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 in Scotland. Included is a benchmarking guide to the salaries offered in vacancies that cited Cloud Native over the 6 months leading up to 26 July 2024, comparing them to the same period in the previous two years.

6 months to
26 Jul 2024
Same period 2023 Same period 2022
Rank 23 144 158
Rank change year-on-year +121 +14 +5
Permanent jobs citing Cloud Native 663 68 95
As % of all permanent jobs advertised in Scotland 11.64% 1.79% 1.56%
As % of the Miscellaneous category 26.66% 4.88% 3.35%
Number of salaries quoted 12 25 56
10th Percentile £62,500 £47,500 £56,250
25th Percentile £68,197 £56,219 £57,500
Median annual salary (50th Percentile) £71,991 £65,351 £65,000
Median % change year-on-year +10.16% +0.54% +0.78%
75th Percentile £75,500 £82,548 £77,500
90th Percentile £102,500 £106,289 £82,500
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 2,487 1,393 2,834
As % of all permanent jobs advertised in Scotland 43.65% 36.72% 46.54%
Number of salaries quoted 702 729 1,249
10th Percentile £31,250 £33,562 £31,250
25th Percentile £40,200 £42,874 £41,500
Median annual salary (50th Percentile) £52,500 £57,500 £55,000
Median % change year-on-year -8.70% +4.55% +10.00%
75th Percentile £70,000 £72,433 £70,000
90th Percentile £80,000 £84,056 £84,056
UK median annual salary £55,000 £64,000 £62,500
% change year-on-year -14.06% +2.40% +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 26 July 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 26 July 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 +94 645 £82,500 +10.59% 1
Edinburgh -7 16 £71,991 +10.16% 4
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
1 102 (15.38%) Apache Spark
2 98 (14.78%) FileNet
3 34 (5.13%) Apache Airflow
4 21 (3.17%) GemFire
5 17 (2.56%) Cloud Foundry
6 2 (0.30%) Apache
6 2 (0.30%) OpenStack
6 2 (0.30%) Tomcat
7 1 (0.15%) Tuxedo
Cloud Services
1 289 (43.59%) AWS
2 98 (14.78%) Amazon S3
3 72 (10.86%) Datadog
4 52 (7.84%) Amazon CloudWatch
5 47 (7.09%) Azure
6 45 (6.79%) GitHub
7 25 (3.77%) GCP
8 4 (0.60%) Cloud Computing
8 4 (0.60%) Entra ID
9 3 (0.45%) Amazon ECS
9 3 (0.45%) Amazon EKS
9 3 (0.45%) Power Platform
10 2 (0.30%) AWS CloudFormation
10 2 (0.30%) AWS CodeStar
10 2 (0.30%) Azure AKS
10 2 (0.30%) Azure API Management
10 2 (0.30%) Azure DevOps
10 2 (0.30%) Microsoft 365
10 2 (0.30%) OCI
11 1 (0.15%) SaaS
Communications & Networking
1 19 (2.87%) Kerberos
2 2 (0.30%) Network Security
3 1 (0.15%) Firewall
3 1 (0.15%) LAN
3 1 (0.15%) VPN
3 1 (0.15%) WAN
3 1 (0.15%) Wireless
3 1 (0.15%) WLAN
Database & Business Intelligence
1 188 (28.36%) NoSQL
2 119 (17.95%) Apache Cassandra
3 104 (15.69%) Big Data
4 100 (15.08%) Elasticsearch
5 38 (5.73%) CockroachDB
6 36 (5.43%) Hadoop
7 26 (3.92%) Relational Database
8 21 (3.17%) Hazelcast
9 17 (2.56%) Amazon Aurora
10 15 (2.26%) MySQL
11 14 (2.11%) Apache Hive
11 14 (2.11%) Impala
12 11 (1.66%) RDBMS
13 7 (1.06%) Data Warehouse
14 3 (0.45%) Amazon RDS
14 3 (0.45%) Oracle Database
14 3 (0.45%) PostgreSQL
14 3 (0.45%) Power BI
14 3 (0.45%) Tableau
15 2 (0.30%) Data Lake
Development Applications
1 100 (15.08%) JUnit
2 50 (7.54%) Jenkins
3 45 (6.79%) Jasmine
3 45 (6.79%) Mockito
4 21 (3.17%) Jaeger
5 19 (2.87%) Maven
6 3 (0.45%) JIRA
7 2 (0.30%) SonarQube
7 2 (0.30%) Terragrunt
8 1 (0.15%) Git
General
1 638 (96.23%) Finance
2 633 (95.48%) Inclusion and Diversity
2 633 (95.48%) Law
3 414 (62.44%) Marketing
4 118 (17.80%) Banking
5 116 (17.50%) Investment Banking
6 95 (14.33%) Financial Institution
7 82 (12.37%) Legal
7 82 (12.37%) Social Skills
8 32 (4.83%) Influencing Skills
9 22 (3.32%) Presentation Skills
9 22 (3.32%) Prime Brokerage
10 21 (3.17%) Games
11 15 (2.26%) Publishing
12 5 (0.75%) Analytical Skills
13 2 (0.30%) Aerospace
14 1 (0.15%) Private Banking
Job Titles
