Period
to 18 August 2019

The following table provides summary statistics for permanent job vacancies advertised in Scotland with a requirement for Continuous Integration skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Continuous Integration over the 6 months to 18 August 2019 with a comparison to the same period in the previous 2 years.

Continuous Integration
UK > Scotland
6 months to
18 Aug 2019
Same period 2018 Same period 2017
Rank 35 31 40
Rank change year-on-year -4 +9 +11
Permanent jobs citing Continuous Integration 349 401 328
As % of all permanent IT jobs advertised in Scotland 6.72% 7.26% 6.11%
As % of the Processes & Methodologies category 7.20% 7.72% 6.58%
Number of salaries quoted 205 261 168
Scotland median annual salary £50,000 £45,000 £40,000
Median salary % change year-on-year +11.11% +12.50% -11.11%
10th Percentile £35,000 £36,250 £31,675
90th Percentile £78,250 £70,000 £60,000
UK median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - -

Continuous Integration 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 Scotland with a requirement for process or methodology skills.

All Process and Methodology Skills
Scotland
Permanent vacancies with a requirement for process or methodology skills 4,844 5,192 4,987
As % of all permanent IT jobs advertised in Scotland 93.32% 94.06% 92.83%
Number of salaries quoted 3,068 3,467 3,107
Scotland median annual salary £45,000 £45,000 £44,000
Median salary % change year-on-year - +2.27% -2.22%
10th Percentile £29,750 £29,750 £28,250
90th Percentile £72,000 £70,000 £68,350
UK median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

Continuous Integration
Job Vacancy Trend in Scotland

Job postings citing Continuous Integration as a percentage of all IT jobs advertised in Scotland.

Job vacancy trend for Continuous Integration in Scotland

Continuous Integration
Salary Trend in Scotland

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Continuous Integration in Scotland.

Salary trend for Continuous Integration in Scotland

Continuous Integration
Salary Histogram in Scotland

The salary distribution of IT jobs citing Continuous Integration in Scotland over the 6 months to 18 August 2019.

Salary histogram for Continuous Integration in Scotland

Continuous Integration
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Continuous Integration within the Scotland region over the 6 months to 18 August 2019. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh -2 201 £53,742 +19.43% 11
Glasgow +6 137 £50,000 +11.11% 32
Dundee -3 4 £32,000 -12.93% 5
Aberdeenshire - 2 £46,250 -
Scottish Borders - 1 - -
Aberdeen - 1 £37,500 - 1
Stirling - 1 £35,000 -
Continuous Integration
UK

For the 6 months to 18 August 2019, IT jobs citing Continuous Integration 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 Scotland region with a requirement for Continuous Integration.

1 238 (68.19%) Agile Software Development
2 144 (41.26%) Finance
3 139 (39.83%) Test Automation
4 131 (37.54%) DevOps
5 125 (35.82%) TDD
6 116 (33.24%) Java
7 104 (29.80%) Software Engineering
7 104 (29.80%) Continuous Delivery
8 103 (29.51%) JavaScript
9 102 (29.23%) Git (software)
10 99 (28.37%) SQL
11 90 (25.79%) Amazon AWS
12 85 (24.36%) Jenkins
13 83 (23.78%) Linux
14 78 (22.35%) BDD
15 76 (21.78%) Microsoft Azure
16 71 (20.34%) JIRA
17 70 (20.06%) Python
17 70 (20.06%) Problem-Solving
18 66 (18.91%) Microservices
19 65 (18.62%) Web Services
20 63 (18.05%) HTML
21 61 (17.48%) Unix
22 60 (17.19%) React
23 59 (16.91%) C#
24 58 (16.62%) Coaching
24 58 (16.62%) SDLC
25 57 (16.33%) CSS
26 56 (16.05%) Windows
27 55 (15.76%) REST

