Period
to 20 September 2018

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh 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 20 September 2018 with a comparison to the same period in the previous 2 years.

Object-Oriented (OO)
Scotland > Edinburgh
6 months to
20 Sep 2018
Same period 2017 Same period 2016
Rank 30 55 62
Rank change year-on-year +25 +7 -17
Permanent jobs citing OO 173 119 87
As % of all permanent IT jobs advertised in Edinburgh 6.86% 4.51% 3.65%
As % of the Processes & Methodologies category 7.35% 4.85% 3.92%
Number of salaries quoted 131 87 78
Edinburgh median annual salary £50,000 £40,000 £45,000
Median salary % change year-on-year +25.00% -11.11% +12.50%
10th Percentile £32,000 £30,714 £30,000
90th Percentile £70,000 £55,000 £55,000
Scotland median annual salary £50,000 £43,750 £45,000
% change year-on-year +14.29% -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 Edinburgh with a requirement for process or methodology skills.

All Process and Methodology Skills
Edinburgh
Permanent vacancies with a requirement for process or methodology skills 2,355 2,454 2,220
As % of all permanent IT jobs advertised in Edinburgh 93.34% 93.06% 93.12%
Number of salaries quoted 1,455 1,485 1,409
Edinburgh median annual salary £47,500 £42,500 £45,000
Median salary % change year-on-year +11.76% -5.56% +2.86%
10th Percentile £29,250 £27,500 £27,000
90th Percentile £75,000 £67,500 £70,000
Scotland median annual salary £45,500 £44,000 £44,500
% change year-on-year +3.41% -1.12% +4.71%

OO
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for OO in Edinburgh

OO
Salary Trend in Edinburgh

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

Salary trend for OO in Edinburgh

OO
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing OO in Edinburgh over the 6 months to 20 September 2018.

Salary histogram for OO in Edinburgh

For the 6 months to 20 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 Edinburgh region with a requirement for OO.

1 96 (55.49%) Java
2 95 (54.91%) Agile Software Development
3 90 (52.02%) C#
4 76 (43.93%) JavaScript
5 64 (36.99%) .NET
6 55 (31.79%) Software Engineering
7 53 (30.64%) Continuous Integration
7 53 (30.64%) SQL
8 51 (29.48%) AngularJS
9 42 (24.28%) SQL Server
10 40 (23.12%) Scrum
11 39 (22.54%) Git (software)
12 38 (21.97%) MVC
13 37 (21.39%) Test Automation
13 37 (21.39%) TDD
13 37 (21.39%) Degree
14 36 (20.81%) Python
15 33 (19.08%) Problem-Solving
16 28 (16.18%) HTML
16 28 (16.18%) Unit Testing
16 28 (16.18%) Decision-Making
17 27 (15.61%) ASP.NET Web API
18 26 (15.03%) ASP.NET
19 25 (14.45%) CSS
19 25 (14.45%) Finance
20 23 (13.29%) Visual Studio
20 23 (13.29%) Team Foundation Server
21 22 (12.72%) Enterprise Software
22 21 (12.14%) REST
22 21 (12.14%) Microservices

