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

Continuous Integration
UK > Scotland
6 months to
17 Jul 2018
Same period 2017 Same period 2016
Rank 34 40 53
Rank change year-on-year +6 +13 +1
Permanent jobs citing Continuous Integration 417 305 270
As % of all permanent IT jobs advertised in Scotland 7.22% 5.86% 4.59%
As % of the Processes & Methodologies category 7.77% 6.35% 4.98%
Number of salaries quoted 269 151 120
Scotland median annual salary £45,000 £40,000 £45,000
Median salary % change year-on-year +12.50% -11.11% -
10th Percentile £33,750 £31,500 £31,000
90th Percentile £66,500 £60,000 £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 5,369 4,803 5,418
As % of all permanent IT jobs advertised in Scotland 92.97% 92.26% 92.08%
Number of salaries quoted 3,568 3,037 3,221
Scotland median annual salary £45,000 £45,000 £45,000
10th Percentile £29,250 £28,250 £27,500
90th Percentile £70,000 £70,000 £65,000
UK median annual salary £50,000 £49,000 £47,500
% change year-on-year +2.04% +3.16% -

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 July 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 July 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
Glasgow -6 204 £45,000 - 16
Edinburgh +20 203 £45,000 +12.50% 31
West Lothian 0 6 £42,500 +45.30% 1
South Lanarkshire - 3 £42,500 -
Dundee - 2 £36,750 - 2
Fife - 1 - -
Perthshire - 1 £45,000 -
Continuous Integration
UK

For the 6 months to 17 July 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.

1 214 (51.32%) Agile Software Development
2 204 (48.92%) TDD
3 152 (36.45%) Java
4 149 (35.73%) Test Automation
5 136 (32.61%) SQL
6 130 (31.18%) C#
7 121 (29.02%) Finance
7 121 (29.02%) Git (software)
8 120 (28.78%) Python
8 120 (28.78%) DevOps
9 115 (27.58%) Scrum
10 108 (25.90%) Jenkins
11 105 (25.18%) OO
12 103 (24.70%) .NET
13 98 (23.50%) BDD
14 96 (23.02%) Linux
15 93 (22.30%) NoSQL
16 88 (21.10%) JavaScript
17 85 (20.38%) Unit Testing
18 84 (20.14%) Amazon AWS
18 84 (20.14%) XML
19 81 (19.42%) Subversion
20 79 (18.94%) HTML
20 79 (18.94%) MVC
21 75 (17.99%) Refactoring
21 75 (17.99%) Relational Database
22 73 (17.51%) AngularJS
23 66 (15.83%) SQL Server
23 66 (15.83%) Web Services
23 66 (15.83%) ASP.NET

