Job Vacancy Trend Salary Trend Salary Histogram Skill Sets
Period
to

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 2 July 2022 with a comparison to the same period in the previous 2 years.

DevOps
Scotland > Glasgow
6 months to
2 Jul 2022		 Same period 2021 Same period 2020
Rank 11 13 17
Rank change year-on-year +2 +4 +12
Permanent jobs citing DevOps 253 186 113
As % of all permanent jobs advertised in Glasgow 14.40% 13.02% 11.09%
As % of the Processes & Methodologies category 15.32% 14.18% 11.72%
Number of salaries quoted 105 143 69
10th Percentile £37,050 £37,500 £34,500
25th Percentile £42,000 £38,750 £40,000
Median annual salary (50th Percentile) £55,000 £52,500 £50,000
Median % change year-on-year +4.76% +5.00% +5.26%
75th Percentile £72,500 £68,750 £60,000
90th Percentile £80,000 £75,000 £69,000
Scotland median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% +9.37%

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 1,651 1,312 964
As % of all permanent IT jobs advertised in Glasgow 93.97% 91.81% 94.60%
Number of salaries quoted 815 878 668
10th Percentile £31,000 £32,500 £31,250
25th Percentile £38,318 £37,500 £37,500
Median annual salary (50th Percentile) £50,000 £47,500 £45,000
Median % change year-on-year +5.26% +5.56% -
75th Percentile £65,000 £60,000 £55,000
90th Percentile £77,500 £72,500 £62,500
Scotland median annual salary £55,000 £48,000 £47,500
% change year-on-year +14.58% +1.05% +5.56%

DevOps
Job Vacancy Trend in Glasgow

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

Job vacancy trend for DevOps in Glasgow

DevOps
Salary Trend in Glasgow

3-month moving average salary quoted in jobs citing DevOps in Glasgow.

Salary trend for DevOps in Glasgow

DevOps
Salary Histogram in Glasgow

Salary distribution for jobs citing DevOps in Glasgow over the 6 months to 2 July 2022.

Salary histogram for DevOps in Glasgow

For the 6 months to 2 July 2022, 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.

1 177 (69.96%) Agile
2 169 (66.80%) Azure
3 112 (44.27%) Microsoft
4 109 (43.08%) Python
5 106 (41.90%) AWS
6 86 (33.99%) Java
7 70 (27.67%) Analytics
8 68 (26.88%) CI/CD
9 66 (26.09%) GCP
10 61 (24.11%) C#
10 61 (24.11%) QA
10 61 (24.11%) Social Skills
11 60 (23.72%) .NET
12 59 (23.32%) JavaScript
12 59 (23.32%) Finance
12 59 (23.32%) Mentoring
12 59 (23.32%) Terraform
13 57 (22.53%) Relational Database
14 56 (22.13%) SQL
15 53 (20.95%) Azure DevOps
16 51 (20.16%) Jenkins
16 51 (20.16%) Big Data
17 49 (19.37%) Data Analytics
18 48 (18.97%) Ansible
18 48 (18.97%) Git (software)
18 48 (18.97%) Data Science
18 48 (18.97%) Full Stack Development
19 47 (18.58%) Spring
20 46 (18.18%) Scrum
21 45 (17.79%) Software Engineering

