Period
to 24 January 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 24 January 2019 with a comparison to the same period in the previous 2 years.

Continuous Integration
UK > Scotland
6 months to
24 Jan 2019
Same period 2018 Same period 2017
Rank 33 37 41
Rank change year-on-year +4 +4 +32
Permanent jobs citing Continuous Integration 364 367 254
As % of all permanent IT jobs advertised in Scotland 7.11% 6.56% 5.45%
As % of the Processes & Methodologies category 7.62% 7.09% 5.88%
Number of salaries quoted 249 207 116
Scotland median annual salary £45,000 £45,000 £42,750
Median salary % change year-on-year - +5.26% -5.00%
10th Percentile £37,500 £33,750 £32,500
90th Percentile £70,000 £70,000 £70,000
UK median annual salary £57,500 £55,000 £55,000
% change year-on-year +4.55% - +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 4,779 5,175 4,320
As % of all permanent IT jobs advertised in Scotland 93.38% 92.56% 92.62%
Number of salaries quoted 3,103 3,415 2,732
Scotland median annual salary £45,000 £45,000 £44,500
Median salary % change year-on-year - +1.12% +4.71%
10th Percentile £29,005 £28,250 £29,000
90th Percentile £69,375 £66,250 £65,000
UK median annual salary £52,500 £50,000 £47,500
% 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 24 January 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 24 January 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 +7 206 £45,000 -5.26% 28
Glasgow -7 144 £45,000 - 23
West Lothian -20 4 £41,500 - 3
Stirling - 3 - - 1
Midlothian - 1 £40,000 -
Highlands - 1 - -
Aberdeen - 1 £60,000 -
Dundee - 1 £50,000 - 1
Continuous Integration
UK

For the 6 months to 24 January 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.

1 178 (48.90%) Agile Software Development
2 143 (39.29%) TDD
3 142 (39.01%) C#
4 137 (37.64%) Test Automation
5 136 (37.36%) Finance
6 134 (36.81%) Java
7 132 (36.26%) Git (software)
8 123 (33.79%) SQL
9 120 (32.97%) DevOps
10 119 (32.69%) Python
11 115 (31.59%) OO
12 113 (31.04%) Jenkins
13 108 (29.67%) .NET
14 100 (27.47%) JavaScript
15 98 (26.92%) Continuous Delivery
16 95 (26.10%) XML
16 95 (26.10%) BDD
17 93 (25.55%) SQL Server
18 91 (25.00%) Linux
19 86 (23.63%) Windows
20 79 (21.70%) Amazon AWS
21 68 (18.68%) Microsoft Azure
21 68 (18.68%) Scrum
22 67 (18.41%) Unit Testing
23 66 (18.13%) Relational Database
23 66 (18.13%) Subversion
24 65 (17.86%) Open Source
24 65 (17.86%) Team Foundation Server
25 64 (17.58%) REST
26 63 (17.31%) Software Engineering

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 41 (11.26%) MQSeries
2 26 (7.14%) IIS
3 17 (4.67%) JBoss
4 16 (4.40%) Confluence
5 7 (1.92%) Apache
6 4 (1.10%) WebSphere
7 3 (0.82%) Oracle SOA Suite
7 3 (0.82%) Tomcat
8 2 (0.55%) Apache Spark
8 2 (0.55%) Elasticsearch
9 1 (0.27%) Apache Pig
9 1 (0.27%) CloudStack
9 1 (0.27%) Jetty
9 1 (0.27%) nginx
9 1 (0.27%) OpenStack
9 1 (0.27%) SharePoint
9 1 (0.27%) Umbraco
9 1 (0.27%) WebSphere Application Server
Applications
1 4 (1.10%) Chatbot
2 1 (0.27%) Microsoft Excel
Business Applications
1 2 (0.55%) BusinessWorks
1 2 (0.55%) Distributed Ledger
2 1 (0.27%) Dynamics CRM
2 1 (0.27%) Magento
2 1 (0.27%) Payment Gateway
Cloud Services
1 79 (21.70%) Amazon AWS
2 68 (18.68%) Microsoft Azure
