Period
to 17 November 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 17 November 2018 with a comparison to the same period in the previous 2 years.

Continuous Integration
UK > Scotland
6 months to
17 Nov 2018
Same period 2017 Same period 2016
Rank 33 38 44
Rank change year-on-year +5 +6 +18
Permanent jobs citing Continuous Integration 380 350 277
As % of all permanent IT jobs advertised in Scotland 7.08% 6.20% 5.29%
As % of the Processes & Methodologies category 7.62% 6.74% 5.71%
Number of salaries quoted 249 190 125
Scotland median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% -5.56%
10th Percentile £37,500 £33,700 £29,000
90th Percentile £70,000 £70,125 £61,500
UK median annual salary £56,500 £55,000 £55,000
% change year-on-year +2.73% - +4.76%

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 4,988 5,194 4,853
As % of all permanent IT jobs advertised in Scotland 92.87% 91.98% 92.63%
Number of salaries quoted 3,212 3,321 2,933
Scotland median annual salary £45,000 £44,500 £43,500
Median salary % change year-on-year +1.12% +2.30% +2.35%
10th Percentile £28,750 £28,250 £27,500
90th Percentile £70,000 £66,250 £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 17 November 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 17 November 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 +19 215 £45,000 +12.50% 28
Glasgow -13 156 £45,000 - 23
West Lothian -22 5 £51,250 - 1
Highlands - 1 - -
Dundee - 1 £50,000 - 2
Midlothian - 1 £40,000 - 1
Perthshire - 1 £45,000 - 1
Continuous Integration
UK

For the 6 months to 17 November 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.

1 188 (49.47%) Agile Software Development
2 162 (42.63%) TDD
3 149 (39.21%) Finance
4 144 (37.89%) Test Automation
5 142 (37.37%) Java
6 139 (36.58%) Python
7 137 (36.05%) C#
7 137 (36.05%) Git (software)
8 129 (33.95%) SQL
8 129 (33.95%) DevOps
9 125 (32.89%) OO
10 120 (31.58%) Jenkins
11 106 (27.89%) BDD
12 99 (26.05%) Linux
12 99 (26.05%) JavaScript
13 98 (25.79%) .NET
14 91 (23.95%) Scrum
15 90 (23.68%) XML
15 90 (23.68%) Continuous Delivery
16 85 (22.37%) Amazon AWS
17 84 (22.11%) SQL Server
18 74 (19.47%) CSS
18 74 (19.47%) NoSQL
19 73 (19.21%) Unit Testing
19 73 (19.21%) Subversion
20 71 (18.68%) HTML
20 71 (18.68%) Team Foundation Server
21 69 (18.16%) AngularJS
21 69 (18.16%) Windows
22 68 (17.89%) Relational Database

