Cloud Native Job Trends in Scotland

Cloud Native
UK > Scotland

The table below looks at the prevalence of the term Cloud Native in permanent job vacancies in Scotland. Included is a benchmarking guide to the salaries offered in vacancies that cited Cloud Native over the 6 months leading up to 12 August 2026, comparing them to the same period in the previous two years.

6 months to
12 Aug 2026
Same period 2025 Same period 2024
Rank 86 89 22
Rank change year-on-year +3 -67 +103
Permanent jobs citing Cloud Native 51 65 632
As % of all permanent jobs in Scotland 1.45% 2.55% 12.12%
As % of the Miscellaneous category 5.25% 9.33% 27.32%
Number of salaries quoted 33 8 11
10th Percentile £52,500 £23,375 £62,500
25th Percentile £57,500 £57,500 £70,097
Median annual salary (50th Percentile) £72,500 £77,500 £71,991
Median % change year-on-year -6.45% +7.65% -4.86%
75th Percentile £77,500 £98,125 £75,000
90th Percentile £95,750 £114,625 £80,000
UK median annual salary £80,000 £80,000 £80,000

All Generic Skills
Scotland

Cloud Native falls under the General and Transferable Skills category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring generic IT skills in Scotland.

Permanent vacancies with a requirement for generic IT skills 972 697 2,313
As % of all permanent jobs advertised in Scotland 27.69% 27.38% 44.37%
Number of salaries quoted 523 280 641
10th Percentile £27,500 £27,500 £32,500
25th Percentile £31,500 £38,063 £42,000
Median annual salary (50th Percentile) £50,000 £57,500 £55,000
Median % change year-on-year -13.04% +4.55% -5.17%
75th Percentile £70,000 £71,321 £70,000
90th Percentile £80,000 £97,500 £80,000
UK median annual salary £57,500 £55,000 £57,500
% change year-on-year +4.55% -4.35% -11.54%

Cloud Native
Job Vacancy Trend in Scotland

Historical trend showing the proportion of permanent IT job postings citing Cloud Native relative to all permanent IT jobs advertised in Scotland.

Cloud Native job vacancy trend in Scotland

Cloud Native
Salary Trend in Scotland

Salary distribution trend for jobs in Scotland citing Cloud Native.

Salary distribution trend for jobs in Scotland citing Cloud Native

Cloud Native
Salary Histogram in Scotland

Salary distribution for jobs citing Cloud Native in Scotland over the 6 months to 12 August 2026.

Salary histogram for Cloud Native in Scotland

Cloud Native
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Cloud Native within the Scotland region over the 6 months to 12 August 2026. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
Glasgow -5 24 £75,000 -11.76% 101
South Lanarkshire - 12 £60,000 -
Edinburgh +7 10 £67,500 -3.57% 38
West Lothian - 3 - -
Stirling - 1 - -
Cloud Native
UK