3 34 (9.34%) Google Cloud Platform
4 10 (2.75%) npm
5 9 (2.47%) Slack
6 5 (1.37%) PaaS
6 5 (1.37%) SaaS
7 4 (1.10%) Amazon SQS
7 4 (1.10%) OpenShift
7 4 (1.10%) Serverless
7 4 (1.10%) Yarn
8 3 (0.82%) Dynamics 365
8 3 (0.82%) GitHub
8 3 (0.82%) Office 365
9 2 (0.55%) AWS CloudFormation
9 2 (0.55%) Cloud Computing
9 2 (0.55%) Firebase
9 2 (0.55%) Google Analytics
10 1 (0.27%) Amazon EMR
10 1 (0.27%) BrowserStack
Communications & Networking
1 9 (2.47%) HTTP
2 8 (2.20%) Firewall
3 3 (0.82%) DNS
3 3 (0.82%) Ethernet
3 3 (0.82%) SAN
3 3 (0.82%) VLAN
3 3 (0.82%) Wireshark
4 2 (0.55%) DHCP
4 2 (0.55%) Internet
5 1 (0.27%) Hyperconnected
5 1 (0.27%) Modbus
5 1 (0.27%) Software-Defined Networking
Database & Business Intelligence
1 93 (25.55%) SQL Server
2 66 (18.13%) Relational Database
3 61 (16.76%) NoSQL
4 54 (14.84%) PostgreSQL
5 45 (12.36%) Apache Cassandra
6 41 (11.26%) Bigtable
7 23 (6.32%) MySQL
8 22 (6.04%) MongoDB
9 13 (3.57%) RDBMS
10 11 (3.02%) SQLite
11 9 (2.47%) Big Data
12 7 (1.92%) Blockchain
13 6 (1.65%) Oracle Database
14 5 (1.37%) Cosmos DB
15 4 (1.10%) CouchDB
15 4 (1.10%) GIS
15 4 (1.10%) Neo4j
15 4 (1.10%) Oracle Database 12c
15 4 (1.10%) SQL Server 2016
16 3 (0.82%) Data Warehouse
Development Applications
1 132 (36.26%) Git (software)
2 113 (31.04%) Jenkins
3 66 (18.13%) Subversion
4 65 (17.86%) Team Foundation Server
5 61 (16.76%) JIRA
6 50 (13.74%) SpecFlow
7 47 (12.91%) Visual Studio
8 46 (12.64%) Selenium
9 44 (12.09%) TeamCity
10 37 (10.16%) Cucumber
11 35 (9.62%) GoCD
12 30 (8.24%) Octopus Deploy
13 29 (7.97%) Atlassian Bamboo
14 27 (7.42%) IBM UrbanCode
15 25 (6.87%) Maven
16 24 (6.59%) NUnit
17 21 (5.77%) Eclipse
17 21 (5.77%) Visual Studio Team System
18 20 (5.49%) Bitbucket
19 15 (4.12%) Artifactory
General
1 136 (37.36%) Finance
2 14 (3.85%) Marketing
3 13 (3.57%) Banking
4 8 (2.20%) Advertising
4 8 (2.20%) Retail
4 8 (2.20%) Telecoms
5 7 (1.92%) Electronics
5 7 (1.92%) Manufacturing
6 5 (1.37%) Financial Institution
7 4 (1.10%) Publishing
8 2 (0.55%) Games
9 1 (0.27%) Back Office
9 1 (0.27%) Military
9 1 (0.27%) Pharmaceutical
Job Titles
1 139 (38.19%) Developer
2 63 (17.31%) .NET Developer
2 63 (17.31%) Software Developer
3 58 (15.93%) Software Engineer
4 55 (15.11%) Java Engineer
5 48 (13.19%) .NET Software Developer
6 46 (12.64%) Java Developer
7 45 (12.36%) Senior DevOps
8 41 (11.26%) C# Developer
8 41 (11.26%) Python Engineer
8 41 (11.26%) Test Engineer
9 38 (10.44%) C# .NET Developer
10 36 (9.89%) Senior Developer
11 34 (9.34%) Java Software Engineer
12 33 (9.07%) DevOps Engineer
13 30 (8.24%) C# Software Developer
14 29 (7.97%) Consultant
15 28 (7.69%) Senior Consultant
15 28 (7.69%) Software Test Engineer
16 27 (7.42%) Software Development Engineer
Libraries, Frameworks & Software Standards
1 108 (29.67%) .NET
2 95 (26.10%) XML
3 64 (17.58%) REST
4 61 (16.76%) HTML
5 58 (15.93%) CSS
6 56 (15.38%) ASP.NET Web API
7 53 (14.56%) AngularJS
8 49 (13.46%) Middleware
9 45 (12.36%) ASP.NET
10 41 (11.26%) JSON
10 41 (11.26%) XML Schema
11 40 (10.99%) Elastic Stack
12 35 (9.62%) Gherkin
13 33 (9.07%) React
14 32 (8.79%) .NET Framework
15 31 (8.52%) HTML5
16 29 (7.97%) Spring
17 28 (7.69%) Web Services
18 26 (7.14%) CSS3
19 24 (6.59%) RESTful
Miscellaneous
