Period
to 19 November 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 19 November 2018 with a comparison to the same period in the previous 2 years.

DevOps
Scotland > Glasgow
6 months to
19 Nov 2018
Same period 2017 Same period 2016
Rank 61 47 86
Rank change year-on-year -14 +39 +24
Permanent jobs citing DevOps 106 123 54
As % of all permanent IT jobs advertised in Glasgow 5.02% 5.39% 2.51%
As % of the Processes & Methodologies category 5.35% 5.84% 2.68%
Number of salaries quoted 63 74 14
Glasgow median annual salary £50,000 £52,500 £42,500
Median salary % change year-on-year -4.76% +23.53% -5.56%
10th Percentile £41,250 £36,925 £32,750
90th Percentile £65,000 £75,000 £53,750
Scotland median annual salary £50,000 £50,000 £42,500
% change year-on-year - +17.65% -14.14%

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 1,982 2,106 2,017
As % of all permanent IT jobs advertised in Glasgow 93.93% 92.29% 93.68%
Number of salaries quoted 1,430 1,356 1,098
Glasgow median annual salary £47,500 £47,500 £42,500
Median salary % change year-on-year - +11.76% -
10th Percentile £31,235 £31,500 £28,742
90th Percentile £65,000 £67,500 £60,000
Scotland median annual salary £45,000 £44,705 £43,500
% change year-on-year +0.66% +2.77% +2.35%

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 19 November 2018.

Salary histogram for DevOps in Glasgow

For the 6 months to 19 November 2018, IT jobs citing DevOps 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 Glasgow region with a requirement for DevOps.

1 57 (53.77%) Agile Software Development
2 55 (51.89%) Linux
3 54 (50.94%) Amazon AWS
4 51 (48.11%) Python
5 46 (43.40%) Jenkins
6 43 (40.57%) Continuous Integration
7 41 (38.68%) Ansible
8 39 (36.79%) Microsoft Azure
9 37 (34.91%) Git (software)
10 31 (29.25%) Puppet
10 31 (29.25%) Opscode Chef
11 28 (26.42%) Unix
11 28 (26.42%) SDLC
12 27 (25.47%) Java
12 27 (25.47%) SQL
13 22 (20.75%) Finance
13 22 (20.75%) Docker
14 20 (18.87%) Test Automation
15 19 (17.92%) TeamCity
15 19 (17.92%) Bash Shell
15 19 (17.92%) Windows
16 18 (16.98%) Maven
16 18 (16.98%) Red Hat Enterprise Linux
17 17 (16.04%) Subversion
17 17 (16.04%) Continuous Delivery
17 17 (16.04%) Greenfield Project
18 16 (15.09%) Problem-Solving
18 16 (15.09%) Relational Database
19 15 (14.15%) TDD
19 15 (14.15%) Oracle