Cloud Native
Co-Occurring Skills & Capabilities in Scotland by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 4 (7.84%) Apache Airflow
1 4 (7.84%) Apache Spark
2 1 (1.96%) Apache
2 1 (1.96%) Cloud Foundry
Cloud Services
1 31 (60.78%) AWS
2 13 (25.49%) Azure
3 9 (17.65%) GCP
3 9 (17.65%) GitHub
4 4 (7.84%) Amazon ECS
4 4 (7.84%) GitHub Actions
5 3 (5.88%) Azure AI
5 3 (5.88%) Azure Machine Learning
5 3 (5.88%) Datadog
5 3 (5.88%) dbt
5 3 (5.88%) Vertex AI
6 2 (3.92%) Apigee
6 2 (3.92%) Azure AKS
6 2 (3.92%) Azure DevOps
6 2 (3.92%) Cloud Run
6 2 (3.92%) Microsoft Purview
6 2 (3.92%) Power Platform
6 2 (3.92%) SaaS
7 1 (1.96%) Azure Sentinel
7 1 (1.96%) Dagster
Communications & Networking
1 4 (7.84%) Broadband
2 1 (1.96%) AMQP
2 1 (1.96%) DNS
2 1 (1.96%) Firewall
2 1 (1.96%) HTTPS
2 1 (1.96%) MQTT
2 1 (1.96%) Network Security
Database & Business Intelligence
1 3 (5.88%) PostgreSQL
2 2 (3.92%) Amazon RDS
2 2 (3.92%) Data Lake
2 2 (3.92%) NoSQL
2 2 (3.92%) Power BI
3 1 (1.96%) BigQuery
3 1 (1.96%) Data Vault
3 1 (1.96%) Delta Lake
3 1 (1.96%) Relational Database
3 1 (1.96%) Semantic Layer
3 1 (1.96%) Tableau
Development Applications
1 5 (9.80%) Jenkins
2 3 (5.88%) GitLab
3 2 (3.92%) JIRA
3 2 (3.92%) SonarQube
4 1 (1.96%) Claude Code
4 1 (1.96%) Cucumber
4 1 (1.96%) Git
4 1 (1.96%) IntelliJ
4 1 (1.96%) JUnit
4 1 (1.96%) Maven
4 1 (1.96%) MLflow
4 1 (1.96%) Mockito
General
1 17 (33.33%) Finance
2 16 (31.37%) Social Skills
3 10 (19.61%) Inclusion and Diversity
4 8 (15.69%) Banking
5 6 (11.76%) Law
5 6 (11.76%) Marketing
6 4 (7.84%) Local Government
7 3 (5.88%) Public Sector
8 2 (3.92%) Analytical Skills
9 1 (1.96%) Advertising
9 1 (1.96%) Influencing Skills
9 1 (1.96%) Legal
Job Titles
1 26 (50.98%) Lead
2 16 (31.37%) Technical Leader
3 6 (11.76%) DevOps Engineer
3 6 (11.76%) Software Engineer
4 5 (9.80%) Developer
5 4 (7.84%) Architect
5 4 (7.84%) Full-Stack Developer
6 3 (5.88%) Lead Software Engineer
6 3 (5.88%) Senior
7 2 (3.92%) Applications Engineer
7 2 (3.92%) Applications Manager
7 2 (3.92%) Artificial Intelligence Specialist
7 2 (3.92%) Full-Stack Engineer
7 2 (3.92%) QC Engineer
7 2 (3.92%) Release Manager
7 2 (3.92%) Senior Data Warehouse Specialist
7 2 (3.92%) Software Manager
7 2 (3.92%) Software Release Manager
7 2 (3.92%) Solutions Architect
8 1 (1.96%) Principal Data Engineer
Libraries, Frameworks & Software Standards
1 14 (27.45%) React
2 13 (25.49%) AWS CDK
3 8 (15.69%) Jakarta EE
3 8 (15.69%) JSP
3 8 (15.69%) Next.js
4 6 (11.76%) Node.js
5 4 (7.84%) .NET
5 4 (7.84%) React Native
5 4 (7.84%) Spring
5 4 (7.84%) Spring Boot
6 3 (5.88%) Kafka
6 3 (5.88%) LangChain
6 3 (5.88%) Semantic Kernel
7 2 (3.92%) RESTful
8 1 (1.96%) Django
8 1 (1.96%) NumPy
8 1 (1.96%) OAuth
8 1 (1.96%) OAuth2
8 1 (1.96%) OpenCV
8 1 (1.96%) SQLAlchemy
Miscellaneous
1 6 (11.76%) Product Ownership
2 4 (7.84%) Mobile App
3 3 (5.88%) Algorithms
3 3 (5.88%) Data Structures
3 3 (5.88%) Enterprise Cloud
4 2 (3.92%) Credit Risk
5 1 (1.96%) AI Agents
5 1 (1.96%) Distributed Systems
5 1 (1.96%) Educational Technology
5 1 (1.96%) Hybrid Cloud
5 1 (1.96%) IoT
Processes & Methodologies
1 36 (70.59%) CI/CD
2 33 (64.71%) Agile
3 30 (58.82%) DevOps
3 30 (58.82%) Infrastructure as Code
3 30 (58.82%) Mentoring
4 28 (54.90%) Software Engineering
5 21 (41.18%) Code Quality
6 19 (37.25%) Microservices
7 17 (33.33%) Full-Stack Development
7 17 (33.33%) Observability
7 17 (33.33%) Technical Leadership
8 13 (25.49%) Problem-Solving
8 13 (25.49%) SDLC
9 12 (23.53%) AI
10 11 (21.57%) Continuous Improvement
10 11 (21.57%) Test Automation
11 10 (19.61%) Machine Learning
12 9 (17.65%) Technical Architecture
13 8 (15.69%) Analytics
13 8 (15.69%) Validation
Programming Languages
1 21 (41.18%) Java
1 21 (41.18%) JavaScript
1 21 (41.18%) TypeScript
2 16 (31.37%) Python
3 3 (5.88%) SQL
4 1 (1.96%) Go
4 1 (1.96%) Kotlin
4 1 (1.96%) Scala
Qualifications
1 4 (7.84%) AWS Certified Developer
2 3 (5.88%) AWS Certification
2 3 (5.88%) AWS Certified Solutions Architect
3 2 (3.92%) Degree
4 1 (1.96%) Security Cleared
Quality Assurance & Compliance
1 9 (17.65%) QA
2 2 (3.92%) Accessibility
3 1 (1.96%) Data Quality
System Software
1 5 (9.80%) Docker
Systems Management
1 12 (23.53%) Kubernetes
2 7 (13.73%) Terraform
3 4 (7.84%) Grafana
4 3 (5.88%) Ansible
4 3 (5.88%) Argo
4 3 (5.88%) Prometheus
5 1 (1.96%) Microsoft Intune
Vendors
1 5 (9.80%) Google
2 3 (5.88%) Databricks
2 3 (5.88%) Dynatrace
2 3 (5.88%) Foundry
2 3 (5.88%) Microsoft
2 3 (5.88%) Splunk
3 1 (1.96%) Cisco
3 1 (1.96%) Meraki