Period
to 19 November 2017

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 19 November 2017 with a comparison to the same period in the previous 2 years.

Continuous Integration
UK > Scotland
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 38 47 61
Rank change year-on-year +9 +14 +8
Permanent jobs citing Continuous Integration 343 266 252
As % of all permanent IT jobs advertised in Scotland 6.14% 5.15% 3.91%
As % of the Processes & Methodologies category 6.76% 5.64% 4.31%
Number of salaries quoted 187 126 152
Scotland median annual salary £45,000 £42,500 £45,000
Median salary % change year-on-year +5.88% -5.56% +12.50%
10th Percentile £33,550 £29,250 £33,075
90th Percentile £67,750 £63,125 £57,500
UK median annual salary £55,000 £55,000 £52,500
% change year-on-year - +4.76% +5.00%

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 5076 4719 5850
As % of all permanent IT jobs advertised in Scotland 90.84% 91.35% 90.84%
Number of salaries quoted 3234 2863 3710
Scotland median annual salary £45,000 £44,000 £42,500
Median salary % change year-on-year +2.27% +3.53% +2.41%
10th Percentile £28,250 £28,250 £27,750
90th Percentile £66,250 £65,000 £63,750
UK median annual salary £50,000 £49,476 £47,500
% change year-on-year +1.06% +4.16% +5.56%

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 19 November 2017.

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 19 November 2017. 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 +24 193 £45,000 +5.88% 10
Edinburgh -9 138 £40,000 -5.88% 11
South Lanarkshire - 7 £45,000 -
West Lothian - 4 - -
Fife +4 1 - -
Continuous Integration
UK

For the 6 months to 19 November 2017, IT jobs citing Continuous Integration also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Scotland region with a requirement for Continuous Integration.

1 259 (75.51%) Agile Software Development
2 201 (58.60%) TDD
3 181 (52.77%) C#
4 178 (51.90%) .NET
5 166 (48.40%) JavaScript
6 163 (47.52%) Scrum
7 151 (44.02%) SQL Server
8 150 (43.73%) MVC
9 136 (39.65%) HTML
10 131 (38.19%) ASP.NET
11 112 (32.65%) Java
12 111 (32.36%) Visual Studio
13 110 (32.07%) ASP.NET MVC
14 79 (23.03%) Git (software)
15 70 (20.41%) SQL
16 65 (18.95%) Test Automation
17 62 (18.08%) OO
17 62 (18.08%) Finance
18 60 (17.49%) DevOps
19 54 (15.74%) CSS
20 53 (15.45%) Amazon AWS
21 48 (13.99%) Jenkins
22 47 (13.70%) SDLC
23 44 (12.83%) Microsoft
24 43 (12.54%) Mentoring
25 41 (11.95%) Team Foundation Server
26 40 (11.66%) BDD
26 40 (11.66%) Web Services
26 40 (11.66%) Degree
26 40 (11.66%) .NET Framework