1 448 (67.57%) Software Engineer
2 257 (38.76%) Lead
3 255 (38.46%) Lead Software Engineer
4 195 (29.41%) Java Engineer
4 195 (29.41%) Java Software Engineer
5 117 (17.65%) Lead Java Engineer
6 101 (15.23%) Big Data Engineer
6 101 (15.23%) Big Data Software Engineer
6 101 (15.23%) Engineering Manager
7 100 (15.08%) Senior
8 99 (14.93%) Software Engineering Manager
9 90 (13.57%) Python Engineer
9 90 (13.57%) Python Software Engineer
10 76 (11.46%) Architect
11 70 (10.56%) Full Stack Engineer
11 70 (10.56%) Full Stack Software Engineer
12 69 (10.41%) Data Engineer
13 66 (9.95%) Lead Big Data Engineer
14 57 (8.60%) Principal Architect
15 54 (8.14%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 255 (38.46%) Spring
2 172 (25.94%) Kafka
3 140 (21.12%) Spring Boot
4 138 (20.81%) React
5 121 (18.25%) AngularJS
6 115 (17.35%) GraphQL
7 112 (16.89%) Hibernate
8 98 (14.78%) J2EE
8 98 (14.78%) Spring Integration
9 93 (14.03%) OpenTelemetry
10 66 (9.95%) Node.js
11 64 (9.65%) CSS
11 64 (9.65%) HTML
12 53 (7.99%) JMS
12 53 (7.99%) jQuery
12 53 (7.99%) JSON
12 53 (7.99%) Twitter Bootstrap
13 50 (7.54%) RESTful
14 38 (5.73%) REST
15 34 (5.13%) Pandas
Miscellaneous
1 90 (13.57%) Public Cloud
2 64 (9.65%) Algorithms
3 47 (7.09%) Distributed Applications
4 34 (5.13%) Management Information System
4 34 (5.13%) Market Risk
4 34 (5.13%) Product Ownership
5 30 (4.52%) Credit Risk
6 21 (3.17%) Distributed Systems
6 21 (3.17%) Foreign Exchange (FX)
6 21 (3.17%) Legacy Code
6 21 (3.17%) Replication
7 11 (1.66%) Reference Data
8 2 (0.30%) Legacy Applications
9 1 (0.15%) Distributed Computing
9 1 (0.15%) Legacy Systems
9 1 (0.15%) Onboarding
Operating Systems
1 7 (1.06%) Linux
2 6 (0.90%) Windows
3 3 (0.45%) Unix
4 2 (0.30%) Mesosphere
5 1 (0.15%) Android
5 1 (0.15%) Apple iOS
5 1 (0.15%) Mac OS
Processes & Methodologies
1 619 (93.36%) Software Engineering
2 555 (83.71%) Agile
3 491 (74.06%) SDLC
4 451 (68.02%) CI/CD
5 426 (64.25%) Operational Stability
6 326 (49.17%) Artificial Intelligence
7 324 (48.87%) Machine Learning
8 269 (40.57%) Community of Practice
9 225 (33.94%) Computer Science
10 184 (27.75%) Continuous Delivery
11 179 (27.00%) Mathematics
12 172 (25.94%) Microservices
13 167 (25.19%) Decision-Making
14 158 (23.83%) Architectural Design
15 157 (23.68%) Information Architecture
16 114 (17.19%) Observability
17 105 (15.84%) Coaching
18 103 (15.54%) Visualisation
19 98 (14.78%) AOP
19 98 (14.78%) Document Management
Programming Languages
1 416 (62.75%) Java
2 276 (41.63%) SQL
3 175 (26.40%) Python
4 96 (14.48%) JavaScript
5 66 (9.95%) Scala
6 64 (9.65%) TypeScript
7 36 (5.43%) Groovy
8 15 (2.26%) T-SQL
9 12 (1.81%) C#
10 2 (0.30%) Go
10 2 (0.30%) PowerShell
10 2 (0.30%) Shell Script
11 1 (0.15%) Kotlin
Qualifications
1 30 (4.52%) Computer Science Degree
1 30 (4.52%) Degree
1 30 (4.52%) Master's Degree
2 6 (0.90%) TOGAF Certification
3 5 (0.75%) AWS Certification
4 4 (0.60%) Azure Certification
5 2 (0.30%) AWS Certified Solutions Architect
5 2 (0.30%) SC Cleared
5 2 (0.30%) Security Cleared
Quality Assurance & Compliance
1 17 (2.56%) Accessibility
2 15 (2.26%) SLA
3 5 (0.75%) QA
4 2 (0.30%) Cyber Essentials
4 2 (0.30%) GDPR
4 2 (0.30%) ISO/IEC 27001
5 1 (0.15%) GRC
5 1 (0.15%) SOC 2
System Software
1 17 (2.56%) Docker
2 4 (0.60%) Active Directory
3 2 (0.30%) Hyper-V
Systems Management
1 137 (20.66%) Kubernetes
2 93 (14.03%) Grafana
3 87 (13.12%) Terraform
4 41 (6.18%) Prometheus
5 21 (3.17%) HAProxy
5 21 (3.17%) ITRS Geneos
5 21 (3.17%) Kibana
5 21 (3.17%) Zipkin
6 5 (0.75%) Ansible
7 3 (0.45%) Progress Chef
8 2 (0.30%) Docker Swarm
8 2 (0.30%) Puppet
8 2 (0.30%) Single Sign-On
Vendors
1 136 (20.51%) Oracle
2 96 (14.48%) Dynatrace
2 96 (14.48%) Splunk
3 21 (3.17%) Google
4 2 (0.30%) Black Duck
4 2 (0.30%) Databricks
4 2 (0.30%) ServiceNow
4 2 (0.30%) VMware
5 1 (0.15%) Atlassian