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 59 (14.15%) MQSeries
2 12 (2.88%) JBoss
3 11 (2.64%) OpenStack
4 7 (1.68%) Tomcat
5 6 (1.44%) Apache
5 6 (1.44%) Apache Spark
5 6 (1.44%) CloudStack
5 6 (1.44%) CMS
5 6 (1.44%) Confluence
5 6 (1.44%) Elasticsearch
6 3 (0.72%) EPiServer
6 3 (0.72%) IIS
6 3 (0.72%) WebSphere
7 2 (0.48%) GemFire
7 2 (0.48%) Oracle SOA Suite
7 2 (0.48%) Sitecore CMS
7 2 (0.48%) Umbraco
8 1 (0.24%) Podio
8 1 (0.24%) SharePoint 2013
8 1 (0.24%) Tornado
Applications
1 1 (0.24%) Microsoft Excel
Business Applications
1 4 (0.96%) BusinessWorks
2 2 (0.48%) Payment Gateway
3 1 (0.24%) Dynamics AX
Cloud Services
1 84 (20.14%) Amazon AWS
2 57 (13.67%) Microsoft Azure
3 30 (7.19%) Google Cloud Platform
4 8 (1.92%) GitHub
5 5 (1.20%) OpenShift
6 4 (0.96%) IaaS
6 4 (0.96%) npm
6 4 (0.96%) PaaS
7 3 (0.72%) Amazon EC2
7 3 (0.72%) Amazon SQS
7 3 (0.72%) Slack
8 2 (0.48%) CloudFront
8 2 (0.48%) Force.com
9 1 (0.24%) AWS CloudFormation
9 1 (0.24%) Cloud Computing
9 1 (0.24%) Dynamics 365
9 1 (0.24%) Route 53
9 1 (0.24%) SaaS
9 1 (0.24%) Virtual Private Cloud
Communications & Networking
1 22 (5.28%) Firewall
2 19 (4.56%) HTTP
3 9 (2.16%) Internet
4 6 (1.44%) Hyperconnected
4 6 (1.44%) LAN
4 6 (1.44%) WAN
5 3 (0.72%) DNS
6 2 (0.48%) DHCP
6 2 (0.48%) Intranet
6 2 (0.48%) SAN
6 2 (0.48%) Wi-Fi
7 1 (0.24%) AMQP
7 1 (0.24%) Cisco Nexus
7 1 (0.24%) Network Security
7 1 (0.24%) SMS
7 1 (0.24%) VPN
Database & Business Intelligence
1 93 (22.30%) NoSQL
2 75 (17.99%) Relational Database
3 66 (15.83%) SQL Server
4 65 (15.59%) Apache Cassandra
5 63 (15.11%) PostgreSQL
6 59 (14.15%) Bigtable
7 19 (4.56%) MongoDB
8 18 (4.32%) SQL Server 2016
9 8 (1.92%) Big Data
10 7 (1.68%) Hadoop
10 7 (1.68%) Oracle Database
11 5 (1.20%) MySQL
12 4 (0.96%) Oracle Database 12c
13 3 (0.72%) Cosmos DB
13 3 (0.72%) CouchDB
13 3 (0.72%) Data Warehouse
13 3 (0.72%) SQLite
14 2 (0.48%) MSDE
14 2 (0.48%) RDBMS
14 2 (0.48%) SQL Server Reporting Services
Development Applications
1 121 (29.02%) Git (software)
2 108 (25.90%) Jenkins
3 81 (19.42%) Subversion
4 57 (13.67%) Team Foundation Server
5 54 (12.95%) Maven
6 47 (11.27%) JIRA
7 46 (11.03%) JUnit
8 44 (10.55%) Selenium
9 43 (10.31%) Visual Studio
10 39 (9.35%) GoCD
11 28 (6.71%) Octopus Deploy
12 27 (6.47%) Eclipse
13 26 (6.24%) TeamCity
14 24 (5.76%) Atlassian Bamboo
14 24 (5.76%) IBM UrbanCode
15 23 (5.52%) Bitbucket
15 23 (5.52%) Jasmine
16 21 (5.04%) TestNG
17 20 (4.80%) Protractor
18 19 (4.56%) Gradle
General
1 121 (29.02%) Finance
2 22 (5.28%) Marketing
3 17 (4.08%) Banking
4 16 (3.84%) Advertising
5 10 (2.40%) Manufacturing
6 9 (2.16%) Electronics
6 9 (2.16%) Telecoms
7 6 (1.44%) Games
8 4 (0.96%) Investment Banking
8 4 (0.96%) Law
9 2 (0.48%) Multimedia
10 1 (0.24%) Digital Economy
10 1 (0.24%) Retail Banking
Job Titles
1 148 (35.49%) Developer
2 49 (11.75%) DevOps Engineer
3 38 (9.11%) Java Developer
4 35 (8.39%) Consultant
5 34 (8.15%) C# Developer
6 32 (7.67%) Senior Developer
7 31 (7.43%) .NET Developer
8 28 (6.71%) Senior DevOps
9 24 (5.76%) DevOps Consultant
9 24 (5.76%) Programmer
9 24 (5.76%) Senior Consultant
9 24 (5.76%) Senior DevOps Consultant
10 20 (4.80%) Java Engineer
10 20 (4.80%) Software Engineer
11 19 (4.56%) Tester
12 18 (4.32%) Python Engineer
13 17 (4.08%) Software Developer
14 16 (3.84%) Python Developer
14 16 (3.84%) Senior Java Developer
15 15 (3.60%) Python Programmer
Libraries, Frameworks & Software Standards
1 103 (24.70%) .NET
2 84 (20.14%) XML
3 79 (18.94%) HTML
4 73 (17.51%) AngularJS
5 66 (15.83%) ASP.NET
5 66 (15.83%) Web Services
6 64 (15.35%) CSS