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 50 (13.16%) MQSeries
2 17 (4.47%) IIS
3 16 (4.21%) Confluence
4 11 (2.89%) Apache
5 7 (1.84%) JBoss
5 7 (1.84%) Tomcat
6 6 (1.58%) CloudStack
6 6 (1.58%) OpenStack
6 6 (1.58%) WebSphere
7 4 (1.05%) Apache Spark
8 3 (0.79%) Elasticsearch
9 2 (0.53%) CMS
9 2 (0.53%) GemFire
9 2 (0.53%) Oracle SOA Suite
9 2 (0.53%) WebSphere Application Server
10 1 (0.26%) Apache Pig
10 1 (0.26%) EPiServer
10 1 (0.26%) SharePoint
Applications
1 2 (0.53%) Microsoft Excel
Business Applications
1 7 (1.84%) BusinessWorks
2 3 (0.79%) Payment Gateway
3 2 (0.53%) Distributed Ledger
Cloud Services
1 85 (22.37%) Amazon AWS
2 65 (17.11%) Microsoft Azure
3 31 (8.16%) Google Cloud Platform
4 12 (3.16%) npm
4 12 (3.16%) Slack
5 6 (1.58%) OpenShift
6 5 (1.32%) Yarn
7 4 (1.05%) IaaS
8 3 (0.79%) Amazon EC2
8 3 (0.79%) AWS CloudFormation
8 3 (0.79%) Serverless
9 2 (0.53%) Amazon SQS
9 2 (0.53%) Cloud Computing
9 2 (0.53%) Firebase
9 2 (0.53%) GitHub
9 2 (0.53%) Google Analytics
9 2 (0.53%) SaaS
10 1 (0.26%) Amazon EMR
10 1 (0.26%) Office 365
10 1 (0.26%) Route 53
Communications & Networking
1 12 (3.16%) Firewall
2 10 (2.63%) HTTP
3 9 (2.37%) Internet
4 6 (1.58%) Hyperconnected
5 4 (1.05%) DNS
5 4 (1.05%) LAN
5 4 (1.05%) WAN
6 3 (0.79%) Ethernet
6 3 (0.79%) VLAN
6 3 (0.79%) Wireshark
7 2 (0.53%) DHCP
7 2 (0.53%) Intranet
8 1 (0.26%) Cisco Nexus
8 1 (0.26%) Modbus
8 1 (0.26%) Network Security
8 1 (0.26%) SAN
8 1 (0.26%) Software-Defined Networking
8 1 (0.26%) VPN
Database & Business Intelligence
1 84 (22.11%) SQL Server
2 74 (19.47%) NoSQL
3 68 (17.89%) Relational Database
4 63 (16.58%) PostgreSQL
5 54 (14.21%) Apache Cassandra
6 50 (13.16%) Bigtable
7 20 (5.26%) MySQL
8 18 (4.74%) MongoDB
9 14 (3.68%) SQLite
10 11 (2.89%) RDBMS
11 9 (2.37%) Big Data
12 8 (2.11%) SQL Server 2016
13 5 (1.32%) Oracle Database
14 3 (0.79%) Blockchain
14 3 (0.79%) Data Warehouse
14 3 (0.79%) Hadoop
14 3 (0.79%) Oracle Database 12c
15 2 (0.53%) Cosmos DB
15 2 (0.53%) MSDE
15 2 (0.53%) SQL Server 2005
Development Applications
1 137 (36.05%) Git (software)
2 120 (31.58%) Jenkins
3 73 (19.21%) Subversion
4 71 (18.68%) Team Foundation Server
5 55 (14.47%) JIRA
6 53 (13.95%) Selenium
7 50 (13.16%) Visual Studio
8 41 (10.79%) SpecFlow
9 38 (10.00%) Maven
10 34 (8.95%) Cucumber
10 34 (8.95%) GoCD
10 34 (8.95%) TeamCity
11 31 (8.16%) Bitbucket
12 27 (7.11%) Atlassian Bamboo
13 26 (6.84%) Octopus Deploy
14 25 (6.58%) Eclipse
14 25 (6.58%) IBM UrbanCode
14 25 (6.58%) JUnit
15 20 (5.26%) Visual Studio Team System
16 16 (4.21%) Gradle
General
1 149 (39.21%) Finance
2 19 (5.00%) Marketing
3 14 (3.68%) Telecoms
4 13 (3.42%) Banking
4 13 (3.42%) Electronics
4 13 (3.42%) Manufacturing
5 7 (1.84%) Advertising
6 6 (1.58%) Games
7 4 (1.05%) Retail
8 3 (0.79%) Financial Institution
8 3 (0.79%) Law
9 2 (0.53%) Investment Banking
9 2 (0.53%) Multimedia
10 1 (0.26%) Back Office
10 1 (0.26%) Digital Economy
10 1 (0.26%) Military
10 1 (0.26%) Publishing
Job Titles
1 133 (35.00%) Developer
2 53 (13.95%) Software Developer
3 50 (13.16%) .NET Developer
3 50 (13.16%) Java Engineer
4 49 (12.89%) DevOps Engineer
5 47 (12.37%) Python Engineer
6 40 (10.53%) Senior DevOps
6 40 (10.53%) Software Engineer
7 39 (10.26%) Java Developer
8 38 (10.00%) C# Developer
9 37 (9.74%) Senior Developer
10 35 (9.21%) C# .NET Developer
11 33 (8.68%) .NET Software Developer
12 29 (7.63%) Senior Software Developer
13 28 (7.37%) Test Engineer
14 27 (7.11%) Consultant
15 25 (6.58%) DevOps Consultant
15 25 (6.58%) Java Software Engineer
15 25 (6.58%) Senior Consultant
15 25 (6.58%) Senior DevOps Consultant
Libraries, Frameworks & Software Standards
1 98 (25.79%) .NET
2 90 (23.68%) XML
3 74 (19.47%) CSS
4 71 (18.68%) HTML
