Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for DevOps skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited DevOps over the 6 months to 20 November 2017 with a comparison to the same period in the previous 2 years.

DevOps
Scotland > Glasgow
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 44 82 111
Rank change year-on-year +38 +29 +22
Permanent jobs citing DevOps 124 54 47
As % of all permanent IT jobs advertised in Glasgow 5.39% 2.53% 1.82%
As % of the Processes & Methodologies category 5.86% 2.72% 1.99%
Number of salaries quoted 75 14 30
Glasgow median annual salary £52,500 £42,500 £45,000
Median salary % change year-on-year +23.53% -5.56% -25.00%
10th Percentile £37,150 £32,750 £33,625
90th Percentile £75,000 £53,750 £72,500
Scotland median annual salary £50,000 £42,500 £49,500
% change year-on-year +17.65% -14.14% +14.45%

DevOps 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 Glasgow with a requirement for process or methodology skills.

All Process and Methodology Skills
Glasgow
Permanent vacancies with a requirement for process or methodology skills 2115 1982 2357
As % of all permanent IT jobs advertised in Glasgow 91.88% 92.70% 91.14%
Number of salaries quoted 1362 1074 1505
Glasgow median annual salary £47,500 £42,500 £42,500
Median salary % change year-on-year +11.76% - +6.25%
10th Percentile £31,500 £28,750 £28,750
90th Percentile £67,500 £60,000 £60,500
Scotland median annual salary £45,000 £44,500 £42,500
% change year-on-year +1.12% +4.71% +2.41%

DevOps
Job Vacancy Trend in Glasgow

Job postings citing DevOps as a percentage of all IT jobs advertised in Glasgow.

Job vacancy trend for DevOps in Glasgow

DevOps
Salary Trend in Glasgow

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing DevOps in Glasgow.

Salary trend for DevOps in Glasgow

DevOps
Salary Histogram in Glasgow

The salary distribution of IT jobs citing DevOps in Glasgow over the 6 months to 20 November 2017.

Salary histogram for DevOps in Glasgow

For the 6 months to 20 November 2017, IT jobs citing DevOps 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 Glasgow region with a requirement for DevOps.

1 62 (50.00%) Agile Software Development
2 59 (47.58%) Linux
3 53 (42.74%) Python
4 48 (38.71%) Java
5 44 (35.48%) Amazon AWS
6 43 (34.68%) Finance
7 39 (31.45%) Microsoft Azure
8 34 (27.42%) Docker
9 32 (25.81%) Puppet
9 32 (25.81%) Opscode Chef
10 31 (25.00%) Configuration Management
11 30 (24.19%) Open Source
11 30 (24.19%) Ansible
12 29 (23.39%) Jenkins
13 26 (20.97%) Continuous Integration
14 24 (19.35%) Ruby
14 24 (19.35%) SQL
15 23 (18.55%) Git (software)
15 23 (18.55%) MongoDB
15 23 (18.55%) Relational Database
16 21 (16.94%) NoSQL
16 21 (16.94%) C#
16 21 (16.94%) Unix
17 20 (16.13%) Web Services
17 20 (16.13%) Vagrant
17 20 (16.13%) Microservices
18 18 (14.52%) Red Hat Enterprise Linux
19 17 (13.71%) Security Cleared
19 17 (13.71%) JavaScript
19 17 (13.71%) Perl