7 63 (15.11%) Middleware
8 59 (14.15%) XML Schema
9 54 (12.95%) Spring
10 43 (10.31%) REST
11 42 (10.07%) ASP.NET MVC
12 41 (9.83%) SOAP
13 40 (9.59%) RESTful
14 37 (8.87%) ASP.NET Web API
14 37 (8.87%) React
15 35 (8.39%) Elastic Stack
16 34 (8.15%) HTML5
17 30 (7.19%) Hibernate
18 29 (6.95%) CSS3
Miscellaneous
1 60 (14.39%) Virtual Team
2 31 (7.43%) Enterprise Software
3 25 (6.00%) Algorithms
4 20 (4.80%) Data Structures
5 18 (4.32%) User Experience
6 14 (3.36%) Self-Motivation
7 9 (2.16%) Mobile App
8 7 (1.68%) Analytical Skills
8 7 (1.68%) Public Cloud
9 5 (1.20%) Animation
9 5 (1.20%) Computer Science
10 4 (0.96%) Blog
10 4 (0.96%) IVR
10 4 (0.96%) Management Information System
11 3 (0.72%) Augmented Reality
12 2 (0.48%) Clustering
12 2 (0.48%) Data Centre
12 2 (0.48%) Equities
12 2 (0.48%) Fintech
12 2 (0.48%) Xbox
Operating Systems
1 96 (23.02%) Linux
2 46 (11.03%) Unix
2 46 (11.03%) Windows
3 19 (4.56%) Red Hat Enterprise Linux
4 9 (2.16%) Apple iOS
4 9 (2.16%) Mac OS X
5 5 (1.20%) CentOS
6 4 (0.96%) Android
6 4 (0.96%) Mac OS
6 4 (0.96%) Windows Server
7 3 (0.72%) Ubuntu
8 2 (0.48%) Windows Server 2003
Processes & Methodologies
1 214 (51.32%) Agile Software Development
2 204 (48.92%) TDD
3 149 (35.73%) Test Automation
4 120 (28.78%) DevOps
5 115 (27.58%) Scrum
6 105 (25.18%) OO
7 98 (23.50%) BDD
8 85 (20.38%) Unit Testing
9 79 (18.94%) MVC
10 75 (17.99%) Refactoring
11 66 (15.83%) Continuous Delivery
11 66 (15.83%) Continuous Deployment
12 61 (14.63%) System Testing
13 59 (14.15%) Complex Event Processing
13 59 (14.15%) Domain Models
13 59 (14.15%) Open Source
13 59 (14.15%) SDLC
14 58 (13.91%) Microservices
15 51 (12.23%) Problem-Solving
16 48 (11.51%) Software Engineering
Programming Languages
1 152 (36.45%) Java
2 136 (32.61%) SQL
3 130 (31.18%) C#
4 120 (28.78%) Python
5 88 (21.10%) JavaScript
6 59 (14.15%) XPath
7 45 (10.79%) Ruby
8 34 (8.15%) C++
9 14 (3.36%) Bash Shell
9 14 (3.36%) PowerShell
10 10 (2.40%) Shell Script
11 8 (1.92%) PL/SQL
12 7 (1.68%) PHP
13 6 (1.44%) Scala
14 5 (1.20%) Apple Swift
14 5 (1.20%) Java 8
15 4 (0.96%) Objective-C
15 4 (0.96%) Perl
15 4 (0.96%) T-SQL
16 3 (0.72%) Groovy
Qualifications
1 38 (9.11%) Degree
2 4 (0.96%) Security Cleared
3 2 (0.48%) Computer Science Degree
3 2 (0.48%) Postgraduate
4 1 (0.24%) ISTQB
4 1 (0.24%) Numerate Degree
Quality Assurance & Compliance
1 25 (6.00%) GCP
2 11 (2.64%) QA
3 3 (0.72%) SLA
System Software
1 37 (8.87%) Docker
2 6 (1.44%) vSphere
2 6 (1.44%) Xen
2 6 (1.44%) XenServer
3 4 (0.96%) Active Directory
4 3 (0.72%) VMware Infrastructure
5 2 (0.48%) Hyper-V
5 2 (0.48%) Virtual Machines
5 2 (0.48%) VirtualBox
6 1 (0.24%) Apache Flume
6 1 (0.24%) Apache ZooKeeper
6 1 (0.24%) HDFS
6 1 (0.24%) LXC
6 1 (0.24%) OpenAM
Systems Management
1 60 (14.39%) Ansible
2 47 (11.27%) Opscode Chef
3 42 (10.07%) Puppet
4 37 (8.87%) Terraform
5 24 (5.76%) Consul
5 24 (5.76%) Rundeck
6 11 (2.64%) Icinga
6 11 (2.64%) Packer
7 10 (2.40%) Nagios
8 9 (2.16%) Graphite
8 9 (2.16%) HAProxy
9 8 (1.92%) Cobbler
10 7 (1.68%) Tivoli
11 4 (0.96%) yum
12 3 (0.72%) Kubernetes
13 2 (0.48%) Rancher
13 2 (0.48%) SCCM
13 2 (0.48%) SCOM
14 1 (0.24%) HP Quality Center
14 1 (0.24%) logstash
Vendors
1 34 (8.15%) Microsoft
2 29 (6.95%) Oracle
3 25 (6.00%) Splunk
4 24 (5.76%) Delphix
4 24 (5.76%) RedGate
4 24 (5.76%) ServiceNow
5 16 (3.84%) VMware
6 12 (2.88%) Atlassian
6 12 (2.88%) Facebook
7 9 (2.16%) SAP
8 8 (1.92%) Apple
8 8 (1.92%) Cisco
9 7 (1.68%) Google
9 7 (1.68%) New Relic
10 6 (1.44%) EnterpriseDB
11 5 (1.20%) HP
11 5 (1.20%) IBM
11 5 (1.20%) Micro Focus
11 5 (1.20%) TIBCO
12 4 (0.96%) Perforce