Continuous Integration
Co-occurring IT Skills in Scotland 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 21 (6.02%) Confluence
1 21 (6.02%) JBoss
2 19 (5.44%) Tomcat
3 13 (3.72%) Jetty
4 11 (3.15%) Apache
5 8 (2.29%) MQSeries
5 8 (2.29%) nginx
6 7 (2.01%) CloudStack
6 7 (2.01%) IIS
6 7 (2.01%) OpenStack
7 5 (1.43%) SharePoint
7 5 (1.43%) WebLogic
8 3 (0.86%) Apache Spark
8 3 (0.86%) ArcGIS
9 2 (0.57%) WebSphere
9 2 (0.57%) WebSphere Application Server
10 1 (0.29%) Adobe Experience Manager
Business Applications
1 13 (3.72%) Dynamics CRM
Cloud Services
1 90 (25.79%) Amazon AWS
2 76 (21.78%) Microsoft Azure
3 28 (8.02%) Google Cloud Platform
4 13 (3.72%) GitHub
5 11 (3.15%) SaaS
6 10 (2.87%) Serverless
7 7 (2.01%) Amazon EC2
7 7 (2.01%) OpenShift
7 7 (2.01%) PaaS
8 6 (1.72%) BlazeMeter
9 5 (1.43%) Amazon S3
9 5 (1.43%) Cloud Computing
10 4 (1.15%) Sauce Labs
11 3 (0.86%) Azure Data Factory
11 3 (0.86%) IaaS
11 3 (0.86%) Office 365
11 3 (0.86%) Power Platform
11 3 (0.86%) Virtual Private Cloud
12 2 (0.57%) AWS CloudFormation
13 1 (0.29%) Trello
Communications & Networking
1 17 (4.87%) HTTP
2 4 (1.15%) Network Security
3 3 (0.86%) Firewall
3 3 (0.86%) Unified Communications
3 3 (0.86%) Wi-Fi
4 1 (0.29%) SSL
Database & Business Intelligence
1 31 (8.88%) SQL Server
2 28 (8.02%) NoSQL
3 24 (6.88%) Relational Database
4 17 (4.87%) PostgreSQL
5 11 (3.15%) MongoDB
5 11 (3.15%) MySQL
6 10 (2.87%) Apache Cassandra
6 10 (2.87%) RDBMS
7 8 (2.29%) Big Data
7 8 (2.29%) Bigtable
8 6 (1.72%) Hadoop
9 5 (1.43%) SQL Server Integration Services
9 5 (1.43%) SQL Server Reporting Services
10 4 (1.15%) Apache Hive
10 4 (1.15%) Azure SQL Database
10 4 (1.15%) Data Mining
10 4 (1.15%) GIS
10 4 (1.15%) SAP HANA
10 4 (1.15%) SQL Server Analysis Services
11 3 (0.86%) Redis
Development Applications
1 102 (29.23%) Git (software)
2 85 (24.36%) Jenkins
3 71 (20.34%) JIRA
4 50 (14.33%) Subversion
5 45 (12.89%) Selenium
6 31 (8.88%) Team Foundation Server
7 29 (8.31%) Atlassian Bamboo
7 29 (8.31%) GoCD
8 28 (8.02%) IBM UrbanCode
9 26 (7.45%) Octopus Deploy
10 21 (6.02%) Cucumber
11 19 (5.44%) TeamCity
12 11 (3.15%) Maven
12 11 (3.15%) Visual Studio Team System
13 8 (2.29%) Appium
13 8 (2.29%) GitLab
14 7 (2.01%) Axure RP
15 6 (1.72%) CA Release Automation
15 6 (1.72%) JUnit
16 5 (1.43%) NUnit
General
1 144 (41.26%) Finance
2 49 (14.04%) Banking
3 15 (4.30%) Public Sector
4 14 (4.01%) Retail
5 4 (1.15%) Financial Institution
6 3 (0.86%) Marketing
7 2 (0.57%) Advertising
7 2 (0.57%) Electronics
7 2 (0.57%) Manufacturing
7 2 (0.57%) Telecoms
8 1 (0.29%) Publishing
Job Titles
1 110 (31.52%) Developer
2 38 (10.89%) Senior Developer
3 29 (8.31%) Consultant
3 29 (8.31%) Software Engineer
4 26 (7.45%) DevOps Consultant
4 26 (7.45%) Senior Consultant
4 26 (7.45%) Senior DevOps
4 26 (7.45%) Senior DevOps Consultant
5 25 (7.16%) Java Developer
5 25 (7.16%) Software Developer
6 22 (6.30%) .NET Developer
7 18 (5.16%) DevOps Engineer
8 16 (4.58%) Senior Software Developer
9 15 (4.30%) Lead DevOps
10 14 (4.01%) C# Developer
10 14 (4.01%) Platform Engineer
11 13 (3.72%) Infrastructure Engineer
11 13 (3.72%) iOS Developer
12 12 (3.44%) .NET Software Developer
13 11 (3.15%) Senior .NET Developer
Libraries, Frameworks & Software Standards
1 65 (18.62%) Web Services
2 63 (18.05%) HTML
3 60 (17.19%) React
4 57 (16.33%) CSS
5 55 (15.76%) REST
6 52 (14.90%) Node.js
7 51 (14.61%) .NET
8 47 (13.47%) RESTful
9 44 (12.61%) JSON
10 33 (9.46%) AngularJS
