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 CI/CD skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited CI/CD over the 6 months to 27 May 2022 with a comparison to the same period in the previous 2 years.

CI/CD
Scotland > Glasgow
6 months to
27 May 2022		 Same period 2021 Same period 2020
Rank 20 26 27
Rank change year-on-year +6 +1 +14
Permanent jobs citing CI/CD 158 88 101
As % of all permanent jobs advertised in Glasgow 9.77% 6.81% 8.81%
As % of the Processes & Methodologies category 10.52% 7.44% 9.27%
Number of salaries quoted 84 62 66
10th Percentile £40,375 £37,525 £37,500
25th Percentile £50,000 £41,063 £41,250
Median annual salary (50th Percentile) £70,000 £52,500 £50,000
Median % change year-on-year +33.33% +5.00% -
75th Percentile £77,500 £68,250 £55,938
90th Percentile £80,000 £71,250 £63,125
Scotland median annual salary £60,000 £50,000 £52,500
% change year-on-year +20.00% -4.76% -

CI/CD 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 1,502 1,183 1,090
As % of all permanent IT jobs advertised in Glasgow 92.89% 91.49% 95.03%
Number of salaries quoted 808 830 775
10th Percentile £31,000 £32,500 £31,950
25th Percentile £38,720 £37,500 £37,500
Median annual salary (50th Percentile) £50,000 £46,390 £45,000
Median % change year-on-year +7.78% +3.09% -
75th Percentile £65,000 £58,750 £55,000
90th Percentile £76,475 £72,250 £63,650
Scotland median annual salary £55,000 £48,000 £46,595
% change year-on-year +14.58% +3.02% +3.54%

CI/CD
Job Vacancy Trend in Glasgow

Job postings citing CI/CD as a proportion of all IT jobs advertised in Glasgow.

Job vacancy trend for CI/CD in Glasgow

CI/CD
Salary Trend in Glasgow

3-month moving average salary quoted in jobs citing CI/CD in Glasgow.

Salary trend for CI/CD in Glasgow

CI/CD
Salary Histogram in Glasgow

Salary distribution for jobs citing CI/CD in Glasgow over the 6 months to 27 May 2022.

Salary histogram for CI/CD in Glasgow

For the 6 months to 27 May 2022, IT jobs citing CI/CD 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 CI/CD.

1 86 (54.43%) Agile
2 80 (50.63%) Azure
3 70 (44.30%) DevOps
4 67 (42.41%) SQL
5 59 (37.34%) Social Skills
6 56 (35.44%) Java
7 51 (32.28%) AWS
8 47 (29.75%) Jenkins
9 46 (29.11%) Terraform
9 46 (29.11%) Python
10 45 (28.48%) JavaScript
11 43 (27.22%) Kubernetes
12 41 (25.95%) Continuous Integration
13 40 (25.32%) Finance
13 40 (25.32%) Docker
14 38 (24.05%) Spring
15 33 (20.89%) Software Engineering
15 33 (20.89%) REST
16 28 (17.72%) Relational Database
17 27 (17.09%) React
17 27 (17.09%) Git (software)
18 26 (16.46%) Linux
19 25 (15.82%) Kafka
19 25 (15.82%) Test Automation
19 25 (15.82%) Site Reliability Engineering
20 24 (15.19%) Problem-Solving
20 24 (15.19%) QA
21 23 (14.56%) HTML
21 23 (14.56%) TDD
21 23 (14.56%) Architectural Design

