Period
to 21 January 2018

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 21 January 2018 with a comparison to the same period in the previous 2 years.

DevOps
Scotland > Glasgow
6 months to
21 Jan 2018
Same period 2017 Same period 2016
Rank 39 85 120
Rank change year-on-year +46 +35 -5
Permanent jobs citing DevOps 137 36 40
As % of all permanent IT jobs advertised in Glasgow 6.30% 1.92% 1.51%
As % of the Processes & Methodologies category 6.81% 2.09% 1.66%
Number of salaries quoted 89 20 30
Glasgow median annual salary £52,500 £42,500 £45,000
Median salary % change year-on-year +23.53% -5.56% -10.00%
10th Percentile £38,700 £31,250 £33,750
90th Percentile £75,750 £57,750 £58,625
Scotland median annual salary £52,500 £43,500 £50,000
% change year-on-year +20.69% -13.00% +5.26%

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 2,011 1,724 2,411
As % of all permanent IT jobs advertised in Glasgow 92.50% 92.09% 91.08%
Number of salaries quoted 1,342 1,006 1,516
Glasgow median annual salary £47,500 £43,250 £42,500
Median salary % change year-on-year +9.83% +1.76% +6.25%
10th Percentile £31,500 £30,000 £28,750
90th Percentile £67,500 £60,000 £60,000
Scotland median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% -

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 21 January 2018.

Salary histogram for DevOps in Glasgow

For the 6 months to 21 January 2018, 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 68 (49.64%) Amazon AWS
2 66 (48.18%) Python
3 65 (47.45%) Agile Software Development
4 62 (45.26%) Linux
5 59 (43.07%) Microsoft Azure
6 48 (35.04%) Java
7 44 (32.12%) Docker
8 42 (30.66%) Finance
9 37 (27.01%) SQL
9 37 (27.01%) Ruby
10 31 (22.63%) Configuration Management
10 31 (22.63%) Continuous Integration
10 31 (22.63%) Jenkins
11 30 (21.90%) Opscode Chef
11 30 (21.90%) Ansible
11 30 (21.90%) Puppet
12 28 (20.44%) Web Services
13 26 (18.98%) C#
14 24 (17.52%) Open Source
14 24 (17.52%) Vagrant
14 24 (17.52%) Microservices
15 23 (16.79%) Red Hat Enterprise Linux
16 22 (16.06%) Firewall
17 21 (15.33%) C++
17 21 (15.33%) CentOS
17 21 (15.33%) Security Cleared
17 21 (15.33%) Software Engineering
17 21 (15.33%) NoSQL
18 20 (14.60%) Packer
18 20 (14.60%) MongoDB