DevOps
Co-occurring IT Skills in Glasgow 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 7 (5.65%) SharePoint
2 4 (3.23%) Apache
3 2 (1.61%) Cloud Foundry
3 2 (1.61%) Elasticsearch
3 2 (1.61%) IIS
3 2 (1.61%) Tomcat
4 1 (0.81%) Apache Spark
4 1 (0.81%) Confluence
4 1 (0.81%) IBM HTTP Server
4 1 (0.81%) JBoss
4 1 (0.81%) nginx
4 1 (0.81%) WebSphere
4 1 (0.81%) WebSphere Application Server
Business Applications
1 2 (1.61%) Eloqua
Cloud Services
1 44 (35.48%) Amazon AWS
2 39 (31.45%) Microsoft Azure
3 12 (9.68%) Cloud Computing
4 8 (6.45%) Google Cloud Platform
5 6 (4.84%) OpenShift
6 5 (4.03%) Office 365
7 3 (2.42%) PaaS
8 2 (1.61%) Amazon EC2
8 2 (1.61%) Amazon SQS
8 2 (1.61%) AWS CloudFormation
8 2 (1.61%) IaaS
9 1 (0.81%) Amazon S3
9 1 (0.81%) Heroku
9 1 (0.81%) Virtual Private Cloud
Communications & Networking
1 17 (13.71%) Firewall
2 15 (12.10%) HTTP
3 13 (10.48%) SSL
4 12 (9.68%) DNS
5 11 (8.87%) SMTP
6 10 (8.06%) TCP/IP
7 9 (7.26%) IPsec
8 3 (2.42%) Internet
8 3 (2.42%) VPN
9 2 (1.61%) DHCP
9 2 (1.61%) FTP
9 2 (1.61%) LAN
9 2 (1.61%) SNMP
9 2 (1.61%) SSH
9 2 (1.61%) Telnet
9 2 (1.61%) VoIP
9 2 (1.61%) WAN
10 1 (0.81%) HTTPS
Database & Business Intelligence
1 23 (18.55%) MongoDB
1 23 (18.55%) Relational Database
2 21 (16.94%) NoSQL
3 14 (11.29%) MySQL
4 10 (8.06%) RDBMS
5 9 (7.26%) Redis
6 8 (6.45%) DB2
7 4 (3.23%) Big Data
8 3 (2.42%) SQL Server
8 3 (2.42%) SQL Server Reporting Services
9 2 (1.61%) Apache Cassandra
9 2 (1.61%) CouchDB
9 2 (1.61%) DocumentDB
9 2 (1.61%) Hadoop
9 2 (1.61%) PostgreSQL
10 1 (0.81%) Amazon RDS
10 1 (0.81%) Apache Hive
10 1 (0.81%) Oracle Database
Development Applications
1 29 (23.39%) Jenkins
2 23 (18.55%) Git (software)
3 20 (16.13%) Vagrant
4 13 (10.48%) Gradle
5 10 (8.06%) TeamCity
6 9 (7.26%) JIRA
7 8 (6.45%) JUnit
7 8 (6.45%) Maven
8 5 (4.03%) Bitbucket
9 4 (3.23%) GoCD
9 4 (3.23%) Octopus Deploy
9 4 (3.23%) Selenium
9 4 (3.23%) Sonatype Nexus
10 3 (2.42%) Cucumber
10 3 (2.42%) Hudson
10 3 (2.42%) Subversion
10 3 (2.42%) Team Foundation Server
11 2 (1.61%) Ant
11 2 (1.61%) PHPUnit
11 2 (1.61%) Visual Studio
General
1 43 (34.68%) Finance
2 10 (8.06%) Banking
3 4 (3.23%) Games
4 3 (2.42%) Law
4 3 (2.42%) Publishing
5 2 (1.61%) Investment Banking
5 2 (1.61%) Marketing
6 1 (0.81%) Advertising
Job Titles
1 52 (41.94%) DevOps Engineer
2 33 (26.61%) Developer
3 21 (16.94%) Senior DevOps
4 18 (14.52%) Lead DevOps
4 18 (14.52%) Senior DevOps Engineer
5 15 (12.10%) Senior Developer
6 11 (8.87%) Java Developer
6 11 (8.87%) Lead DevOps Engineer
7 8 (6.45%) DevOps Developer
8 6 (4.84%) NoSQL Developer
8 6 (4.84%) Senior Java Developer
9 5 (4.03%) Cloud Developer
9 5 (4.03%) Full Stack Developer
9 5 (4.03%) Software Developer
10 4 (3.23%) Build Engineer
10 4 (3.23%) Lead Software Engineer
10 4 (3.23%) Machine Learning Engineer
10 4 (3.23%) PHP Developer
10 4 (3.23%) Software Engineer
11 3 (2.42%) Release Engineer
Libraries, Frameworks & Software Standards
1 20 (16.13%) Web Services
2 14 (11.29%) Spring
3 10 (8.06%) Node.js
3 10 (8.06%) REST
