Cloud Native Jobs in Scotland

Cloud Native
UK > Scotland

The table below looks at the prevalence of the term Cloud Native in permanent job vacancies advertised in Scotland. Included is a benchmarking guide to the salaries offered in vacancies that have cited Cloud Native over the 6 months to 20 May 2024 with a comparison to the same period over the previous 2 years.

6 months to
20 May 2024
Same period 2023 Same period 2022
Rank 22 139 167
Rank change year-on-year +117 +28 -20
Permanent jobs citing Cloud Native 967 80 90
As % of all permanent jobs advertised in Scotland 14.42% 1.74% 1.51%
As % of the Miscellaneous category 30.13% 4.39% 3.06%
Number of salaries quoted 20 26 52
10th Percentile £62,500 - -
25th Percentile £68,718 £56,219 £57,500
Median annual salary (50th Percentile) £71,991 £65,175 £67,500
Median % change year-on-year +10.46% -3.44% +4.25%
75th Percentile £96,539 £84,056 £75,625
90th Percentile £105,000 £147,967 £85,000
UK median annual salary £80,000 £80,000 £80,000
% change year-on-year - - +6.67%

All Generic Skills
Scotland

Cloud Native is in the General and Transferable Skills category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Scotland with a requirement for generic IT skills.

Permanent vacancies with a requirement for generic IT skills 3,209 1,822 2,944
As % of all permanent jobs advertised in Scotland 47.85% 39.67% 49.36%
Number of salaries quoted 836 777 1,101
10th Percentile £28,750 £32,500 £30,442
25th Percentile £39,750 £42,500 £41,250
Median annual salary (50th Percentile) £55,000 £57,500 £55,000
Median % change year-on-year -4.35% +4.55% +10.00%
75th Percentile £70,000 £72,500 £70,000
90th Percentile £82,548 £89,472 £85,000
UK median annual salary £55,000 £65,000 £62,500
% change year-on-year -15.38% +4.00% +4.17%

Cloud Native
Job Vacancy Trend in Scotland

Job postings citing Cloud Native as a proportion of all IT jobs advertised in Scotland.

Job vacancy trend for Cloud Native in Scotland

Cloud Native
Salary Trend in Scotland

3-month moving average salary quoted in jobs citing Cloud Native in Scotland.

Salary trend for Cloud Native in Scotland

Cloud Native
Salary Histogram in Scotland

Salary distribution for jobs citing Cloud Native in Scotland over the 6 months to 20 May 2024.

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 20 May 2024. 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 +96 936 £100,000 +44.98% 3
Edinburgh +4 29 £71,991 +10.16% 6
Renfrewshire - 2 - -
Cloud Native
UK

