Period
to 23 September 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 23 September 2018 with a comparison to the same period in the previous 2 years.

Object-Oriented (OO)
Scotland > Glasgow
6 months to
23 Sep 2018
Same period 2017 Same period 2016
Rank 16 30 22
Rank change year-on-year +14 -8 +7
Permanent jobs citing OO 268 198 247
As % of all permanent IT jobs advertised in Glasgow 12.12% 8.56% 10.51%
As % of the Processes & Methodologies category 12.82% 9.24% 11.17%
Number of salaries quoted 229 140 109
Glasgow median annual salary £50,000 £45,000 £42,500
Median salary % change year-on-year +11.11% +5.88% +6.25%
10th Percentile £32,500 £30,000 £30,600
90th Percentile £67,500 £76,250 £60,500
Scotland median annual salary £47,500 £45,000 £45,000
% change year-on-year +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 2,090 2,144 2,212
As % of all permanent IT jobs advertised in Glasgow 94.53% 92.73% 94.09%
Number of salaries quoted 1,564 1,350 1,160
Glasgow median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% -
10th Percentile £31,250 £31,250 £27,500
90th Percentile £66,250 £68,750 £60,050
Scotland median annual salary £45,750 £44,000 £44,000
% change year-on-year +3.98% - +3.53%

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 23 September 2018.

Salary histogram for OO in Glasgow

For the 6 months to 23 September 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.

1 210 (78.36%) SQL
2 171 (63.81%) Java
3 155 (57.84%) Finance
4 154 (57.46%) Python
5 138 (51.49%) NoSQL
6 137 (51.12%) Agile Software Development
7 131 (48.88%) OOP
8 122 (45.52%) PostgreSQL
9 120 (44.78%) JavaScript
10 107 (39.93%) AngularJS
11 99 (36.94%) HTML
12 93 (34.70%) TDD
13 92 (34.33%) Relational Database
14 91 (33.96%) Spring
14 91 (33.96%) C#
15 89 (33.21%) SDLC
16 83 (30.97%) XML
17 78 (29.10%) Hibernate
17 78 (29.10%) Test Automation
18 75 (27.99%) Oracle
19 74 (27.61%) BDD
20 72 (26.87%) Continuous Integration
21 68 (25.37%) Maven
21 68 (25.37%) Apache Cassandra
22 67 (25.00%) Unit Testing
23 64 (23.88%) PHP
23 64 (23.88%) Refactoring
23 64 (23.88%) Collaborative Working
24 63 (23.51%) Docker
24 63 (23.51%) MySQL

