experience
8 4 (1.65%) Data Structures
8 4 (1.65%) Equity Derivative
8 4 (1.65%) Reference Data
9 3 (1.24%) Mobile App
10 2 (0.83%) Clustering
11 1 (0.41%) Cloud Native
11 1 (0.41%) Device Driver
11 1 (0.41%) Fintech
11 1 (0.41%) Fixed Income
11 1 (0.41%) Hybrid Cloud
11 1 (0.41%) Video\Live Streaming
Operating Systems
1 20 (8.26%) Linux
2 14 (5.79%) Unix
3 8 (3.31%) Apple iOS
3 8 (3.31%) Windows
4 3 (1.24%) Red Hat Enterprise Linux
5 2 (0.83%) Solaris
Processes & Methodologies
1 121 (50.00%) Agile Software Development
2 120 (49.59%) OOP
3 97 (40.08%) TDD
4 84 (34.71%) SDLC
5 74 (30.58%) BDD
6 73 (30.17%) Test Automation
7 72 (29.75%) Continuous Integration
8 66 (27.27%) Unit Testing
9 60 (24.79%) Collaborative Working
10 51 (21.07%) Refactoring
11 50 (20.66%) Complex Event Processing
11 50 (20.66%) Continuous Deployment
11 50 (20.66%) Domain Models
11 50 (20.66%) System Testing
12 42 (17.36%) Software Engineering
13 33 (13.64%) OOA/OOD
14 32 (13.22%) Analytics
15 30 (12.40%) MVC
16 29 (11.98%) Computer Science
17 28 (11.57%) Problem-Solving
Programming Languages
1 187 (77.27%) SQL
2 151 (62.40%) Java
3 127 (52.48%) Python
4 115 (47.52%) JavaScript
5 82 (33.88%) C#
6 62 (25.62%) PHP
7 50 (20.66%) XPath
8 44 (18.18%) C++
9 30 (12.40%) Ruby
10 10 (4.13%) Java 8
11 9 (3.72%) T-SQL
11 9 (3.72%) TypeScript
12 8 (3.31%) Apple Swift
12 8 (3.31%) Objective-C
13 7 (2.89%) PL/SQL
14 5 (2.07%) Bash Shell
15 4 (1.65%) C
15 4 (1.65%) Scala
16 3 (1.24%) Perl
16 3 (1.24%) VB
Qualifications
1 26 (10.74%) Degree
2 14 (5.79%) Computer Science Degree
3 2 (0.83%) ISEB
3 2 (0.83%) ISTQB
3 2 (0.83%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 24 (9.92%) QA
System Software
1 58 (23.97%) Docker
2 2 (0.83%) NFS
Systems Management
1 48 (19.83%) Ansible
1 48 (19.83%) Puppet
2 7 (2.89%) Kubernetes
3 1 (0.41%) Core Impact
3 1 (0.41%) Nessus
3 1 (0.41%) Nexpose
Vendors
1 73 (30.17%) Oracle
2 16 (6.61%) Microsoft
3 9 (3.72%) Zend
4 8 (3.31%) Sybase
5 7 (2.89%) Xamarin
6 4 (1.65%) Cognizant
6 4 (1.65%) IBM
7 3 (1.24%) Google
8 2 (0.83%) Avaloq
8 2 (0.83%) Fiserv
8 2 (0.83%) Red Hat
8 2 (0.83%) SAP
8 2 (0.83%) Temenos
8 2 (0.83%) TIBCO
8 2 (0.83%) Yahoo!
9 1 (0.41%) Apple
9 1 (0.41%) Perforce
9 1 (0.41%) Serena
9 1 (0.41%) Solace
9 1 (0.41%) Twitter