1 47 (12.91%) Virtual Team
2 23 (6.32%) User Experience
3 20 (5.49%) Algorithms
4 18 (4.95%) Enterprise Software
5 17 (4.67%) Greenfield Project
6 15 (4.12%) Mobile App
7 10 (2.75%) Data Structures
8 9 (2.47%) Analytical Skills
9 8 (2.20%) Management Information System
9 8 (2.20%) Public Cloud
10 7 (1.92%) Cloud Native
11 5 (1.37%) Linux Command Line
12 4 (1.10%) Fintech
13 3 (0.82%) Blog
13 3 (0.82%) Grid Computing
13 3 (0.82%) Wiki
14 2 (0.55%) Data Centre
15 1 (0.27%) EPoS
15 1 (0.27%) Renewable Energy
15 1 (0.27%) Xbox
Operating Systems
1 91 (25.00%) Linux
2 86 (23.63%) Windows
3 53 (14.56%) Unix
4 15 (4.12%) Red Hat Enterprise Linux
5 11 (3.02%) Android
6 9 (2.47%) Apple iOS
7 5 (1.37%) CentOS
7 5 (1.37%) Ubuntu
8 4 (1.10%) Windows Server
9 3 (0.82%) Windows 10
10 2 (0.55%) Debian
10 2 (0.55%) Mac OS X
10 2 (0.55%) Solaris
11 1 (0.27%) VMS
11 1 (0.27%) Windows Server 2012
Processes & Methodologies
1 178 (48.90%) Agile Software Development
2 143 (39.29%) TDD
3 137 (37.64%) Test Automation
4 120 (32.97%) DevOps
5 115 (31.59%) OO
6 98 (26.92%) Continuous Delivery
7 95 (26.10%) BDD
8 68 (18.68%) Scrum
9 67 (18.41%) Unit Testing
10 65 (17.86%) Open Source
11 63 (17.31%) Software Engineering
12 62 (17.03%) Microservices
13 60 (16.48%) MVC
14 54 (14.84%) Continuous Deployment
15 52 (14.29%) SDLC
16 48 (13.19%) Refactoring
17 46 (12.64%) System Testing
18 42 (11.54%) Problem-Solving
19 41 (11.26%) Complex Event Processing
19 41 (11.26%) Domain Models
Programming Languages
1 142 (39.01%) C#
2 134 (36.81%) Java
3 123 (33.79%) SQL
4 119 (32.69%) Python
5 100 (27.47%) JavaScript
6 52 (14.29%) PowerShell
7 41 (11.26%) XPath
8 35 (9.62%) Ruby
9 25 (6.87%) C++
10 20 (5.49%) ES6
11 17 (4.67%) Bash Shell
12 8 (2.20%) Shell Script
13 7 (1.92%) Perl
14 5 (1.37%) Java 8
15 4 (1.10%) Apple Swift
15 4 (1.10%) ES7
15 4 (1.10%) Jython
15 4 (1.10%) PL/SQL
16 3 (0.82%) Groovy
16 3 (0.82%) Scala
Qualifications
1 51 (14.01%) Degree
2 13 (3.57%) Computer Science Degree
3 4 (1.10%) Security Cleared
4 3 (0.82%) Numerate Degree
5 1 (0.27%) AWS Certification
5 1 (0.27%) ISTQB
5 1 (0.27%) Microsoft Certification
5 1 (0.27%) Postgraduate
Quality Assurance & Compliance
1 27 (7.42%) QA
2 4 (1.10%) PMO
3 1 (0.27%) Data Quality
System Software
1 38 (10.44%) Docker
2 27 (7.42%) Active Directory
3 4 (1.10%) VMware Infrastructure
4 2 (0.55%) NFS
5 1 (0.27%) vSphere
5 1 (0.27%) Xen
5 1 (0.27%) XenServer
Systems Management
1 56 (15.38%) Ansible
2 48 (13.19%) Puppet
3 45 (12.36%) Opscode Chef
4 42 (11.54%) Terraform
5 28 (7.69%) Rundeck
6 27 (7.42%) Consul
7 11 (3.02%) Kubernetes
8 9 (2.47%) Packer
9 7 (1.92%) Graphite
9 7 (1.92%) HAProxy
9 7 (1.92%) Icinga
10 3 (0.82%) Mesos
11 1 (0.27%) Cobbler
11 1 (0.27%) Docker Swarm
11 1 (0.27%) Oozie
11 1 (0.27%) Single Sign-On
11 1 (0.27%) Tivoli
Vendors
1 53 (14.56%) Microsoft
2 28 (7.69%) Splunk
3 27 (7.42%) Delphix
3 27 (7.42%) RedGate
3 27 (7.42%) ServiceNow
4 20 (5.49%) Oracle
5 13 (3.57%) VMware
6 12 (3.30%) Google
7 8 (2.20%) SAP
8 7 (1.92%) Atlassian
8 7 (1.92%) Red Hat
9 4 (1.10%) Perforce
9 4 (1.10%) Twitter
10 3 (0.82%) IBM
10 3 (0.82%) NetApp
10 3 (0.82%) Salesforce.com
11 2 (0.55%) Apple
11 2 (0.55%) Cognizant
11 2 (0.55%) Mashery
11 2 (0.55%) TIBCO