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 (5.11%) SharePoint
2 2 (1.46%) Apache
2 2 (1.46%) Apache Spark
2 2 (1.46%) Cloud Foundry
2 2 (1.46%) Elasticsearch
2 2 (1.46%) IIS
3 1 (0.73%) CloudStack
3 1 (0.73%) Confluence
3 1 (0.73%) IBM HTTP Server
3 1 (0.73%) nginx
3 1 (0.73%) OpenStack
3 1 (0.73%) WebSphere
3 1 (0.73%) WebSphere Application Server
Business Applications
1 1 (0.73%) Eloqua
Cloud Services
1 68 (49.64%) Amazon AWS
2 59 (43.07%) Microsoft Azure
3 12 (8.76%) Cloud Computing
3 12 (8.76%) Google Cloud Platform
4 9 (6.57%) OpenShift
5 7 (5.11%) Amazon SQS
6 5 (3.65%) Office 365
7 2 (1.46%) IaaS
7 2 (1.46%) PaaS
8 1 (0.73%) Amazon EC2
8 1 (0.73%) Amazon S3
8 1 (0.73%) AWS CloudFormation
8 1 (0.73%) Heroku
Communications & Networking
1 22 (16.06%) Firewall
2 14 (10.22%) HTTP
3 6 (4.38%) SSL
4 5 (3.65%) DNS
4 5 (3.65%) SMTP
5 3 (2.19%) Internet
5 3 (2.19%) IPsec
5 3 (2.19%) TCP/IP
5 3 (2.19%) VPN
6 2 (1.46%) DHCP
6 2 (1.46%) FTP
6 2 (1.46%) LAN
6 2 (1.46%) SNMP
6 2 (1.46%) SSH
6 2 (1.46%) Telnet
6 2 (1.46%) VoIP
6 2 (1.46%) WAN
7 1 (0.73%) HTTPS
Database & Business Intelligence
1 21 (15.33%) NoSQL
2 20 (14.60%) MongoDB
3 16 (11.68%) Relational Database
4 11 (8.03%) RDBMS
5 10 (7.30%) Big Data
6 9 (6.57%) DB2
7 7 (5.11%) Apache Cassandra
7 7 (5.11%) Cosmos DB
7 7 (5.11%) CouchDB
8 6 (4.38%) MySQL
8 6 (4.38%) SQL Server Reporting Services
9 5 (3.65%) PostgreSQL
10 4 (2.92%) Redis
10 4 (2.92%) SQL Server
11 3 (2.19%) SQL Server Integration Services
12 2 (1.46%) Apache Hive
12 2 (1.46%) Hadoop
12 2 (1.46%) SQL Server 2016
12 2 (1.46%) SQL Server Analysis Services
13 1 (0.73%) Power BI
Development Applications
1 31 (22.63%) Jenkins
2 24 (17.52%) Vagrant
3 20 (14.60%) Git (software)
4 12 (8.76%) Gradle
5 11 (8.03%) JIRA
6 9 (6.57%) JUnit
7 7 (5.11%) Sonatype Nexus
7 7 (5.11%) TeamCity
8 6 (4.38%) Maven
9 5 (3.65%) Bitbucket
10 4 (2.92%) Octopus Deploy
10 4 (2.92%) SonarQube
11 3 (2.19%) Team Foundation Server
12 2 (1.46%) GoCD
12 2 (1.46%) Selenium
12 2 (1.46%) Subversion
12 2 (1.46%) Visual Studio
13 1 (0.73%) Atlassian Bamboo
13 1 (0.73%) Codeship
13 1 (0.73%) PHPUnit
General
1 42 (30.66%) Finance
2 11 (8.03%) Banking
3 4 (2.92%) Advertising
3 4 (2.92%) Games
4 3 (2.19%) Publishing
5 1 (0.73%) Investment Banking
5 1 (0.73%) Law
5 1 (0.73%) Marketing
Job Titles
1 63 (45.99%) DevOps Engineer
2 33 (24.09%) Developer
3 23 (16.79%) Senior DevOps
4 22 (16.06%) Senior Developer
5 21 (15.33%) Lead DevOps
6 20 (14.60%) Senior DevOps Engineer
7 15 (10.95%) Lead DevOps Engineer
8 9 (6.57%) Software Engineer
9 8 (5.84%) Software Developer
10 7 (5.11%) Java Developer
10 7 (5.11%) Lead Software Engineer
10 7 (5.11%) Machine Learning Engineer
11 6 (4.38%) .NET Developer
11 6 (4.38%) DevOps Developer
11 6 (4.38%) Senior Software Developer
12 5 (3.65%) .NET Software Developer
12 5 (3.65%) Senior .NET Developer
12 5 (3.65%) Senior .NET Software Developer
13 4 (2.92%) Cloud Engineer
13 4 (2.92%) NoSQL Developer
Libraries, Frameworks & Software Standards
1 28 (20.44%) Web Services
2 11 (8.03%) Hibernate
2 11 (8.03%) REST
2 11 (8.03%) Spring
3 9 (6.57%) CSS
3 9 (6.57%) HTML
3 9 (6.57%) RabbitMQ
3 9 (6.57%) Ruby on Rails