Cloud Native
Co-occurring Skills and Capabilities in Scotland by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 185 (19.13%) Apache Spark
2 98 (10.13%) FileNet
3 52 (5.38%) Apache Airflow
4 36 (3.72%) Apache
5 21 (2.17%) GemFire
6 17 (1.76%) Cloud Foundry
7 7 (0.72%) Microsoft Exchange
8 5 (0.52%) Tomcat
9 4 (0.41%) OpenStack
10 1 (0.10%) Tuxedo
Cloud Services
1 464 (47.98%) AWS
2 99 (10.24%) Amazon S3
3 73 (7.55%) Datadog
4 56 (5.79%) Azure
5 54 (5.58%) Amazon CloudWatch
6 45 (4.65%) GitHub
7 35 (3.62%) GCP
8 8 (0.83%) SaaS
9 6 (0.62%) BlazeMeter
10 5 (0.52%) Entra ID
10 5 (0.52%) Power Platform
11 3 (0.31%) Amazon ECS
11 3 (0.31%) Amazon EKS
11 3 (0.31%) Azure AKS
11 3 (0.31%) Azure API Management
11 3 (0.31%) Azure DevOps
11 3 (0.31%) PaaS
11 3 (0.31%) Snowflake
12 2 (0.21%) Cloud Computing
12 2 (0.21%) Serverless
Communications & Networking
1 19 (1.96%) Kerberos
2 18 (1.86%) DSL
3 4 (0.41%) VPN
4 3 (0.31%) Network Security
5 1 (0.10%) Firewall
5 1 (0.10%) LAN
5 1 (0.10%) WAN
5 1 (0.10%) Wireless
5 1 (0.10%) WLAN
Database & Business Intelligence
1 243 (25.13%) NoSQL
2 198 (20.48%) Big Data
3 119 (12.31%) Apache Cassandra
4 108 (11.17%) Elasticsearch
5 60 (6.20%) Hadoop
6 38 (3.93%) CockroachDB
7 35 (3.62%) Relational Database
8 23 (2.38%) Tableau
9 22 (2.28%) SQL Server
10 21 (2.17%) Hazelcast
11 20 (2.07%) Data Lake
12 18 (1.86%) DB2
12 18 (1.86%) MongoDB
13 17 (1.76%) Amazon Aurora
14 16 (1.65%) Apache Hive
14 16 (1.65%) Impala
15 15 (1.55%) MySQL
16 14 (1.45%) RDBMS
17 10 (1.03%) Flink
18 9 (0.93%) Data Warehouse
Development Applications
1 110 (11.38%) JUnit
2 60 (6.20%) Jasmine
3 51 (5.27%) Jenkins
4 46 (4.76%) Mockito
5 23 (2.38%) Git
6 22 (2.28%) Maven
7 21 (2.17%) Jaeger
8 15 (1.55%) Karma Test Runner
8 15 (1.55%) Visual Studio Code
9 7 (0.72%) Moq
10 2 (0.21%) Spinnaker
11 1 (0.10%) Cucumber
11 1 (0.10%) Cypress.io
11 1 (0.10%) JIRA
General
1 933 (96.48%) Finance
2 921 (95.24%) Inclusion and Diversity
2 921 (95.24%) Law
3 612 (63.29%) Marketing
4 227 (23.47%) Banking
5 180 (18.61%) Financial Institution
6 163 (16.86%) Investment Banking
7 106 (10.96%) Legal
8 87 (9.00%) Social Skills
9 57 (5.89%) Influencing Skills
9 57 (5.89%) Private Banking
10 44 (4.55%) Presentation Skills
11 25 (2.59%) Analytical Skills
12 22 (2.28%) Prime Brokerage
13 21 (2.17%) Games
14 15 (1.55%) Publishing
15 4 (0.41%) Retail
16 2 (0.21%) Aerospace
Job Titles
1 623 (64.43%) Software Engineer
2 345 (35.68%) Lead
3 339 (35.06%) Lead Software Engineer
4 267 (27.61%) Java Engineer
5 266 (27.51%) Java Software Engineer
6 158 (16.34%) Engineering Manager
7 156 (16.13%) Big Data Engineer
7 156 (16.13%) Big Data Software Engineer
7 156 (16.13%) Software Engineering Manager
8 146 (15.10%) Python Engineer
8 146 (15.10%) Python Software Engineer
9 138 (14.27%) Lead Java Engineer
10 117 (12.10%) Data Engineer
10 117 (12.10%) Senior
11 103 (10.65%) Cloud Engineer
12 101 (10.44%) Full Stack Engineer
13 100 (10.34%) Cloud Software Engineer
13 100 (10.34%) Full Stack Software Engineer
14 97 (10.03%) Lead Big Data Engineer
15 84 (8.69%) Architect
Libraries, Frameworks & Software Standards
1 345 (35.68%) Spring
2 230 (23.78%) Spring Boot
3 212 (21.92%) Kafka
4 181 (18.72%) AngularJS
5 177 (18.30%) React
6 115 (11.89%) GraphQL
6 115 (11.89%) Hibernate