OO
Co-occurring IT Skills in Edinburgh 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 11 (6.36%) JBoss
2 10 (5.78%) IIS
3 8 (4.62%) Elasticsearch
4 6 (3.47%) Apache
4 6 (3.47%) Apache Spark
5 2 (1.16%) Apache Pig
5 2 (1.16%) CMS
5 2 (1.16%) Oracle SOA Suite
6 1 (0.58%) Moodle
6 1 (0.58%) MS Exchange
6 1 (0.58%) Oracle Workflow
6 1 (0.58%) SAS
6 1 (0.58%) SharePoint
6 1 (0.58%) Tomcat
6 1 (0.58%) Umbraco
6 1 (0.58%) WordPress
Applications
1 1 (0.58%) Microsoft Office
1 1 (0.58%) Simulink
Business Applications
1 7 (4.05%) BusinessWorks
2 1 (0.58%) Salesforce.com CRM
Cloud Services
1 15 (8.67%) Microsoft Azure
2 14 (8.09%) Amazon AWS
3 9 (5.20%) GitHub
3 9 (5.20%) SaaS
4 3 (1.73%) Amazon EC2
5 2 (1.16%) Amazon CloudWatch
5 2 (1.16%) Amazon EMR
5 2 (1.16%) Amazon S3
5 2 (1.16%) AWS CloudFormation
5 2 (1.16%) AWS CodePipeline
5 2 (1.16%) AWS Elastic Beanstalk
5 2 (1.16%) AWS Lambda
5 2 (1.16%) Datadog
5 2 (1.16%) Serverless
5 2 (1.16%) Sumo Logic
Communications & Networking
1 4 (2.31%) Internet
1 4 (2.31%) SMS
2 1 (0.58%) DHCP
2 1 (0.58%) DNS
2 1 (0.58%) TCP/IP
2 1 (0.58%) VPN
2 1 (0.58%) X.25
Database & Business Intelligence
1 42 (24.28%) SQL Server
2 12 (6.94%) Relational Database
3 11 (6.36%) NoSQL
4 7 (4.05%) MySQL
5 4 (2.31%) Oracle Database
6 3 (1.73%) Redis
7 2 (1.16%) Amazon RDS
7 2 (1.16%) Apache Hive
7 2 (1.16%) Big Data
7 2 (1.16%) RDBMS
8 1 (0.58%) GIS
8 1 (0.58%) MongoDB
Development Applications
1 39 (22.54%) Git (software)
2 23 (13.29%) Team Foundation Server
2 23 (13.29%) Visual Studio
3 19 (10.98%) Jenkins
4 15 (8.67%) TeamCity
5 14 (8.09%) JUnit
6 12 (6.94%) NUnit
7 10 (5.78%) Cucumber
7 10 (5.78%) SoapUI
7 10 (5.78%) SpecFlow
8 9 (5.20%) Hudson
8 9 (5.20%) Mercurial
8 9 (5.20%) Subversion
9 8 (4.62%) JIRA
10 3 (1.73%) Bitbucket
10 3 (1.73%) Selenium
10 3 (1.73%) TestNG
11 2 (1.16%) Gerrit
11 2 (1.16%) GitLab
11 2 (1.16%) Jasmine
General
1 25 (14.45%) Finance
2 8 (4.62%) Retail
3 3 (1.73%) Advertising
3 3 (1.73%) Games
4 2 (1.16%) Military
5 1 (0.58%) Banking
5 1 (0.58%) Digital Economy
5 1 (0.58%) Electronics
5 1 (0.58%) Law
5 1 (0.58%) Manufacturing
5 1 (0.58%) Marketing
5 1 (0.58%) Telecoms
Job Titles
1 94 (54.34%) Developer
2 39 (22.54%) Software Developer
3 36 (20.81%) Software Engineer
4 31 (17.92%) Senior Developer
5 28 (16.18%) Java Developer
6 27 (15.61%) C# Developer
7 23 (13.29%) Senior Software Developer
8 22 (12.72%) .NET Developer
9 20 (11.56%) Architect
10 17 (9.83%) C# .NET Developer
10 17 (9.83%) C# Software Developer
10 17 (9.83%) Java Engineer
11 16 (9.25%) .NET Software Developer
12 13 (7.51%) Developer/Software Engineer
12 13 (7.51%) Java Software Engineer
13 12 (6.94%) Full Stack Developer
13 12 (6.94%) JavaScript Engineer
13 12 (6.94%) Test Engineer
14 11 (6.36%) C# Software Engineer
14 11 (6.36%) Development Engineer
Libraries, Frameworks & Software Standards
1 64 (36.99%) .NET
2 51 (29.48%) AngularJS
3 28 (16.18%) HTML