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 15 (4.37%) Tomcat
2 14 (4.08%) Apache
3 12 (3.50%) IIS
3 12 (3.50%) SharePoint
4 11 (3.21%) JBoss
5 6 (1.75%) CMS
6 5 (1.46%) Confluence
7 3 (0.87%) Elasticsearch
8 1 (0.29%) ArcGIS
8 1 (0.29%) nginx
8 1 (0.29%) Oracle SOA Suite
8 1 (0.29%) WebSphere
8 1 (0.29%) WebSphere Application Server
Applications
1 2 (0.58%) Adobe Illustrator
1 2 (0.58%) Photoshop
Business Applications
1 2 (0.58%) Eloqua
2 1 (0.29%) BusinessWorks
2 1 (0.29%) Dynamics CRM
2 1 (0.29%) Oracle BPM
Cloud Services
1 53 (15.45%) Amazon AWS
2 32 (9.33%) Microsoft Azure
3 13 (3.79%) GitHub
4 12 (3.50%) Google Cloud Platform
5 8 (2.33%) Amazon EC2
6 6 (1.75%) OpenShift
7 5 (1.46%) IaaS
8 3 (0.87%) SaaS
9 2 (0.58%) Amazon SQS
9 2 (0.58%) Cloud Computing
10 1 (0.29%) CloudFront
10 1 (0.29%) npm
10 1 (0.29%) PaaS
Communications & Networking
1 9 (2.62%) Firewall
2 4 (1.17%) DNS
3 3 (0.87%) HTTP
4 2 (0.58%) Internet
4 2 (0.58%) Intranet
4 2 (0.58%) SMS
5 1 (0.29%) Bluetooth
5 1 (0.29%) SAN
5 1 (0.29%) SSH
5 1 (0.29%) SSL
5 1 (0.29%) WLAN
Database & Business Intelligence
1 151 (44.02%) SQL Server
2 31 (9.04%) NoSQL
3 29 (8.45%) Relational Database
4 25 (7.29%) MongoDB
4 25 (7.29%) MySQL
5 19 (5.54%) PostgreSQL
6 7 (2.04%) Big Data
7 6 (1.75%) RDBMS
8 3 (0.87%) Oracle Database
9 2 (0.58%) Apache Cassandra
9 2 (0.58%) CouchDB
9 2 (0.58%) DocumentDB
9 2 (0.58%) Oracle Database 12c
9 2 (0.58%) Redis
10 1 (0.29%) Data Warehouse
10 1 (0.29%) GIS
10 1 (0.29%) Hadoop
Development Applications
1 111 (32.36%) Visual Studio
2 79 (23.03%) Git (software)
3 48 (13.99%) Jenkins
4 41 (11.95%) Team Foundation Server
5 38 (11.08%) Selenium
6 33 (9.62%) JUnit
7 24 (7.00%) Maven
8 22 (6.41%) NUnit
9 18 (5.25%) JIRA
9 18 (5.25%) Moq
9 18 (5.25%) Subversion
10 14 (4.08%) Cucumber
10 14 (4.08%) Protractor
11 13 (3.79%) Jasmine
11 13 (3.79%) TestNG
11 13 (3.79%) Vagrant
12 10 (2.92%) GoCD
12 10 (2.92%) TeamCity
13 9 (2.62%) Gradle
14 8 (2.33%) SpecFlow
General
1 62 (18.08%) Finance
2 28 (8.16%) Banking
3 12 (3.50%) Retail
4 10 (2.92%) Legal
5 7 (2.04%) Financial Institution
6 5 (1.46%) Retail Banking
7 4 (1.17%) Advertising
8 3 (0.87%) Law
9 2 (0.58%) Games
10 1 (0.29%) Investment Banking
Job Titles
1 211 (61.52%) Developer
2 99 (28.86%) C# Developer
3 46 (13.41%) .NET Developer
4 44 (12.83%) Java Developer
5 32 (9.33%) Senior Developer
6 27 (7.87%) Software Developer
7 23 (6.71%) Test Engineer
8 21 (6.12%) DevOps Engineer
9 20 (5.83%) Test Automation Engineer
10 16 (4.66%) .NET Software Developer
11 13 (3.79%) C# .NET Developer
12 12 (3.50%) Senior .NET Developer
12 12 (3.50%) Senior Software Developer
13 11 (3.21%) Analyst
13 11 (3.21%) C# Software Developer
13 11 (3.21%) Team Leader
14 10 (2.92%) ASP.NET MVC Developer
14 10 (2.92%) Mid-Level C# Developer
14 10 (2.92%) Senior DevOps
15 9 (2.62%) Java Engineer
Libraries, Frameworks & Software Standards
1 178 (51.90%) .NET
2 136 (39.65%) HTML
3 131 (38.19%) ASP.NET
4 110 (32.07%) ASP.NET MVC
5 54 (15.74%) CSS
6 40 (11.66%) .NET Framework
6 40 (11.66%) Web Services
7 39 (11.37%) HTML5
8 34 (9.91%) RESTful
9 31 (9.04%) Spring
10 30 (8.75%) Entity Framework
11 26 (7.58%) Node.js
12 24 (7.00%) REST
13 23 (6.71%) CSS3
13 23 (6.71%) SOAP
14 21 (6.12%) AngularJS
15 18 (5.25%) XML