4 9 (7.26%) AngularJS
4 9 (7.26%) CSS
4 9 (7.26%) HTML
5 8 (6.45%) Hibernate
5 8 (6.45%) Spring Boot
6 7 (5.65%) HTML5
6 7 (5.65%) jQuery
7 6 (4.84%) RabbitMQ
7 6 (4.84%) Symfony
7 6 (4.84%) XML
8 5 (4.03%) CSS3
8 5 (4.03%) Elastic Stack
8 5 (4.03%) RESTful
8 5 (4.03%) SOAP
9 4 (3.23%) ASP.NET Web API
9 4 (3.23%) Spring Cloud
Miscellaneous
1 10 (8.06%) Greenfield Project
2 5 (4.03%) Virtual Team
3 4 (3.23%) Equities
4 3 (2.42%) Analytical Skills
4 3 (2.42%) Management Information System
5 2 (1.61%) Algorithms
5 2 (1.61%) Enterprise Software
5 2 (1.61%) Fintech
5 2 (1.61%) Public Cloud
5 2 (1.61%) User Experience
6 1 (0.81%) Client/Server
6 1 (0.81%) DataPower
6 1 (0.81%) VLE
Operating Systems
1 59 (47.58%) Linux
2 21 (16.94%) Unix
3 18 (14.52%) Red Hat Enterprise Linux
4 16 (12.90%) CentOS
5 15 (12.10%) Ubuntu
6 13 (10.48%) Windows
7 2 (1.61%) Amazon Linux
7 2 (1.61%) Windows Server
8 1 (0.81%) AIX
8 1 (0.81%) Solaris
Processes & Methodologies
1 62 (50.00%) Agile Software Development
2 31 (25.00%) Configuration Management
3 30 (24.19%) Open Source
4 26 (20.97%) Continuous Integration
5 20 (16.13%) Microservices
6 16 (12.90%) TDD
7 15 (12.10%) Mentoring
7 15 (12.10%) Test Automation
8 13 (10.48%) ITIL
8 13 (10.48%) Scrum
8 13 (10.48%) SDLC
9 12 (9.68%) Software Engineering
9 12 (9.68%) Web Development
10 11 (8.87%) Analytics
10 11 (8.87%) Machine Learning
11 10 (8.06%) Continuous Delivery
11 10 (8.06%) Continuous Improvement
12 8 (6.45%) Migration
12 8 (6.45%) Release Management
12 8 (6.45%) Workflow
Programming Languages
1 53 (42.74%) Python
2 48 (38.71%) Java
3 24 (19.35%) Ruby
3 24 (19.35%) SQL
4 21 (16.94%) C#
5 17 (13.71%) JavaScript
5 17 (13.71%) Perl
6 16 (12.90%) PHP
7 15 (12.10%) C++
8 13 (10.48%) Bash Shell
8 13 (10.48%) PowerShell
9 6 (4.84%) Shell Script
10 1 (0.81%) Clojure
Qualifications
1 17 (13.71%) Security Cleared
2 7 (5.65%) RHCE
3 4 (3.23%) Degree
4 2 (1.61%) SC Cleared
Quality Assurance & Compliance
1 10 (8.06%) QA
2 2 (1.61%) Sarbanes-Oxley
3 1 (0.81%) Dodd-Frank
3 1 (0.81%) EMIR
3 1 (0.81%) MiFID
3 1 (0.81%) PMO
System Software
1 34 (27.42%) Docker
2 5 (4.03%) Virtual Machines
3 4 (3.23%) VMware Infrastructure
4 2 (1.61%) Active Directory
4 2 (1.61%) Hyper-V
4 2 (1.61%) LXC
4 2 (1.61%) Microsoft App-V
4 2 (1.61%) OpenAM
4 2 (1.61%) VirtualBox
5 1 (0.81%) Apache Flume
Systems Management
1 32 (25.81%) Opscode Chef
1 32 (25.81%) Puppet
2 30 (24.19%) Ansible
3 16 (12.90%) Packer
4 11 (8.87%) Nagios
4 11 (8.87%) ZABBIX
5 10 (8.06%) Grafana
6 8 (6.45%) CFEngine
6 8 (6.45%) Kubernetes
7 5 (4.03%) Graphite
7 5 (4.03%) HAProxy
7 5 (4.03%) Icinga
8 2 (1.61%) Capistrano
8 2 (1.61%) Kibana
8 2 (1.61%) logstash
8 2 (1.61%) SCCM
9 1 (0.81%) BladeLogic
9 1 (0.81%) Docker Swarm
9 1 (0.81%) Terraform
Vendors
1 12 (9.68%) Microsoft
2 10 (8.06%) Red Hat
3 8 (6.45%) Google
4 7 (5.65%) Sybase
5 6 (4.84%) VMware
5 6 (4.84%) Zend
6 3 (2.42%) Nintex
6 3 (2.42%) Oracle
6 3 (2.42%) ServiceNow
7 2 (1.61%) Citrix
7 2 (1.61%) IBM
7 2 (1.61%) Perforce
7 2 (1.61%) Salesforce.com
8 1 (0.81%) Pega