Period
to 22 September 2018

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

Continuous Integration
UK > Scotland
6 months to
22 Sep 2018
Same period 2017 Same period 2016
Rank 29 36 46
Rank change year-on-year +7 +10 +15
Permanent jobs citing Continuous Integration 399 366 283
As % of all permanent IT jobs advertised in Scotland 7.33% 6.60% 5.20%
As % of the Processes & Methodologies category 7.88% 7.15% 5.62%
Number of salaries quoted 266 204 104
Scotland median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - -5.56%
10th Percentile £37,500 £33,750 £26,475
90th Percentile £70,000 £65,000 £60,000
UK median annual salary £55,000 £55,000 £55,000

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 5,066 5,122 5,039
As % of all permanent IT jobs advertised in Scotland 93.07% 92.30% 92.61%
Number of salaries quoted 3,369 3,238 2,973
Scotland median annual salary £45,500 £44,000 £44,500
Median salary % change year-on-year +3.41% -1.12% +4.71%
10th Percentile £29,750 £28,250 £26,750
90th Percentile £70,000 £67,500 £65,000
UK median annual salary £50,000 £50,000 £48,000
% change year-on-year - +4.17% +1.05%

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 22 September 2018.

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 22 September 2018. 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 +25 214 £45,000 +12.50% 29
Glasgow -13 176 £45,000 - 21
West Lothian -4 7 £40,000 +70.21% 3
Dundee - 1 £50,000 - 2
Fife - 1 - -
Midlothian - 1 £40,000 - 1
Perthshire - 1 £45,000 -
Continuous Integration
UK

For the 6 months to 22 September 2018, 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.

1 190 (47.62%) Agile Software Development
2 183 (45.86%) TDD
3 151 (37.84%) Test Automation
4 148 (37.09%) Java
5 141 (35.34%) Finance
6 140 (35.09%) Python
7 133 (33.33%) Git (software)
8 131 (32.83%) C#
9 129 (32.33%) DevOps
10 128 (32.08%) SQL
11 123 (30.83%) OO
12 121 (30.33%) Jenkins
13 102 (25.56%) BDD
14 101 (25.31%) .NET
15 100 (25.06%) Scrum
16 91 (22.81%) JavaScript
16 91 (22.81%) Linux
17 86 (21.55%) XML
17 86 (21.55%) NoSQL
18 82 (20.55%) Amazon AWS
19 79 (19.80%) Subversion
20 77 (19.30%) AngularJS
20 77 (19.30%) Continuous Delivery
21 75 (18.80%) Unit Testing
21 75 (18.80%) SQL Server
22 72 (18.05%) Refactoring
22 72 (18.05%) Team Foundation Server
22 72 (18.05%) Relational Database
23 70 (17.54%) MVC
24 68 (17.04%) HTML