16 17 (4.96%) WPF
17 15 (4.37%) Hibernate
18 14 (4.08%) J2EE
Miscellaneous
1 23 (6.71%) Mobile App
2 16 (4.66%) Analytical Skills
3 13 (3.79%) Enterprise Software
4 11 (3.21%) Computer Science
4 11 (3.21%) User Experience
5 9 (2.62%) Greenfield Project
6 7 (2.04%) Algorithms
6 7 (2.04%) NHS
7 6 (1.75%) Animation
7 6 (1.75%) Augmented Reality
8 5 (1.46%) Cloud Native
9 3 (0.87%) PMI
10 2 (0.58%) Data Structures
10 2 (0.58%) IVR
10 2 (0.58%) Photography
10 2 (0.58%) Public Cloud
10 2 (0.58%) Renewable Energy
11 1 (0.29%) Client/Server
11 1 (0.29%) Linux Command Line
Operating Systems
1 33 (9.62%) Linux
2 28 (8.16%) Windows
3 24 (7.00%) Unix
4 11 (3.21%) Apple iOS
5 9 (2.62%) CentOS
6 8 (2.33%) Red Hat Enterprise Linux
7 7 (2.04%) Mac OS
8 6 (1.75%) Android
8 6 (1.75%) Windows Server
8 6 (1.75%) Windows Server 2008
9 5 (1.46%) Ubuntu
10 2 (0.58%) Solaris
10 2 (0.58%) Windows Server 2012
Processes & Methodologies
1 259 (75.51%) Agile Software Development
2 201 (58.60%) TDD
3 163 (47.52%) Scrum
4 150 (43.73%) MVC
5 65 (18.95%) Test Automation
6 62 (18.08%) OO
7 60 (17.49%) DevOps
8 47 (13.70%) SDLC
9 43 (12.54%) Mentoring
10 40 (11.66%) BDD
11 39 (11.37%) Open Source
12 35 (10.20%) Continuous Delivery
13 32 (9.33%) Coaching
14 30 (8.75%) Software Engineering
15 22 (6.41%) Unit Testing
16 21 (6.12%) OOD
17 18 (5.25%) Data Modelling
18 17 (4.96%) Microservices
19 16 (4.66%) Software Delivery
20 15 (4.37%) Continuous Improvement
Programming Languages
1 181 (52.77%) C#
2 166 (48.40%) JavaScript
3 112 (32.65%) Java
4 70 (20.41%) SQL
5 32 (9.33%) Python
6 29 (8.45%) PowerShell
7 17 (4.96%) Ruby
8 15 (4.37%) PHP
9 13 (3.79%) Perl
10 9 (2.62%) Apple Swift
10 9 (2.62%) Objective-C
11 7 (2.04%) Bash Shell
12 6 (1.75%) T-SQL
13 4 (1.17%) C++
13 4 (1.17%) COBOL
13 4 (1.17%) PL/SQL
13 4 (1.17%) Shell Script
14 2 (0.58%) ES6
14 2 (0.58%) Jython
14 2 (0.58%) Scala
Qualifications
1 40 (11.66%) Degree
2 14 (4.08%) MCAD
2 14 (4.08%) MCSD
2 14 (4.08%) MCTS
2 14 (4.08%) Microsoft Certification
3 11 (3.21%) Computer Science Degree
4 3 (0.87%) PMI Certification
5 2 (0.58%) Security Cleared
6 1 (0.29%) BPSS Clearance
Quality Assurance & Compliance
1 14 (4.08%) QA
2 5 (1.46%) GCP
3 1 (0.29%) PMO
3 1 (0.29%) PSD2
System Software
1 20 (5.83%) Docker
2 15 (4.37%) VMware Infrastructure
3 5 (1.46%) Virtual Machines
4 4 (1.17%) vSphere
5 3 (0.87%) Hyper-V
6 2 (0.58%) LXC
6 2 (0.58%) OpenAM
6 2 (0.58%) VirtualBox
7 1 (0.29%) Active Directory
Systems Management
1 28 (8.16%) Ansible
2 24 (7.00%) Opscode Chef
3 23 (6.71%) Puppet
4 7 (2.04%) Kubernetes
4 7 (2.04%) Rundeck
4 7 (2.04%) Terraform
5 5 (1.46%) Consul
5 5 (1.46%) Graphite
5 5 (1.46%) HAProxy
5 5 (1.46%) Icinga
5 5 (1.46%) Packer
6 4 (1.17%) Capistrano
7 3 (0.87%) Nagios
8 2 (0.58%) HockeyApp
8 2 (0.58%) Kibana
8 2 (0.58%) logstash
8 2 (0.58%) Systems Management Server (SMS)
8 2 (0.58%) yum
9 1 (0.29%) Rancher
9 1 (0.29%) TIBCO Hawk
Vendors
1 44 (12.83%) Microsoft
2 23 (6.71%) Oracle
3 16 (4.66%) VMware
4 8 (2.33%) ServiceNow
5 7 (2.04%) Google
6 6 (1.75%) Apple
7 5 (1.46%) RedGate
7 5 (1.46%) Splunk
8 4 (1.17%) Red Hat
9 3 (0.87%) Atlassian
9 3 (0.87%) Perforce
10 2 (0.58%) Adobe
10 2 (0.58%) Alterian
10 2 (0.58%) F5
10 2 (0.58%) Salesforce.com
10 2 (0.58%) Zend
11 1 (0.29%) ESRI
11 1 (0.29%) TIBCO