CI/CD
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 12 (7.59%) Apache Spark
1 12 (7.59%) Confluence
2 11 (6.96%) Apache Airflow
2 11 (6.96%) Luigi
3 10 (6.33%) Elasticsearch
4 6 (3.80%) Apache Pig
5 3 (1.90%) Apache
5 3 (1.90%) nginx
6 1 (0.63%) CMS
6 1 (0.63%) IIS
6 1 (0.63%) SharePoint
Business Applications
1 5 (3.16%) Sentinel
2 1 (0.63%) Dynamics CRM
2 1 (0.63%) Oracle ERP
2 1 (0.63%) Unit4 Business World
Cloud Services
1 80 (50.63%) Azure
2 51 (32.28%) AWS
3 17 (10.76%) GCP
4 13 (8.23%) SaaS
5 11 (6.96%) Amazon Kinesis
5 11 (6.96%) Snowflake
6 9 (5.70%) Amazon ECS
6 9 (5.70%) Cloud Computing
6 9 (5.70%) npm
6 9 (5.70%) Power Platform
7 8 (5.06%) Azure Monitor
7 8 (5.06%) GitHub
7 8 (5.06%) Virtual Private Cloud
8 7 (4.43%) Amazon CloudWatch
8 7 (4.43%) AWS CloudFormation
8 7 (4.43%) AWS CodeDeploy
8 7 (4.43%) Azure Active Directory
8 7 (4.43%) IaaS
8 7 (4.43%) PaaS
9 6 (3.80%) Route 53
Communications & Networking
1 3 (1.90%) VPN
2 2 (1.27%) Network Security
2 2 (1.27%) TCP/IP
3 1 (0.63%) Firewall
3 1 (0.63%) LAN
3 1 (0.63%) Remote Desktop
3 1 (0.63%) WAN
Database & Business Intelligence
1 28 (17.72%) Relational Database
2 15 (9.49%) Big Data
3 9 (5.70%) NoSQL
3 9 (5.70%) Power BI
4 7 (4.43%) PostgreSQL
5 6 (3.80%) Hadoop
5 6 (3.80%) RDBMS
6 5 (3.16%) Amazon RDS
7 4 (2.53%) Data Lake
7 4 (2.53%) Data Warehouse
7 4 (2.53%) DB2
7 4 (2.53%) MongoDB
7 4 (2.53%) SQL Server
8 3 (1.90%) Apache Cassandra
8 3 (1.90%) Azure SQL Database
8 3 (1.90%) Metadata
8 3 (1.90%) Redis
9 2 (1.27%) Azure SQL Data Warehouse
9 2 (1.27%) MySQL
10 1 (0.63%) Star Schema
Development Applications
1 47 (29.75%) Jenkins
2 27 (17.09%) Git (software)
3 20 (12.66%) JIRA
4 18 (11.39%) Bitbucket
5 12 (7.59%) Postman
6 9 (5.70%) Grunt
6 9 (5.70%) webpack
7 8 (5.06%) TeamCity
8 7 (4.43%) Artifactory
8 7 (4.43%) Atlassian Bamboo
8 7 (4.43%) Maven
9 6 (3.80%) GitLab
9 6 (3.80%) Team Foundation Server
10 5 (3.16%) Selenium
10 5 (3.16%) Subversion
11 4 (2.53%) SonarQube
12 3 (1.90%) Cucumber
13 2 (1.27%) Ant
13 2 (1.27%) JUnit
13 2 (1.27%) SpecFlow
General
1 59 (37.34%) Social Skills
2 40 (25.32%) Finance
3 14 (8.86%) Publishing
4 11 (6.96%) Advertising
5 7 (4.43%) Analytical Skills
5 7 (4.43%) Inclusion and Diversity
6 5 (3.16%) Banking
6 5 (3.16%) Investment Banking
7 3 (1.90%) Front Office
7 3 (1.90%) Law
7 3 (1.90%) Manufacturing
7 3 (1.90%) Public Sector
8 2 (1.27%) Local Government
8 2 (1.27%) Retail
9 1 (0.63%) Financial Institution
9 1 (0.63%) Tech for Good
Job Titles
1 32 (20.25%) Developer
2 26 (16.46%) Software Engineer
3 23 (14.56%) DevOps Engineer
4 22 (13.92%) Site Manager
4 22 (13.92%) Site Reliability Manager
5 15 (9.49%) Data Engineer
6 9 (5.70%) Python Developer
6 9 (5.70%) Senior Software Engineer
7 8 (5.06%) Java Developer
8 7 (4.43%) AWS DevOps
8 7 (4.43%) AWS DevOps Engineer
8 7 (4.43%) AWS Engineer
8 7 (4.43%) Azure Engineer
8 7 (4.43%) Java Engineer
8 7 (4.43%) Java Software Engineer
9 6 (3.80%) .NET Developer
9 6 (3.80%) Senior Data Engineer
9 6 (3.80%) Senior Developer
10 5 (3.16%) Development Team Leader
10 5 (3.16%) Team Leader
Libraries, Frameworks & Software Standards
1 38 (24.05%) Spring
2 33 (20.89%) REST