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 58 (14.54%) MQSeries
2 11 (2.76%) IIS
3 9 (2.26%) Apache
3 9 (2.26%) Confluence
4 8 (2.01%) Apache Spark
4 8 (2.01%) JBoss
4 8 (2.01%) Tomcat
5 6 (1.50%) CloudStack
5 6 (1.50%) OpenStack
6 5 (1.25%) Elasticsearch
7 4 (1.00%) CMS
7 4 (1.00%) WebSphere
8 2 (0.50%) GemFire
8 2 (0.50%) Oracle SOA Suite
8 2 (0.50%) SharePoint
8 2 (0.50%) Sitecore CMS
8 2 (0.50%) Umbraco
9 1 (0.25%) Apache Pig
9 1 (0.25%) EPiServer
9 1 (0.25%) SharePoint 2010
Applications
1 1 (0.25%) Microsoft Excel
Business Applications
1 7 (1.75%) BusinessWorks
2 2 (0.50%) Distributed Ledger
2 2 (0.50%) Payment Gateway
3 1 (0.25%) Dynamics AX
Cloud Services
1 82 (20.55%) Amazon AWS
2 59 (14.79%) Microsoft Azure
3 29 (7.27%) Google Cloud Platform
4 10 (2.51%) npm
5 8 (2.01%) Slack
6 6 (1.50%) OpenShift
7 5 (1.25%) Yarn
8 4 (1.00%) IaaS
9 3 (0.75%) Amazon EC2
9 3 (0.75%) AWS CloudFormation
10 2 (0.50%) Cloud Computing
10 2 (0.50%) CloudFront
10 2 (0.50%) Force.com
10 2 (0.50%) GitHub
11 1 (0.25%) Amazon EMR
11 1 (0.25%) BrowserStack
11 1 (0.25%) Dynamics 365
11 1 (0.25%) Route 53
11 1 (0.25%) SaaS
11 1 (0.25%) Virtual Private Cloud
Communications & Networking
1 17 (4.26%) Firewall
2 9 (2.26%) HTTP
2 9 (2.26%) Internet
3 7 (1.75%) Hyperconnected
4 4 (1.00%) LAN
4 4 (1.00%) WAN
5 3 (0.75%) DNS
5 3 (0.75%) Ethernet
5 3 (0.75%) VLAN
5 3 (0.75%) Wireshark
6 2 (0.50%) Intranet
7 1 (0.25%) Cisco Nexus
7 1 (0.25%) DHCP
7 1 (0.25%) Modbus
7 1 (0.25%) Network Security
7 1 (0.25%) SMS
7 1 (0.25%) Software-Defined Networking
7 1 (0.25%) VPN
Database & Business Intelligence
1 86 (21.55%) NoSQL
2 75 (18.80%) SQL Server
3 72 (18.05%) Relational Database
4 67 (16.79%) PostgreSQL
5 61 (15.29%) Apache Cassandra
6 58 (14.54%) Bigtable
7 20 (5.01%) MongoDB
8 11 (2.76%) Big Data
8 11 (2.76%) SQL Server 2016
9 10 (2.51%) MySQL
10 8 (2.01%) SQLite
11 7 (1.75%) Hadoop
12 5 (1.25%) Oracle Database
13 4 (1.00%) Data Warehouse
14 3 (0.75%) Blockchain
15 2 (0.50%) Apache Hive
15 2 (0.50%) MSDE
15 2 (0.50%) Oracle Database 12c
15 2 (0.50%) RDBMS
16 1 (0.25%) Oracle Database 11g
Development Applications
1 133 (33.33%) Git (software)
2 121 (30.33%) Jenkins
3 79 (19.80%) Subversion
4 72 (18.05%) Team Foundation Server
5 48 (12.03%) Visual Studio
6 47 (11.78%) Maven
7 45 (11.28%) Selenium
8 42 (10.53%) JIRA
9 41 (10.28%) GoCD
10 32 (8.02%) TeamCity
11 30 (7.52%) JUnit
12 27 (6.77%) Bitbucket
13 26 (6.52%) Atlassian Bamboo
13 26 (6.52%) Eclipse
14 25 (6.27%) IBM UrbanCode
14 25 (6.27%) Octopus Deploy
14 25 (6.27%) SpecFlow
15 23 (5.76%) Cucumber
16 20 (5.01%) Gradle
17 18 (4.51%) Visual Studio Team System
General
1 141 (35.34%) Finance
2 20 (5.01%) Marketing
3 13 (3.26%) Banking
3 13 (3.26%) Manufacturing
3 13 (3.26%) Telecoms
4 12 (3.01%) Electronics
5 8 (2.01%) Advertising
6 7 (1.75%) Games
7 3 (0.75%) Financial Institution
7 3 (0.75%) Law
8 2 (0.50%) Investment Banking
8 2 (0.50%) Multimedia
9 1 (0.25%) Digital Economy
9 1 (0.25%) Military
9 1 (0.25%) Retail
Job Titles
1 135 (33.83%) Developer
2 53 (13.28%) DevOps Engineer
3 42 (10.53%) .NET Developer
4 41 (10.28%) Software Developer
5 40 (10.03%) Java Developer
6 38 (9.52%) Java Engineer
7 37 (9.27%) Senior Developer
7 37 (9.27%) Senior DevOps
8 36 (9.02%) C# Developer
9 34 (8.52%) Python Engineer
10 33 (8.27%) Software Engineer
11 32 (8.02%) Consultant
12 29 (7.27%) C# .NET Developer
13 25 (6.27%) DevOps Consultant
13 25 (6.27%) Senior Consultant
13 25 (6.27%) Senior DevOps Consultant
13 25 (6.27%) Senior Software Developer
14 23 (5.76%) .NET Software Developer
15 19 (4.76%) Java Software Engineer
16 17 (4.26%) C# Software Developer
Libraries, Frameworks & Software Standards
1 101 (25.31%) .NET
2 86 (21.55%) XML