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 6 (5.66%) Apache
1 6 (5.66%) Tomcat
2 5 (4.72%) CloudStack
2 5 (4.72%) OpenStack
3 3 (2.83%) Apache Spark
Business Applications
1 1 (0.94%) Dynamics CRM
Cloud Services
1 54 (50.94%) Amazon AWS
2 39 (36.79%) Microsoft Azure
3 7 (6.60%) Amazon CloudWatch
4 4 (3.77%) Datadog
4 4 (3.77%) Google Cloud Platform
5 2 (1.89%) Amazon SQS
5 2 (1.89%) Cloud Computing
6 1 (0.94%) GitHub
6 1 (0.94%) Google Analytics
6 1 (0.94%) Office 365
6 1 (0.94%) Serverless
Communications & Networking
1 7 (6.60%) Firewall
2 2 (1.89%) DHCP
2 2 (1.89%) DNS
2 2 (1.89%) HTTP
3 1 (0.94%) LAN
3 1 (0.94%) MPLS
3 1 (0.94%) VPN
3 1 (0.94%) WAN
Database & Business Intelligence
1 16 (15.09%) Relational Database
2 15 (14.15%) SQL Server
3 13 (12.26%) Big Data
3 13 (12.26%) MongoDB
3 13 (12.26%) NoSQL
4 8 (7.55%) MySQL
5 7 (6.60%) Amazon DynamoDB
5 7 (6.60%) Amazon RDS
6 5 (4.72%) Apache Cassandra
7 4 (3.77%) Data Lake
7 4 (3.77%) Oracle Database
7 4 (3.77%) RDBMS
8 3 (2.83%) Apache Hive
8 3 (2.83%) DB2
8 3 (2.83%) Hadoop
8 3 (2.83%) HBase
9 2 (1.89%) Azure SQL Database
9 2 (1.89%) Cosmos DB
9 2 (1.89%) CouchDB
9 2 (1.89%) Data Mining
Development Applications
1 46 (43.40%) Jenkins
2 37 (34.91%) Git (software)
3 19 (17.92%) TeamCity
4 18 (16.98%) Maven
5 17 (16.04%) Subversion
6 14 (13.21%) Artifactory
7 13 (12.26%) JIRA
8 11 (10.38%) CircleCI
8 11 (10.38%) CruiseControl
9 8 (7.55%) GitLab
9 8 (7.55%) GoCD
9 8 (7.55%) Vagrant
10 7 (6.60%) Sonatype Nexus
11 6 (5.66%) Bitbucket
11 6 (5.66%) JUnit
12 3 (2.83%) Cucumber
13 2 (1.89%) Eclipse
13 2 (1.89%) FindBugs
13 2 (1.89%) IntelliJ
13 2 (1.89%) Selenium
General
1 22 (20.75%) Finance
2 6 (5.66%) Banking
3 2 (1.89%) Investment Banking
4 1 (0.94%) Electronics
4 1 (0.94%) Financial Institution
4 1 (0.94%) Law
4 1 (0.94%) Local Government
4 1 (0.94%) Manufacturing
4 1 (0.94%) Marketing
4 1 (0.94%) Telecoms
Job Titles
1 57 (53.77%) DevOps Engineer
2 22 (20.75%) Developer
3 8 (7.55%) Software Engineer
4 6 (5.66%) Architect
4 6 (5.66%) C# Developer
4 6 (5.66%) Senior DevOps
4 6 (5.66%) Senior DevOps Engineer
5 5 (4.72%) Automation Engineer
5 5 (4.72%) Java Developer
6 4 (3.77%) AWS Architect
6 4 (3.77%) AWS DevOps
6 4 (3.77%) AWS DevOps Engineer
6 4 (3.77%) AWS Engineer
6 4 (3.77%) Cloud Architect
6 4 (3.77%) Delivery Manager
6 4 (3.77%) Java Engineer
6 4 (3.77%) Java Software Engineer
6 4 (3.77%) Python Developer
7 3 (2.83%) JavaScript Engineer
7 3 (2.83%) Platform Engineer
Libraries, Frameworks & Software Standards
1 15 (14.15%) AngularJS
2 12 (11.32%) .NET
3 11 (10.38%) Elastic Stack
4 9 (8.49%) RabbitMQ
5 8 (7.55%) Web Services
6 7 (6.60%) HTML
6 7 (6.60%) HTML5
6 7 (6.60%) Middleware
6 7 (6.60%) Spring
7 6 (5.66%) Hibernate
7 6 (5.66%) React
7 6 (5.66%) Rendezvous
7 6 (5.66%) TIBCO EMS
8 4 (3.77%) RESTful
8 4 (3.77%) Spring Boot
9 3 (2.83%) .NET Framework
9 3 (2.83%) ASP.NET
9 3 (2.83%) Kafka
9 3 (2.83%) Vue.js
10 2 (1.89%) ASP.NET Web API