3 27 (17.09%) React
4 25 (15.82%) Kafka
5 23 (14.56%) HTML
6 20 (12.66%) HTML5
7 18 (11.39%) CSS
7 18 (11.39%) Spring Boot
8 14 (8.86%) .NET
8 14 (8.86%) AngularJS
8 14 (8.86%) JSON
9 13 (8.23%) CSS3
10 12 (7.59%) Django
11 11 (6.96%) OLE
12 10 (6.33%) SAML
13 9 (5.70%) Ext JS
13 9 (5.70%) J2EE
13 9 (5.70%) Redux
14 7 (4.43%) RabbitMQ
14 7 (4.43%) Web Services
Miscellaneous
1 12 (7.59%) User Experience
2 9 (5.70%) Public Cloud
3 6 (3.80%) Enterprise Software
3 6 (3.80%) Hybrid Cloud
3 6 (3.80%) Self-Motivation
4 5 (3.16%) Cloud Native
4 5 (3.16%) Tandem
5 3 (1.90%) Algorithms
5 3 (1.90%) Data Centre
5 3 (1.90%) Data Structures
5 3 (1.90%) Legacy Applications
5 3 (1.90%) Linux Command Line
5 3 (1.90%) Virtual Team
6 2 (1.27%) Credit Risk
6 2 (1.27%) Equity Derivative
6 2 (1.27%) IoT
6 2 (1.27%) NHS
7 1 (0.63%) Data Protection Act
7 1 (0.63%) Equities
7 1 (0.63%) Foreign Exchange (FX)
Operating Systems
1 26 (16.46%) Linux
2 18 (11.39%) Windows
3 8 (5.06%) Windows Server
4 6 (3.80%) Unix
5 5 (3.16%) Windows Server 2019
6 2 (1.27%) Android
6 2 (1.27%) Apple iOS
Processes & Methodologies
1 86 (54.43%) Agile
2 70 (44.30%) DevOps
3 41 (25.95%) Continuous Integration
4 33 (20.89%) Software Engineering
5 25 (15.82%) Site Reliability Engineering
5 25 (15.82%) Test Automation
6 24 (15.19%) Problem-Solving
7 23 (14.56%) Architectural Design
7 23 (14.56%) Microservices
7 23 (14.56%) TDD
8 22 (13.92%) Full Stack Development
8 22 (13.92%) SDLC
9 21 (13.29%) BDD
9 21 (13.29%) Continuous Delivery
10 20 (12.66%) Front End Development
11 19 (12.03%) Analytics
11 19 (12.03%) Business Intelligence
12 18 (11.39%) Infrastructure as Code
12 18 (11.39%) Root Cause Analysis
13 17 (10.76%) API Development
Programming Languages
1 67 (42.41%) SQL
2 56 (35.44%) Java
3 46 (29.11%) Python
4 45 (28.48%) JavaScript
5 17 (10.76%) C#
5 17 (10.76%) PowerShell
6 16 (10.13%) Bash
7 13 (8.23%) R
8 7 (4.43%) Shell Script
9 6 (3.80%) TypeScript
10 4 (2.53%) PHP
11 3 (1.90%) C
11 3 (1.90%) C++
11 3 (1.90%) Groovy
12 2 (1.27%) Clojure
12 2 (1.27%) ES6
12 2 (1.27%) Perl
13 1 (0.63%) Bicep
13 1 (0.63%) T-SQL
Qualifications
1 6 (3.80%) AWS Certification
1 6 (3.80%) Degree
2 5 (3.16%) Security Cleared
3 3 (1.90%) Master's Degree
4 1 (0.63%) ISEB
4 1 (0.63%) ISTQB
4 1 (0.63%) ISTQB Foundation Certification
4 1 (0.63%) ITIL Certification
Quality Assurance & Compliance
1 24 (15.19%) QA
2 3 (1.90%) Data Quality
3 1 (0.63%) GDPR
3 1 (0.63%) ISO/IEC 27001
3 1 (0.63%) NIST
System Software
1 40 (25.32%) Docker
2 7 (4.43%) Active Directory
3 5 (3.16%) Hyper-V
3 5 (3.16%) VMware ESXi
4 3 (1.90%) KVM
5 1 (0.63%) Virtual Desktop
Systems Management
1 46 (29.11%) Terraform
2 43 (27.22%) Kubernetes
3 23 (14.56%) Ansible
4 7 (4.43%) Opscode Chef
5 5 (3.16%) Puppet
6 3 (1.90%) OpenNebula
7 2 (1.27%) Kibana
8 1 (0.63%) Grafana
Vendors
1 15 (9.49%) Databricks
1 15 (9.49%) Microsoft
2 14 (8.86%) Verint
3 8 (5.06%) Atlassian
4 7 (4.43%) Splunk
5 5 (3.16%) Okta
5 5 (3.16%) Oracle
6 3 (1.90%) Virgin Media
7 2 (1.27%) AppDynamics
7 2 (1.27%) Curam
7 2 (1.27%) IBM
7 2 (1.27%) Optimizely
7 2 (1.27%) Sybase
8 1 (0.63%) MuleSoft
8 1 (0.63%) Sitecore
8 1 (0.63%) VMware