3 9 (6.57%) Spring Boot
4 7 (5.11%) .NET
4 7 (5.11%) .NET Framework
4 7 (5.11%) Akka
4 7 (5.11%) ASP.NET
4 7 (5.11%) ASP.NET Web API
4 7 (5.11%) Entity Framework
4 7 (5.11%) WCF
5 6 (4.38%) AngularJS
5 6 (4.38%) Symfony
6 5 (3.65%) Django
6 5 (3.65%) React
Miscellaneous
1 18 (13.14%) Greenfield Project
2 6 (4.38%) Algorithms
2 6 (4.38%) Fintech
3 5 (3.65%) Data Centre
3 5 (3.65%) Virtual Team
4 4 (2.92%) Clustering
4 4 (2.92%) Replication
5 2 (1.46%) Analytical Skills
5 2 (1.46%) Enterprise Software
5 2 (1.46%) Mobile App
6 1 (0.73%) DataPower
6 1 (0.73%) Management Information System
6 1 (0.73%) Public Cloud
6 1 (0.73%) Social Media
6 1 (0.73%) VLE
Operating Systems
1 62 (45.26%) Linux
2 23 (16.79%) Red Hat Enterprise Linux
3 21 (15.33%) CentOS
4 19 (13.87%) Ubuntu
5 14 (10.22%) Unix
6 12 (8.76%) Windows
7 2 (1.46%) Amazon Linux
7 2 (1.46%) Apple iOS
7 2 (1.46%) Windows Server
8 1 (0.73%) AIX
8 1 (0.73%) Solaris
8 1 (0.73%) Windows Server 2008
Processes & Methodologies
1 65 (47.45%) Agile Software Development
2 31 (22.63%) Configuration Management
2 31 (22.63%) Continuous Integration
3 24 (17.52%) Microservices
3 24 (17.52%) Open Source
4 21 (15.33%) Software Engineering
5 18 (13.14%) Analytics
5 18 (13.14%) Mentoring
6 16 (11.68%) Scrum
7 15 (10.95%) Machine Learning
8 14 (10.22%) Business Intelligence
8 14 (10.22%) SDLC
9 13 (9.49%) Workflow
10 10 (7.30%) Information Security
10 10 (7.30%) ITIL
11 9 (6.57%) Cybersecurity
11 9 (6.57%) Project Management
12 8 (5.84%) Continuous Improvement
12 8 (5.84%) Migration
12 8 (5.84%) SOLID
Programming Languages
1 66 (48.18%) Python
2 48 (35.04%) Java
3 37 (27.01%) Ruby
3 37 (27.01%) SQL
4 26 (18.98%) C#
5 21 (15.33%) C++
6 13 (9.49%) JavaScript
7 11 (8.03%) Perl
8 10 (7.30%) Bash Shell
9 9 (6.57%) PHP
9 9 (6.57%) PowerShell
10 8 (5.84%) Shell Script
11 5 (3.65%) T-SQL
12 2 (1.46%) Objective-C
Qualifications
1 21 (15.33%) Security Cleared
2 3 (2.19%) Degree
2 3 (2.19%) RHCE
3 2 (1.46%) SC Cleared
Quality Assurance & Compliance
1 12 (8.76%) QA
2 2 (1.46%) Sarbanes-Oxley
3 1 (0.73%) PMO
System Software
1 44 (32.12%) Docker
2 5 (3.65%) Virtual Machines
3 4 (2.92%) Active Directory
3 4 (2.92%) VMware Infrastructure
4 2 (1.46%) Hyper-V
4 2 (1.46%) LXC
4 2 (1.46%) Microsoft App-V
4 2 (1.46%) OpenAM
4 2 (1.46%) VirtualBox
5 1 (0.73%) Apache Flume
5 1 (0.73%) vCloud
5 1 (0.73%) vSphere
5 1 (0.73%) Xen
5 1 (0.73%) XenServer
Systems Management
1 30 (21.90%) Ansible
1 30 (21.90%) Opscode Chef
1 30 (21.90%) Puppet
2 20 (14.60%) Packer
3 9 (6.57%) Kubernetes
4 7 (5.11%) Nagios
5 4 (2.92%) Graphite
5 4 (2.92%) HAProxy
5 4 (2.92%) Icinga
5 4 (2.92%) ZABBIX
6 3 (2.19%) CFEngine
6 3 (2.19%) Grafana
7 2 (1.46%) Cobbler
7 2 (1.46%) Kibana
7 2 (1.46%) logstash
7 2 (1.46%) SCCM
7 2 (1.46%) Tivoli
8 1 (0.73%) Capistrano
8 1 (0.73%) Terraform
8 1 (0.73%) vCenter Server
Vendors
1 20 (14.60%) Microsoft
2 14 (10.22%) Google
3 9 (6.57%) Sybase
4 6 (4.38%) Red Hat
4 6 (4.38%) VMware
4 6 (4.38%) Zend
5 3 (2.19%) Nintex
5 3 (2.19%) Oracle
5 3 (2.19%) ServiceNow
6 2 (1.46%) Citrix
6 2 (1.46%) IDERA
6 2 (1.46%) RedGate
6 2 (1.46%) SolarWinds
7 1 (0.73%) EnterpriseDB
7 1 (0.73%) IBM
7 1 (0.73%) Salesforce.com