5 69 (18.16%) AngularJS
6 55 (14.47%) REST
7 52 (13.68%) Middleware
8 50 (13.16%) XML Schema
9 48 (12.63%) ASP.NET
9 48 (12.63%) ASP.NET Web API
10 43 (11.32%) React
11 40 (10.53%) Web Services
12 38 (10.00%) HTML5
13 36 (9.47%) CSS3
14 35 (9.21%) Spring
15 34 (8.95%) Elastic Stack
16 32 (8.42%) JSON
17 29 (7.63%) .NET Framework
18 28 (7.37%) RESTful
19 27 (7.11%) Gherkin
Miscellaneous
1 57 (15.00%) Virtual Team
2 28 (7.37%) Enterprise Software
3 23 (6.05%) User Experience
4 19 (5.00%) Algorithms
5 14 (3.68%) Computer Science
6 12 (3.16%) Data Structures
6 12 (3.16%) Mobile App
7 11 (2.89%) Analytical Skills
8 8 (2.11%) Public Cloud
9 7 (1.84%) Management Information System
10 6 (1.58%) Cloud Native
11 4 (1.05%) Fintech
12 3 (0.79%) Blog
12 3 (0.79%) Grid Computing
12 3 (0.79%) Self-Motivation
13 2 (0.53%) Animation
13 2 (0.53%) Clustering
13 2 (0.53%) Greenfield Project
13 2 (0.53%) Xbox
14 1 (0.26%) Linux Command Line
Operating Systems
1 99 (26.05%) Linux
2 69 (18.16%) Windows
3 53 (13.95%) Unix
4 21 (5.53%) Red Hat Enterprise Linux
5 8 (2.11%) Apple iOS
6 7 (1.84%) Android
7 6 (1.58%) CentOS
8 4 (1.05%) Ubuntu
8 4 (1.05%) Windows Server
9 2 (0.53%) Debian
9 2 (0.53%) Mac OS X
9 2 (0.53%) Solaris
10 1 (0.26%) VMS
10 1 (0.26%) Windows 10
10 1 (0.26%) Windows Server 2012
Processes & Methodologies
1 188 (49.47%) Agile Software Development
2 162 (42.63%) TDD
3 144 (37.89%) Test Automation
4 129 (33.95%) DevOps
5 125 (32.89%) OO
6 106 (27.89%) BDD
7 91 (23.95%) Scrum
8 90 (23.68%) Continuous Delivery
9 73 (19.21%) Unit Testing
10 65 (17.11%) MVC
11 62 (16.32%) Open Source
12 61 (16.05%) Microservices
13 60 (15.79%) Refactoring
14 58 (15.26%) Continuous Deployment
15 55 (14.47%) Software Engineering
16 54 (14.21%) SDLC
17 52 (13.68%) Problem-Solving
18 51 (13.42%) System Testing
19 50 (13.16%) Complex Event Processing
19 50 (13.16%) Domain Models
Programming Languages
1 142 (37.37%) Java
2 139 (36.58%) Python
3 137 (36.05%) C#
4 129 (33.95%) SQL
5 99 (26.05%) JavaScript
6 50 (13.16%) Ruby
6 50 (13.16%) XPath
7 39 (10.26%) PowerShell
8 32 (8.42%) C++
9 22 (5.79%) ES6
10 20 (5.26%) Bash Shell
11 10 (2.63%) Shell Script
12 7 (1.84%) Perl
13 6 (1.58%) Scala
14 5 (1.32%) Apple Swift
14 5 (1.32%) ES7
14 5 (1.32%) Groovy
14 5 (1.32%) PL/SQL
15 3 (0.79%) Java 8
16 2 (0.53%) Kotlin
Qualifications
1 39 (10.26%) Degree
2 13 (3.42%) Computer Science Degree
3 4 (1.05%) Numerate Degree
4 2 (0.53%) ISTQB
5 1 (0.26%) Microsoft Certification
5 1 (0.26%) Postgraduate
5 1 (0.26%) Security Cleared
Quality Assurance & Compliance
1 23 (6.05%) QA
2 3 (0.79%) SLA
System Software
1 45 (11.84%) Docker
2 18 (4.74%) Active Directory
3 6 (1.58%) vSphere
3 6 (1.58%) Xen
3 6 (1.58%) XenServer
4 2 (0.53%) NFS
4 2 (0.53%) VMware Infrastructure
5 1 (0.26%) Apache Flume
5 1 (0.26%) HDFS
5 1 (0.26%) LXC
5 1 (0.26%) OpenAM
5 1 (0.26%) Virtual Machines
5 1 (0.26%) VirtualBox
Systems Management
1 56 (14.74%) Ansible
2 51 (13.42%) Puppet
3 48 (12.63%) Opscode Chef
4 37 (9.74%) Terraform
5 26 (6.84%) Rundeck
6 25 (6.58%) Consul
7 13 (3.42%) Kubernetes
8 8 (2.11%) Packer
9 7 (1.84%) Icinga
10 6 (1.58%) Cobbler
10 6 (1.58%) Tivoli
11 5 (1.32%) Graphite
12 4 (1.05%) HAProxy
13 3 (0.79%) Mesos
13 3 (0.79%) Nagios
14 1 (0.26%) Docker Swarm
14 1 (0.26%) Oozie
14 1 (0.26%) Salt
Vendors
1 48 (12.63%) Microsoft
2 26 (6.84%) Splunk
3 25 (6.58%) Delphix
3 25 (6.58%) RedGate
3 25 (6.58%) ServiceNow
4 23 (6.05%) Oracle
5 13 (3.42%) SAP
6 11 (2.89%) Atlassian
7 10 (2.63%) VMware
8 9 (2.37%) Google
9 8 (2.11%) Red Hat
10 7 (1.84%) Mashery
10 7 (1.84%) Perforce
10 7 (1.84%) TIBCO
11 6 (1.58%) EnterpriseDB
12 4 (1.05%) Cisco
12 4 (1.05%) IBM
13 3 (0.79%) Apple
13 3 (0.79%) New Relic
13 3 (0.79%) Twitter