3 77 (19.30%) AngularJS
4 68 (17.04%) HTML
5 65 (16.29%) CSS
6 61 (15.29%) Middleware
7 58 (14.54%) XML Schema
8 57 (14.29%) ASP.NET
9 46 (11.53%) React
10 45 (11.28%) ASP.NET Web API
11 44 (11.03%) Web Services
12 43 (10.78%) REST
12 43 (10.78%) Spring
13 38 (9.52%) Elastic Stack
14 32 (8.02%) HTML5
15 31 (7.77%) RESTful
16 30 (7.52%) CSS3
17 28 (7.02%) .NET Framework
18 24 (6.02%) SOAP
19 23 (5.76%) JSON
Miscellaneous
1 61 (15.29%) Virtual Team
2 31 (7.77%) Enterprise Software
3 19 (4.76%) Algorithms
4 18 (4.51%) Data Structures
5 14 (3.51%) User Experience
6 11 (2.76%) Computer Science
7 8 (2.01%) Analytical Skills
7 8 (2.01%) Mobile App
8 5 (1.25%) Blog
8 5 (1.25%) Fintech
8 5 (1.25%) Public Cloud
9 3 (0.75%) Grid Computing
9 3 (0.75%) Management Information System
9 3 (0.75%) Self-Motivation
10 2 (0.50%) Animation
10 2 (0.50%) Clustering
10 2 (0.50%) Xbox
11 1 (0.25%) 3D Graphics
11 1 (0.25%) Equities
11 1 (0.25%) Robotics
Operating Systems
1 91 (22.81%) Linux
2 52 (13.03%) Unix
3 47 (11.78%) Windows
4 24 (6.02%) Red Hat Enterprise Linux
5 6 (1.50%) CentOS
6 4 (1.00%) Mac OS X
6 4 (1.00%) Ubuntu
7 3 (0.75%) Apple iOS
8 2 (0.50%) Android
8 2 (0.50%) Debian
9 1 (0.25%) Solaris
9 1 (0.25%) VMS
9 1 (0.25%) Windows Server
9 1 (0.25%) Windows Server 2012
Processes & Methodologies
1 190 (47.62%) Agile Software Development
2 183 (45.86%) TDD
3 151 (37.84%) Test Automation
4 129 (32.33%) DevOps
5 123 (30.83%) OO
6 102 (25.56%) BDD
7 100 (25.06%) Scrum
8 77 (19.30%) Continuous Delivery
9 75 (18.80%) Unit Testing
10 72 (18.05%) Refactoring
11 70 (17.54%) MVC
12 67 (16.79%) Continuous Deployment
13 61 (15.29%) Open Source
14 59 (14.79%) System Testing
15 58 (14.54%) Complex Event Processing
15 58 (14.54%) Domain Models
15 58 (14.54%) Microservices
16 57 (14.29%) Software Engineering
17 54 (13.53%) Problem-Solving
18 50 (12.53%) SDLC
Programming Languages
1 148 (37.09%) Java
2 140 (35.09%) Python
3 131 (32.83%) C#
4 128 (32.08%) SQL
5 91 (22.81%) JavaScript
6 58 (14.54%) XPath
7 48 (12.03%) Ruby
8 34 (8.52%) C++
9 26 (6.52%) PowerShell
10 19 (4.76%) Bash Shell
11 16 (4.01%) ES6
12 10 (2.51%) Shell Script
13 6 (1.50%) Perl
13 6 (1.50%) PHP
13 6 (1.50%) PL/SQL
13 6 (1.50%) Scala
14 5 (1.25%) ES7
14 5 (1.25%) Java 8
15 4 (1.00%) Groovy
16 2 (0.50%) Apex Code
Qualifications
1 39 (9.77%) Degree
2 9 (2.26%) Computer Science Degree
3 3 (0.75%) Security Cleared
4 2 (0.50%) Numerate Degree
5 1 (0.25%) ISTQB
5 1 (0.25%) Microsoft Certification
5 1 (0.25%) Postgraduate
Quality Assurance & Compliance
1 15 (3.76%) QA
2 3 (0.75%) SLA
System Software
1 53 (13.28%) Docker
2 12 (3.01%) Active Directory
3 6 (1.50%) vSphere
3 6 (1.50%) Xen
3 6 (1.50%) XenServer
4 1 (0.25%) Apache Flume
4 1 (0.25%) HDFS
4 1 (0.25%) LXC
4 1 (0.25%) NFS
4 1 (0.25%) OpenAM
4 1 (0.25%) Virtual Machines
4 1 (0.25%) VirtualBox
Systems Management
1 60 (15.04%) Ansible
2 47 (11.78%) Puppet
3 46 (11.53%) Opscode Chef
4 42 (10.53%) Terraform
5 26 (6.52%) Rundeck
6 25 (6.27%) Consul
7 13 (3.26%) Packer
8 12 (3.01%) Icinga
9 11 (2.76%) Kubernetes
10 10 (2.51%) Graphite
11 9 (2.26%) HAProxy
12 6 (1.50%) Cobbler
12 6 (1.50%) Tivoli
13 4 (1.00%) Nagios
14 3 (0.75%) Mesos
15 2 (0.50%) Rancher
16 1 (0.25%) Docker Swarm
16 1 (0.25%) HP Quality Center
16 1 (0.25%) Oozie
16 1 (0.25%) Salt
Vendors
1 48 (12.03%) Microsoft
2 25 (6.27%) Delphix
2 25 (6.27%) RedGate
2 25 (6.27%) ServiceNow
2 25 (6.27%) Splunk
3 21 (5.26%) Oracle
4 13 (3.26%) VMware
5 12 (3.01%) Atlassian
5 12 (3.01%) SAP
6 8 (2.01%) Red Hat
7 7 (1.75%) Mashery
7 7 (1.75%) TIBCO
8 6 (1.50%) EnterpriseDB
8 6 (1.50%) Perforce
9 5 (1.25%) Google
9 5 (1.25%) Twitter
10 4 (1.00%) Cisco
10 4 (1.00%) HP
10 4 (1.00%) IBM
10 4 (1.00%) Micro Focus