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 21 (8.30%) Confluence
2 12 (4.74%) Apache Spark
3 2 (0.79%) nginx
3 2 (0.79%) SharePoint
4 1 (0.40%) Apache
4 1 (0.40%) CMS
4 1 (0.40%) IIS
Business Applications
1 18 (7.11%) Dynamics CRM
2 1 (0.40%) Salesforce.com CRM
Cloud Services
1 169 (66.80%) Azure
2 106 (41.90%) AWS
3 66 (26.09%) GCP
4 53 (20.95%) Azure DevOps
5 36 (14.23%) Power Platform
6 35 (13.83%) Serverless
7 31 (12.25%) Azure Functions
8 29 (11.46%) Azure Service Bus
9 23 (9.09%) Dynamics 365
10 18 (7.11%) Azure Logic Apps
11 10 (3.95%) Cloud Computing
12 9 (3.56%) SaaS
13 8 (3.16%) Amazon CloudWatch
13 8 (3.16%) Azure Monitor
13 8 (3.16%) IaaS
13 8 (3.16%) PaaS
14 7 (2.77%) Azure Active Directory
15 6 (2.37%) AWS CloudFormation
16 5 (1.98%) AWS CloudTrail
16 5 (1.98%) Virtual Private Cloud
Communications & Networking
1 16 (6.32%) 4G
1 16 (6.32%) 5G
2 7 (2.77%) TCP/IP
3 5 (1.98%) Firewall
3 5 (1.98%) VPN
4 3 (1.19%) HTTP
4 3 (1.19%) HTTPS
4 3 (1.19%) LAN
4 3 (1.19%) WAN
5 2 (0.79%) DMZ
5 2 (0.79%) Kerberos
5 2 (0.79%) SSL
6 1 (0.40%) Cisco ASA
6 1 (0.40%) DNS
6 1 (0.40%) Internet
6 1 (0.40%) Intranet
6 1 (0.40%) Network Security
6 1 (0.40%) SAN
6 1 (0.40%) VLAN
6 1 (0.40%) Wireless
Database & Business Intelligence
1 57 (22.53%) Relational Database
2 51 (20.16%) Big Data
3 44 (17.39%) SQL Server
4 27 (10.67%) MySQL
5 23 (9.09%) NoSQL
6 21 (8.30%) Elasticsearch
7 20 (7.91%) RDBMS
8 16 (6.32%) MongoDB
9 15 (5.93%) Data Lake
9 15 (5.93%) Power BI
10 13 (5.14%) Data Warehouse
11 9 (3.56%) Redis
12 8 (3.16%) Azure SQL Database
13 7 (2.77%) PostgreSQL
14 6 (2.37%) Tableau
15 5 (1.98%) DB2
16 3 (1.19%) Data Mining
16 3 (1.19%) Microsoft Analysis Services
16 3 (1.19%) Qlik Sense
16 3 (1.19%) SQL Server Analysis Services
Development Applications
1 51 (20.16%) Jenkins
2 48 (18.97%) Git (software)
3 43 (17.00%) JIRA
4 16 (6.32%) Sonatype Nexus
5 13 (5.14%) Bitbucket
6 12 (4.74%) Postman
7 11 (4.35%) ER Studio
7 11 (4.35%) ERwin
8 9 (3.56%) Atlassian Bamboo
9 8 (3.16%) TeamCity
10 7 (2.77%) Maven
11 6 (2.37%) Team Foundation Server
12 5 (1.98%) Artifactory
12 5 (1.98%) GitLab
12 5 (1.98%) Subversion
13 4 (1.58%) Octopus Deploy
14 3 (1.19%) MSBuild
15 2 (0.79%) Cucumber
15 2 (0.79%) Selenium
15 2 (0.79%) SonarQube
General
1 61 (24.11%) Social Skills
2 59 (23.32%) Finance
3 37 (14.62%) Games
4 16 (6.32%) Publishing
5 13 (5.14%) Police
6 11 (4.35%) Presentation Skills
7 10 (3.95%) Analytical Skills
8 6 (2.37%) Public Sector
9 5 (1.98%) Advertising
9 5 (1.98%) Inclusion and Diversity
10 4 (1.58%) Law
10 4 (1.58%) Manufacturing
11 3 (1.19%) Banking
11 3 (1.19%) Legal
12 2 (0.79%) Documentation Skills
12 2 (0.79%) Financial Institution
12 2 (0.79%) Front Office
12 2 (0.79%) Investment Banking
12 2 (0.79%) Local Government
13 1 (0.40%) Marketing
Job Titles
1 79 (31.23%) Developer
2 37 (14.62%) Trainee
3 30 (11.86%) DevOps Engineer
4 24 (9.49%) Senior Developer
5 18 (7.11%) .NET Developer
6 13 (5.14%) Software Engineer
7 12 (4.74%) Consultant
7 12 (4.74%) Java Developer
8 11 (4.35%) Analytics Consultant
8 11 (4.35%) Business Intelligence Consultant
8 11 (4.35%) Data Analytics Consultant
8 11 (4.35%) Data Consultant
8 11 (4.35%) Software Developer
9 10 (3.95%) Azure Engineer
9 10 (3.95%) C# .NET Developer
9 10 (3.95%) C# Developer
10 8 (3.16%) Data Engineer
10 8 (3.16%) Junior
10 8 (3.16%) Python Developer
11 7 (2.77%) Team Leader
Libraries, Frameworks & Software Standards
1 60 (23.72%) .NET
2 47 (18.58%) Spring
3 36 (14.23%) HTML
4 31 (12.25%) React
5 24 (9.49%) .NET Framework