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 58 (21.64%) MQSeries
2 5 (1.87%) CMS
2 5 (1.87%) GemFire
3 4 (1.49%) Tomcat
3 4 (1.49%) WebSphere
4 3 (1.12%) Elasticsearch
4 3 (1.12%) JBoss
5 2 (0.75%) Drupal
5 2 (0.75%) Jetty
5 2 (0.75%) Oracle SOA Suite
5 2 (0.75%) WordPress
6 1 (0.37%) Apache
6 1 (0.37%) IIS
6 1 (0.37%) WebLogic
Applications
1 1 (0.37%) Microsoft Excel
Business Applications
1 5 (1.87%) Magento
Cloud Services
1 27 (10.07%) Microsoft Azure
2 7 (2.61%) Amazon AWS
3 6 (2.24%) GitHub
3 6 (2.24%) npm
4 5 (1.87%) PaaS
5 3 (1.12%) Cloud Computing
5 3 (1.12%) OpenShift
6 1 (0.37%) Azure Functions
6 1 (0.37%) SaaS
6 1 (0.37%) Serverless
Communications & Networking
1 3 (1.12%) Internet
1 3 (1.12%) SNMP
2 2 (0.75%) Intranet
3 1 (0.37%) DHCP
3 1 (0.37%) DNS
Database & Business Intelligence
1 138 (51.49%) NoSQL
2 122 (45.52%) PostgreSQL
3 92 (34.33%) Relational Database
4 68 (25.37%) Apache Cassandra
5 63 (23.51%) MySQL
6 59 (22.01%) Hadoop
7 58 (21.64%) Bigtable
8 27 (10.07%) SQL Server
9 23 (8.58%) RDBMS
10 12 (4.48%) Big Data
11 11 (4.10%) DB2
11 11 (4.10%) MongoDB
12 9 (3.36%) KDB
12 9 (3.36%) SQL Server Integration Services
13 4 (1.49%) Kdb+
14 3 (1.12%) SQL Server Reporting Services
15 2 (0.75%) Oracle Database
16 1 (0.37%) BusinessObjects
16 1 (0.37%) Couchbase
16 1 (0.37%) SQL Server 2005
Development Applications
1 68 (25.37%) Maven
2 38 (14.18%) Git (software)
3 22 (8.21%) Jenkins
4 19 (7.09%) Visual Studio
5 14 (5.22%) Subversion
6 9 (3.36%) JUnit
7 8 (2.99%) JIRA
7 8 (2.99%) SpecFlow
7 8 (2.99%) Team Foundation Server
8 7 (2.61%) Eclipse
9 6 (2.24%) Cucumber
9 6 (2.24%) NUnit
9 6 (2.24%) Selenium
9 6 (2.24%) Visual Studio Code
9 6 (2.24%) webpack
10 5 (1.87%) Ant
10 5 (1.87%) MSTest
11 4 (1.49%) Gradle
11 4 (1.49%) WebDriver
12 3 (1.12%) Appium
General
1 155 (57.84%) Finance
2 7 (2.61%) Banking
3 6 (2.24%) Retail
4 2 (0.75%) Law
4 2 (0.75%) Marketing
4 2 (0.75%) Multimedia
5 1 (0.37%) Billing
5 1 (0.37%) Front Office
5 1 (0.37%) Games
Job Titles
1 144 (53.73%) Developer
2 67 (25.00%) Java Developer
3 39 (14.55%) Python Engineer
4 28 (10.45%) Java Engineer
4 28 (10.45%) Software Engineer
5 26 (9.70%) Senior Developer
6 25 (9.33%) Technical Leader
7 17 (6.34%) Python Developer
8 15 (5.60%) .NET Developer
9 13 (4.85%) C# Developer
10 12 (4.48%) Software Developer
11 10 (3.73%) Programmer
12 9 (3.36%) Java Software Engineer
13 8 (2.99%) Junior
13 8 (2.99%) Python Programmer
13 8 (2.99%) Senior .NET Developer
13 8 (2.99%) Web Developer
14 7 (2.61%) PHP Developer
14 7 (2.61%) Python Software Engineer
15 6 (2.24%) Junior Web Developer
Libraries, Frameworks & Software Standards
1 107 (39.93%) AngularJS
2 99 (36.94%) HTML
3 91 (33.96%) Spring
4 83 (30.97%) XML
5 78 (29.10%) Hibernate
6 59 (22.01%) Middleware
7 58 (21.64%) XML Schema
8 52 (19.40%) .NET
9 36 (13.43%) CSS
10 29 (10.82%) ASP.NET
11 23 (8.58%) HTML5
12 20 (7.46%) React
13 17 (6.34%) jQuery
14 15 (5.60%) Web Services
15 14 (5.22%) CSS3
16 11 (4.10%) Ajax
16 11 (4.10%) ASP.NET Web API
16 11 (4.10%) SignalR
17 10 (3.73%) RESTful
18 9 (3.36%) JSON
Miscellaneous
1 58 (21.64%) Virtual Team
2 57 (21.27%) Enterprise Software
3 21 (7.84%) Computer Science
4 19 (7.09%) Analytical Skills
5 11 (4.10%) Greenfield Project
6 7 (2.61%) Self-Motivation
7 6 (2.24%) Data Structures
7 6 (2.24%) User Experience
8 5 (1.87%) Algorithms
9 4 (1.49%) Equity Derivative
9 4 (1.49%) Mobile App
9 4 (1.49%) Reference Data
10 3 (1.12%) Fixed Income
11 2 (0.75%) Clustering
12 1 (0.37%) Data Centre
12 1 (0.37%) Derivative
12 1 (0.37%) Fintech
12 1 (0.37%) Management Information System
Operating Systems
1 25 (9.33%) Unix
2 23 (8.58%) Linux
3 4 (1.49%) Windows
4 3 (1.12%) Apple iOS
5 2 (0.75%) Red Hat Enterprise Linux
6 1 (0.37%) Solaris
Processes & Methodologies
1 137 (51.12%) Agile Software Development
2 131 (48.88%) OOP
3 93 (34.70%) TDD
4 89 (33.21%) SDLC
5 78 (29.10%) Test Automation
6 74 (27.61%) BDD
7 72 (26.87%) Continuous Integration
8 67 (25.00%) Unit Testing
9 64 (23.88%) Collaborative Working
9 64 (23.88%) Refactoring
10 60 (22.39%) Continuous Deployment
11 59 (22.01%) System Testing
12 58 (21.64%) Complex Event Processing
12 58 (21.64%) Domain Models
13 53 (19.78%) Software Engineering
14 39 (14.55%) Problem-Solving
15 36 (13.43%) MVC
16 31 (11.57%) OOA/OOD
17 27 (10.07%) Scrum
18 25 (9.33%) Analytics
Programming Languages
1 210 (78.36%) SQL
2 171 (63.81%) Java
3 154 (57.46%) Python
4 120 (44.78%) JavaScript
5 91 (33.96%) C#
6 64 (23.88%) PHP
7 58 (21.64%) XPath
8 56 (20.90%) C++
9 32 (11.94%) Ruby
10 15 (5.60%) Java 8
11 12 (4.48%) T-SQL
12 10 (3.73%) Perl
13 9 (3.36%) PL/SQL
14 8 (2.99%) Bash Shell
15 6 (2.24%) TypeScript
16 4 (1.49%) C
16 4 (1.49%) Scala
17 3 (1.12%) Objective-C
17 3 (1.12%) PowerShell
17 3 (1.12%) VB
Qualifications
1 28 (10.45%) Degree
2 14 (5.22%) Computer Science Degree
3 3 (1.12%) ISEB
3 3 (1.12%) ISTQB
3 3 (1.12%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 16 (5.97%) QA
System Software
1 63 (23.51%) Docker
2 1 (0.37%) NFS
2 1 (0.37%) VMware Infrastructure
Systems Management
1 58 (21.64%) Ansible
1 58 (21.64%) Puppet
2 5 (1.87%) Kubernetes
3 1 (0.37%) Opscode Chef
Vendors
1 75 (27.99%) Oracle
2 25 (9.33%) Microsoft
3 19 (7.09%) Sybase
4 11 (4.10%) Xamarin
5 7 (2.61%) Avaloq
5 7 (2.61%) Fiserv
5 7 (2.61%) SAP
5 7 (2.61%) Temenos
6 5 (1.87%) Zend
7 4 (1.49%) IBM
8 2 (0.75%) Google
8 2 (0.75%) Yahoo!
9 1 (0.37%) Perforce
9 1 (0.37%) Red Hat
9 1 (0.37%) TIBCO
9 1 (0.37%) Twitter
9 1 (0.37%) VMware