6 115 (11.89%) RESTful
7 98 (10.13%) J2EE
7 98 (10.13%) Spring Integration
8 94 (9.72%) OpenTelemetry
9 86 (8.89%) CSS
9 86 (8.89%) HTML
10 75 (7.76%) jQuery
11 64 (6.62%) Node.js
12 59 (6.10%) NumPy
12 59 (6.10%) Pandas
13 53 (5.48%) JMS
13 53 (5.48%) JSON
13 53 (5.48%) Twitter Bootstrap
Miscellaneous
1 167 (17.27%) Public Cloud
2 117 (12.10%) Algorithms
3 71 (7.34%) Product Ownership
4 65 (6.72%) Distributed Applications
5 59 (6.10%) Market Risk
6 52 (5.38%) Management Information System
7 43 (4.45%) Legacy Code
8 30 (3.10%) Credit Risk
9 21 (2.17%) Distributed Systems
9 21 (2.17%) Foreign Exchange (FX)
9 21 (2.17%) Replication
9 21 (2.17%) Taxonomies
10 14 (1.45%) Reference Data
11 10 (1.03%) Enterprise Software
12 7 (0.72%) Legacy Systems
13 5 (0.52%) Virtual Team
14 2 (0.21%) Legacy Applications
14 2 (0.21%) Life Science
14 2 (0.21%) Private Cloud
15 1 (0.10%) Distributed Computing
Operating Systems
1 19 (1.96%) Linux
2 15 (1.55%) Windows
3 6 (0.62%) Mac OS
4 5 (0.52%) Unix
5 4 (0.41%) Mesosphere
6 1 (0.10%) Android
6 1 (0.10%) Apple iOS
Processes & Methodologies
1 904 (93.49%) Software Engineering
2 815 (84.28%) Agile
3 692 (71.56%) CI/CD
4 679 (70.22%) SDLC
5 598 (61.84%) Operational Stability
6 456 (47.16%) Machine Learning
7 434 (44.88%) Artificial Intelligence
8 400 (41.37%) Community of Practice
9 284 (29.37%) Computer Science
10 243 (25.13%) Decision-Making
11 238 (24.61%) Continuous Delivery
11 238 (24.61%) Mathematics
12 215 (22.23%) Architectural Design
13 214 (22.13%) Information Architecture
14 202 (20.89%) Microservices
15 158 (16.34%) Visualisation
16 149 (15.41%) Coaching
17 148 (15.31%) Continuous Improvement
18 143 (14.79%) Analytics
19 122 (12.62%) Full Stack Development
Programming Languages
1 591 (61.12%) Java
2 382 (39.50%) SQL
3 328 (33.92%) Python
4 155 (16.03%) JavaScript
5 111 (11.48%) Scala
6 80 (8.27%) TypeScript
7 39 (4.03%) C#
8 38 (3.93%) Groovy
9 37 (3.83%) T-SQL
10 20 (2.07%) PL/SQL
11 7 (0.72%) Shell Script
12 5 (0.52%) PowerShell
13 3 (0.31%) Go
14 2 (0.21%) PHP
14 2 (0.21%) Ruby
15 1 (0.10%) Kotlin
Qualifications
1 32 (3.31%) Computer Science Degree
1 32 (3.31%) Degree
2 30 (3.10%) Master's Degree
3 26 (2.69%) AWS Certification
4 6 (0.62%) TOGAF Certification
5 4 (0.41%) AWS Certified Solutions Architect
6 3 (0.31%) Azure Certification
7 1 (0.10%) BPSS Clearance
7 1 (0.10%) SC Cleared
7 1 (0.10%) Security Cleared
Quality Assurance & Compliance
1 60 (6.20%) SLA
2 51 (5.27%) Accessibility
3 15 (1.55%) WAI
4 7 (0.72%) QA
5 2 (0.21%) Cyber Essentials
5 2 (0.21%) GDPR
6 1 (0.10%) ISO/IEC 27001
6 1 (0.10%) SOC 2
System Software
1 30 (3.10%) Docker
2 5 (0.52%) Active Directory
3 4 (0.41%) Hyper-V
4 1 (0.10%) Virtual Machines
Systems Management
1 165 (17.06%) Kubernetes
2 100 (10.34%) Grafana
3 88 (9.10%) Terraform
4 42 (4.34%) Prometheus
5 21 (2.17%) HAProxy
5 21 (2.17%) ITRS Geneos
5 21 (2.17%) Kibana
5 21 (2.17%) Zipkin
6 7 (0.72%) Progress Chef
7 6 (0.62%) Puppet
8 5 (0.52%) Ansible
9 4 (0.41%) Docker Swarm
10 2 (0.21%) Istio
10 2 (0.21%) Single Sign-On
Vendors
1 157 (16.24%) Oracle
2 102 (10.55%) Dynatrace
2 102 (10.55%) Splunk
3 51 (5.27%) Databricks
4 24 (2.48%) Google
5 18 (1.86%) Alteryx
5 18 (1.86%) Cognos
5 18 (1.86%) Sybase
6 8 (0.83%) Microsoft
7 5 (0.52%) Dell
8 4 (0.41%) VMware
9 1 (0.10%) Atlassian