6 22 (8.70%) AngularJS
7 21 (8.30%) XML
8 19 (7.51%) ASP.NET Web API
9 18 (7.11%) Middleware
9 18 (7.11%) REST
10 16 (6.32%) ASP.NET
11 14 (5.53%) Django
11 14 (5.53%) SAML
12 12 (4.74%) HTML5
13 11 (4.35%) .NET Core
14 10 (3.95%) CSS
14 10 (3.95%) JSON
14 10 (3.95%) RESTful
15 8 (3.16%) Redux
16 7 (2.77%) Spring Boot
Miscellaneous
1 40 (15.81%) Algorithms
2 22 (8.70%) Public Cloud
3 18 (7.11%) Low-Code
4 12 (4.74%) Cloud Native
4 12 (4.74%) IoT
5 8 (3.16%) Enterprise Software
6 7 (2.77%) Hybrid Cloud
7 6 (2.37%) Management Information System
8 5 (1.98%) Tandem
9 4 (1.58%) Greenfield Project
10 3 (1.19%) Data Structures
10 3 (1.19%) Linux Command Line
10 3 (1.19%) User Experience
11 2 (0.79%) Data Centre
11 2 (0.79%) Equity Derivative
11 2 (0.79%) Fixed Income
11 2 (0.79%) Hedge funds
11 2 (0.79%) Renewable Energy
11 2 (0.79%) Self-Motivation
12 1 (0.40%) Smart City
Operating Systems
1 26 (10.28%) Linux
2 16 (6.32%) Windows
3 9 (3.56%) Unix
4 5 (1.98%) Windows Server
4 5 (1.98%) Windows Server 2019
5 1 (0.40%) Windows Server 2012
Processes & Methodologies
1 177 (69.96%) Agile
2 70 (27.67%) Analytics
3 68 (26.88%) CI/CD
4 59 (23.32%) Mentoring
5 49 (19.37%) Data Analytics
6 48 (18.97%) Data Science
6 48 (18.97%) Full Stack Development
7 46 (18.18%) Scrum
8 45 (17.79%) Data Architecture
8 45 (17.79%) Software Engineering
9 44 (17.39%) Machine Learning
10 43 (17.00%) Cybersecurity
11 40 (15.81%) Information Security
12 39 (15.42%) Data Engineering
13 38 (15.02%) Business Intelligence
14 37 (14.62%) Security Management
14 37 (14.62%) SFIA
14 37 (14.62%) Threat Analysis
15 35 (13.83%) Test Automation
16 31 (12.25%) Microservices
Programming Languages
1 109 (43.08%) Python
2 86 (33.99%) Java
3 61 (24.11%) C#
4 59 (23.32%) JavaScript
5 56 (22.13%) SQL
6 35 (13.83%) TypeScript
7 19 (7.51%) Bash
8 18 (7.11%) PowerShell
9 15 (5.93%) R
10 7 (2.77%) PHP
10 7 (2.77%) Shell Script
11 5 (1.98%) Perl
11 5 (1.98%) Scala
12 4 (1.58%) Clojure
13 3 (1.19%) Ruby
14 2 (0.79%) Elixir
14 2 (0.79%) ES6
14 2 (0.79%) Go
14 2 (0.79%) Groovy
14 2 (0.79%) T-SQL
Qualifications
1 28 (11.07%) Degree
2 11 (4.35%) Security Cleared
3 4 (1.58%) Master's Degree
4 3 (1.19%) SC Cleared
5 2 (0.79%) Cisco Certification
5 2 (0.79%) ITIL Certification
6 1 (0.40%) CCNA
6 1 (0.40%) CCSA
6 1 (0.40%) CCSE
6 1 (0.40%) CEH
6 1 (0.40%) MCITP
6 1 (0.40%) MCSA
6 1 (0.40%) MCSE
6 1 (0.40%) Microsoft Certification
Quality Assurance & Compliance
1 61 (24.11%) QA
2 3 (1.19%) Data Quality
2 3 (1.19%) ISO/IEC 27001
3 1 (0.40%) Accessibility
3 1 (0.40%) NIST
3 1 (0.40%) PCI DSS
System Software
1 35 (13.83%) Docker
2 9 (3.56%) Active Directory
3 6 (2.37%) Hyper-V
4 5 (1.98%) VMware ESXi
5 1 (0.40%) HDFS
5 1 (0.40%) KVM
5 1 (0.40%) Virtual Desktop
Systems Management
1 59 (23.32%) Terraform
2 48 (18.97%) Ansible
3 32 (12.65%) Kubernetes
4 7 (2.77%) Grafana
4 7 (2.77%) Prometheus
5 5 (1.98%) Opscode Chef
5 5 (1.98%) Puppet
6 2 (0.79%) Kibana
6 2 (0.79%) SCCM
7 1 (0.40%) Active Directory Federation Services
7 1 (0.40%) Hadoop YARN
7 1 (0.40%) OpenNebula
7 1 (0.40%) Podman
7 1 (0.40%) SCOM
7 1 (0.40%) SCOrch
7 1 (0.40%) ZABBIX
Vendors
1 112 (44.27%) Microsoft
2 15 (5.93%) Google
3 13 (5.14%) Oracle
4 7 (2.77%) Okta
4 7 (2.77%) Splunk
5 6 (2.37%) Atlassian
6 5 (1.98%) Verint
7 3 (1.19%) Sybase
8 2 (0.79%) Blue Coat
8 2 (0.79%) Cisco
8 2 (0.79%) Curam
8 2 (0.79%) Databricks
8 2 (0.79%) IBM
8 2 (0.79%) Informatica
8 2 (0.79%) MuleSoft
8 2 (0.79%) Optimizely
8 2 (0.79%) SAP
8 2 (0.79%) Zscaler
9 1 (0.40%) Pega
9 1 (0.40%) Sitecore