4 27 (15.61%) ASP.NET Web API
5 26 (15.03%) ASP.NET
6 25 (14.45%) CSS
7 21 (12.14%) JSON
7 21 (12.14%) React
7 21 (12.14%) REST
8 19 (10.98%) Web Services
8 19 (10.98%) XML
9 18 (10.40%) .NET Framework
10 17 (9.83%) RESTful
11 16 (9.25%) SOAP
12 12 (6.94%) Java EE
13 11 (6.36%) Entity Framework
13 11 (6.36%) Spring
14 10 (5.78%) Gherkin
14 10 (5.78%) Node.js
15 9 (5.20%) Symfony
Miscellaneous
1 22 (12.72%) Enterprise Software
2 15 (8.67%) Computer Science
3 11 (6.36%) Data Structures
4 10 (5.78%) Algorithms
5 8 (4.62%) Greenfield Project
6 7 (4.05%) Fintech
6 7 (4.05%) Linux Command Line
7 5 (2.89%) Mobile App
8 4 (2.31%) Analytical Skills
9 2 (1.16%) Self-Motivation
9 2 (1.16%) User Experience
9 2 (1.16%) Xbox
10 1 (0.58%) Augmented Reality
10 1 (0.58%) Cyberthreat
10 1 (0.58%) Driving Licence
10 1 (0.58%) e-Learning
10 1 (0.58%) VLE
Operating Systems
1 11 (6.36%) Windows
2 10 (5.78%) Linux
3 5 (2.89%) Android
3 5 (2.89%) Apple iOS
4 1 (0.58%) CentOS
4 1 (0.58%) Red Hat Enterprise Linux
4 1 (0.58%) VxWorks
Processes & Methodologies
1 95 (54.91%) Agile Software Development
2 55 (31.79%) Software Engineering
3 53 (30.64%) Continuous Integration
4 40 (23.12%) Scrum
5 38 (21.97%) MVC
6 37 (21.39%) TDD
6 37 (21.39%) Test Automation
7 33 (19.08%) Problem-Solving
8 28 (16.18%) Decision-Making
8 28 (16.18%) Unit Testing
9 21 (12.14%) Microservices
9 21 (12.14%) OOP
10 18 (10.40%) OOD
10 18 (10.40%) Open Source
11 17 (9.83%) Mentoring
12 15 (8.67%) SOA
13 14 (8.09%) BDD
14 13 (7.51%) Continuous Delivery
15 11 (6.36%) API Testing
15 11 (6.36%) SDET
Programming Languages
1 96 (55.49%) Java
2 90 (52.02%) C#
3 76 (43.93%) JavaScript
4 53 (30.64%) SQL
5 36 (20.81%) Python
6 14 (8.09%) C++
6 14 (8.09%) PHP
7 12 (6.94%) PowerShell
8 11 (6.36%) Ruby
9 9 (5.20%) Java 8
10 6 (3.47%) T-SQL
11 5 (2.89%) F#
12 4 (2.31%) PL/SQL
13 3 (1.73%) Bash Shell
13 3 (1.73%) Scala
14 2 (1.16%) Go
14 2 (1.16%) VB.NET
15 1 (0.58%) Java 9
15 1 (0.58%) Perl
15 1 (0.58%) TypeScript
Qualifications
1 37 (21.39%) Degree
2 13 (7.51%) Computer Science Degree
3 1 (0.58%) Master's Degree
3 1 (0.58%) Microsoft Certification
3 1 (0.58%) Postgraduate
3 1 (0.58%) SC Cleared
3 1 (0.58%) Security Cleared
3 1 (0.58%) TOGAF Certification
Quality Assurance & Compliance
1 2 (1.16%) QA
System Software
1 13 (7.51%) Active Directory
2 5 (2.89%) Docker
3 1 (0.58%) Virtual Machines
Systems Management
1 8 (4.62%) Puppet
2 7 (4.05%) Opscode Chef
3 4 (2.31%) Ansible
4 3 (1.73%) Terraform
5 2 (1.16%) Grafana
5 2 (1.16%) Kubernetes
5 2 (1.16%) Oozie
5 2 (1.16%) Prometheus
5 2 (1.16%) Sysdig
6 1 (0.58%) Cacti
6 1 (0.58%) Capistrano
Vendors
1 18 (10.40%) Microsoft
2 13 (7.51%) Oracle
3 8 (4.62%) TIBCO
4 7 (4.05%) Mashery
5 4 (2.31%) Red Hat
6 3 (1.73%) Salesforce.com
6 3 (1.73%) Splunk
7 1 (0.58%) F5
7 1 (0.58%) Google
7 1 (0.58%) IBM
7 1 (0.58%) Intel
7 1 (0.58%) Perforce
7 1 (0.58%) SaltStack
7 1 (0.58%) SAP
7 1 (0.58%) Xamarin