Miscellaneous
1 17 (16.04%) Greenfield Project
2 10 (9.43%) Enterprise Software
3 4 (3.77%) Analytical Skills
4 3 (2.83%) Cloud Native
5 2 (1.89%) Computer Science
5 2 (1.89%) Data Structures
5 2 (1.89%) Fintech
5 2 (1.89%) Mainframe
5 2 (1.89%) User Experience
6 1 (0.94%) Equities
6 1 (0.94%) Fixed Income
6 1 (0.94%) Management Information System
6 1 (0.94%) Mobile App
6 1 (0.94%) Public Cloud
6 1 (0.94%) Robotics
6 1 (0.94%) Self-Motivation
Operating Systems
1 55 (51.89%) Linux
2 28 (26.42%) Unix
3 19 (17.92%) Windows
4 18 (16.98%) Red Hat Enterprise Linux
5 5 (4.72%) CentOS
6 3 (2.83%) Ubuntu
7 2 (1.89%) Solaris
8 1 (0.94%) Android
8 1 (0.94%) Apple iOS
8 1 (0.94%) Windows 10
8 1 (0.94%) Windows Server
8 1 (0.94%) Windows Server 2008
Processes & Methodologies
1 57 (53.77%) Agile Software Development
2 43 (40.57%) Continuous Integration
3 28 (26.42%) SDLC
4 20 (18.87%) Test Automation
5 17 (16.04%) Continuous Delivery
6 16 (15.09%) Problem-Solving
7 15 (14.15%) Analytics
7 15 (14.15%) TDD
8 14 (13.21%) Deployment Automation
8 14 (13.21%) Scrum
9 11 (10.38%) OO
10 10 (9.43%) Configuration Management
10 10 (9.43%) Digital Transformation Programme
10 10 (9.43%) Open Source
10 10 (9.43%) Software Engineering
11 9 (8.49%) Microservices
12 8 (7.55%) Data Modelling
12 8 (7.55%) Security Management
12 8 (7.55%) Systems Engineering
13 7 (6.60%) Load Balancing
Programming Languages
1 51 (48.11%) Python
2 27 (25.47%) Java
2 27 (25.47%) SQL
3 19 (17.92%) Bash Shell
4 14 (13.21%) C#
4 14 (13.21%) Ruby
5 11 (10.38%) JavaScript
6 7 (6.60%) C
6 7 (6.60%) Shell Script
7 6 (5.66%) C++
7 6 (5.66%) Java 8
7 6 (5.66%) PowerShell
7 6 (5.66%) Scala
8 4 (3.77%) Perl
9 1 (0.94%) Objective-C
Qualifications
1 2 (1.89%) Degree
2 1 (0.94%) ISEB
2 1 (0.94%) ISEB Practitioner
Quality Assurance & Compliance
1 4 (3.77%) ISO/IEC 27001
System Software
1 22 (20.75%) Docker
2 5 (4.72%) vSphere
2 5 (4.72%) Xen
2 5 (4.72%) XenServer
3 3 (2.83%) HDFS
4 2 (1.89%) NFS
5 1 (0.94%) Active Directory
5 1 (0.94%) Apache Flume
5 1 (0.94%) Hyper-V
5 1 (0.94%) LXC
5 1 (0.94%) OpenAM
5 1 (0.94%) Virtual Machines
5 1 (0.94%) VirtualBox
5 1 (0.94%) VMware Infrastructure
Systems Management
1 41 (38.68%) Ansible
2 31 (29.25%) Opscode Chef
2 31 (29.25%) Puppet
3 10 (9.43%) Terraform
4 9 (8.49%) Icinga
5 7 (6.60%) Graphite
5 7 (6.60%) Nagios
5 7 (6.60%) Packer
6 6 (5.66%) HAProxy
7 5 (4.72%) Cobbler
7 5 (4.72%) Tivoli
8 1 (0.94%) Capistrano
8 1 (0.94%) Kubernetes
8 1 (0.94%) Microsoft Intune
8 1 (0.94%) Salt
8 1 (0.94%) SCCM
8 1 (0.94%) SCOM
8 1 (0.94%) SCVMM
Vendors
1 15 (14.15%) Oracle
2 14 (13.21%) New Relic
3 8 (7.55%) VMware
4 6 (5.66%) Perforce
4 6 (5.66%) Solace
4 6 (5.66%) TIBCO
5 5 (4.72%) EnterpriseDB
5 5 (4.72%) Red Hat
6 4 (3.77%) Google
7 3 (2.83%) Microsoft
7 3 (2.83%) SAP
7 3 (2.83%) Sybase
8 2 (1.89%) Cloudera
8 2 (1.89%) Cognizant
8 2 (1.89%) Salesforce.com
9 1 (0.94%) CheckPoint
9 1 (0.94%) Cisco
9 1 (0.94%) IBM
9 1 (0.94%) Tableau