11 31 (8.88%) HTML5
12 30 (8.60%) Middleware
13 29 (8.31%) Elastic Stack
13 29 (8.31%) XML
14 27 (7.74%) ASP.NET
15 26 (7.45%) Twitter Bootstrap
16 24 (6.88%) .NET Framework
16 24 (6.88%) SOAP
17 23 (6.59%) CSS3
17 23 (6.59%) Spring
Miscellaneous
1 24 (6.88%) Enterprise Software
2 21 (6.02%) Mobile App
3 16 (4.58%) User Experience
4 14 (4.01%) Public Cloud
5 13 (3.72%) Virtual Team
6 9 (2.58%) Cloud Native
7 7 (2.01%) Analytical Skills
8 6 (1.72%) Client/Server
9 5 (1.43%) Linux Command Line
10 4 (1.15%) Algorithms
10 4 (1.15%) Mainframe
11 3 (0.86%) Self-Motivation
12 2 (0.57%) Data Structures
12 2 (0.57%) Greenfield Project
13 1 (0.29%) IVR
13 1 (0.29%) Management Information System
13 1 (0.29%) N-Tier
13 1 (0.29%) PKI
13 1 (0.29%) Reference Data
13 1 (0.29%) SWIFT
Operating Systems
1 83 (23.78%) Linux
2 61 (17.48%) Unix
3 56 (16.05%) Windows
4 24 (6.88%) Android
5 23 (6.59%) Apple iOS
6 15 (4.30%) Windows Server
7 7 (2.01%) Red Hat Enterprise Linux
8 4 (1.15%) Mac OS X
9 1 (0.29%) Windows Server 2008
9 1 (0.29%) Windows Server 2012
Processes & Methodologies
1 238 (68.19%) Agile Software Development
2 139 (39.83%) Test Automation
3 131 (37.54%) DevOps
4 125 (35.82%) TDD
5 104 (29.80%) Continuous Delivery
5 104 (29.80%) Software Engineering
6 78 (22.35%) BDD
7 70 (20.06%) Problem-Solving
8 66 (18.91%) Microservices
9 58 (16.62%) Coaching
9 58 (16.62%) SDLC
10 52 (14.90%) Open Source
11 50 (14.33%) Scrum
12 44 (12.61%) MVC
13 42 (12.03%) Mentoring
13 42 (12.03%) Refactoring
14 40 (11.46%) OO
15 33 (9.46%) Configuration Management
16 29 (8.31%) Infrastructure as Code
17 28 (8.02%) Unit Testing
Programming Languages
1 116 (33.24%) Java
2 103 (29.51%) JavaScript
3 99 (28.37%) SQL
4 70 (20.06%) Python
5 59 (16.91%) C#
6 17 (4.87%) Ruby
7 14 (4.01%) PowerShell
8 12 (3.44%) Apple Swift
9 8 (2.29%) Objective-C
9 8 (2.29%) PHP
9 8 (2.29%) PL/SQL
9 8 (2.29%) XPath
10 7 (2.01%) ES6
11 6 (1.72%) Bash Shell
11 6 (1.72%) C
11 6 (1.72%) R
11 6 (1.72%) T-SQL
12 5 (1.43%) Java 8
12 5 (1.43%) Scala
13 4 (1.15%) Apex Code
Qualifications
1 13 (3.72%) Degree
2 6 (1.72%) Security Cleared
3 4 (1.15%) Computer Science Degree
3 4 (1.15%) Microsoft Certification
4 3 (0.86%) MCAD
4 3 (0.86%) MCSD
4 3 (0.86%) MCTS
5 2 (0.57%) SC Cleared
6 1 (0.29%) AWS Certification
6 1 (0.29%) ISEB
6 1 (0.29%) ISTQB
Quality Assurance & Compliance
1 27 (7.74%) QA
2 4 (1.15%) PMO
3 2 (0.57%) FedRAMP
3 2 (0.57%) GDPR
4 1 (0.29%) Data Quality
System Software
1 51 (14.61%) Docker
2 7 (2.01%) Citrix Hypervisor
2 7 (2.01%) vSphere
2 7 (2.01%) Xen
3 5 (1.43%) Active Directory
4 3 (0.86%) HDFS
4 3 (0.86%) Virtual Desktop
Systems Management
1 53 (15.19%) Opscode Chef
2 50 (14.33%) Ansible
3 48 (13.75%) Puppet
4 45 (12.89%) Kubernetes
5 40 (11.46%) Terraform
6 26 (7.45%) Consul
6 26 (7.45%) Rundeck
7 10 (2.87%) Docker Swarm
8 7 (2.01%) Cobbler
9 5 (1.43%) Packer
10 4 (1.15%) CA Service Virtualization
11 3 (0.86%) Graphite
11 3 (0.86%) Hadoop YARN
11 3 (0.86%) HAProxy
11 3 (0.86%) Icinga
12 2 (0.57%) HP Quality Center
13 1 (0.29%) Rancher
Vendors
1 30 (8.60%) Microsoft
1 30 (8.60%) ServiceNow
2 27 (7.74%) Splunk
3 26 (7.45%) Delphix
3 26 (7.45%) RedGate
4 22 (6.30%) Oracle
5 16 (4.58%) Red Hat
6 14 (4.01%) Apple
6 14 (4.01%) Salesforce.com
7 8 (2.29%) Atlassian
7 8 (2.29%) Perfecto Mobile
8 6 (1.72%) SAP
9 5 (1.43%) CA
9 5 (1.43%) IBM
10 4 (1.15%) Informatica
11 3 (0.86%) Citrix
11 3 (0.86%) CyberArk
11 3 (0.86%) ESRI
11 3 (0.86%) New Relic
11 3 (0.86%) VMware