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 28 May 2024 with a comparison to the same period over the previous 2 years.

6 months to
28 May 2024
Same period 2023 Same period 2022
Rank 22 151 177
Rank change year-on-year +129 +26 -37
Permanent jobs citing Cloud Native 948 79 88
As % of all permanent jobs advertised in Scotland 13.96% 1.77% 1.45%
As % of the Miscellaneous category 29.75% 4.42% 2.92%
Number of salaries quoted 18 26 50
10th Percentile £62,500 - -
25th Percentile £69,063 £56,219 £57,500
Median annual salary (50th Percentile) £72,996 £65,351 £65,000
Median % change year-on-year +11.70% +0.54% -
75th Percentile £96,539 £84,056 £75,000
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 3,187 1,788 3,014
As % of all permanent jobs advertised in Scotland 46.93% 39.97% 49.76%
Number of salaries quoted 841 761 1,114
10th Percentile £28,750 £32,500 £31,000
25th Percentile £39,000 £42,500 £41,250
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 £72,500 £70,000
90th Percentile £82,500 £89,427 £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 28 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 28 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 +100 923 £100,000 +45.45% 2
Edinburgh -3 23 £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
1 182 (19.20%) Apache Spark
2 98 (10.34%) FileNet
3 52 (5.49%) Apache Airflow
4 35 (3.69%) Apache
5 21 (2.22%) GemFire
6 17 (1.79%) Cloud Foundry
7 7 (0.74%) Microsoft Exchange
8 5 (0.53%) Tomcat
9 4 (0.42%) OpenStack
10 1 (0.11%) Tuxedo
Cloud Services
1 456 (48.10%) AWS
2 99 (10.44%) Amazon S3
3 72 (7.59%) Datadog
4 57 (6.01%) Azure
5 53 (5.59%) Amazon CloudWatch
6 45 (4.75%) GitHub
7 34 (3.59%) GCP
8 5 (0.53%) BlazeMeter
8 5 (0.53%) Entra ID
8 5 (0.53%) Power Platform
9 4 (0.42%) Cloud Computing
10 3 (0.32%) Amazon ECS
10 3 (0.32%) Amazon EKS
10 3 (0.32%) Azure AKS
10 3 (0.32%) Azure API Management
10 3 (0.32%) Azure DevOps
10 3 (0.32%) PaaS
10 3 (0.32%) SaaS
10 3 (0.32%) Snowflake
11 2 (0.21%) OCI
Communications & Networking
1 19 (2.00%) Kerberos
2 17 (1.79%) DSL
3 3 (0.32%) Network Security
4 2 (0.21%) VPN
5 1 (0.11%) Firewall
5 1 (0.11%) LAN
5 1 (0.11%) WAN
5 1 (0.11%) Wireless
5 1 (0.11%) WLAN
Database & Business Intelligence
1 240 (25.32%) NoSQL
2 194 (20.46%) Big Data
3 119 (12.55%) Apache Cassandra
4 108 (11.39%) Elasticsearch
5 59 (6.22%) Hadoop
6 38 (4.01%) CockroachDB
7 33 (3.48%) Relational Database
8 22 (2.32%) Tableau
9 21 (2.22%) Hazelcast
9 21 (2.22%) SQL Server
10 19 (2.00%) Data Lake
11 17 (1.79%) Amazon Aurora
11 17 (1.79%) DB2
11 17 (1.79%) MongoDB
12 16 (1.69%) Apache Hive
12 16 (1.69%) Impala
13 15 (1.58%) MySQL
14 13 (1.37%) RDBMS
15 10 (1.05%) Flink
16 9 (0.95%) Data Warehouse
Development Applications
1 109 (11.50%) JUnit
2 59 (6.22%) Jasmine
3 53 (5.59%) Jenkins
4 46 (4.85%) Mockito
5 22 (2.32%) Git
5 22 (2.32%) Maven
6 21 (2.22%) Jaeger
7 14 (1.48%) Karma Test Runner
7 14 (1.48%) Visual Studio Code
8 7 (0.74%) Moq
9 3 (0.32%) JIRA
10 2 (0.21%) SonarQube
10 2 (0.21%) Terragrunt
11 1 (0.11%) Cucumber
11 1 (0.11%) Cypress.io
General
1 917 (96.73%) Finance
2 907 (95.68%) Inclusion and Diversity
2 907 (95.68%) Law
3 603 (63.61%) Marketing
4 219 (23.10%) Banking
5 176 (18.57%) Financial Institution
6 161 (16.98%) Investment Banking
7 105 (11.08%) Legal
8 89 (9.39%) Social Skills
9 56 (5.91%) Influencing Skills
10 53 (5.59%) Private Banking
11 43 (4.54%) Presentation Skills
12 24 (2.53%) Analytical Skills
13 22 (2.32%) Prime Brokerage
14 21 (2.22%) Games
15 15 (1.58%) Publishing
16 4 (0.42%) Retail
17 2 (0.21%) Aerospace
Job Titles
1 609 (64.24%) Software Engineer
2 339 (35.76%) Lead
3 333 (35.13%) Lead Software Engineer
4 263 (27.74%) Java Engineer
5 262 (27.64%) Java Software Engineer
6 156 (16.46%) Engineering Manager
7 154 (16.24%) Big Data Engineer
7 154 (16.24%) Big Data Software Engineer
7 154 (16.24%) Software Engineering Manager
8 145 (15.30%) Python Engineer
8 145 (15.30%) Python Software Engineer
9 137 (14.45%) Lead Java Engineer
10 115 (12.13%) Data Engineer
11 110 (11.60%) Senior
12 99 (10.44%) Cloud Engineer
13 98 (10.34%) Full Stack Engineer
14 97 (10.23%) Full Stack Software Engineer
15 96 (10.13%) Cloud Software Engineer
15 96 (10.13%) Lead Big Data Engineer
16 83 (8.76%) Architect
Libraries, Frameworks & Software Standards
1 341 (35.97%) Spring
2 226 (23.84%) Spring Boot
3 209 (22.05%) Kafka
4 178 (18.78%) AngularJS
5 175 (18.46%) React
6 115 (12.13%) GraphQL
7 114 (12.03%) Hibernate
8 112 (11.81%) RESTful
9 98 (10.34%) J2EE
9 98 (10.34%) Spring Integration
10 93 (9.81%) OpenTelemetry
11 85 (8.97%) CSS
11 85 (8.97%) HTML
12 74 (7.81%) jQuery
13 66 (6.96%) Node.js
14 58 (6.12%) NumPy
14 58 (6.12%) Pandas
15 53 (5.59%) JMS
15 53 (5.59%) JSON
15 53 (5.59%) Twitter Bootstrap
Miscellaneous
1 161 (16.98%) Public Cloud
2 115 (12.13%) Algorithms
3 71 (7.49%) Product Ownership
4 65 (6.86%) Distributed Applications
5 58 (6.12%) Market Risk
6 51 (5.38%) Management Information System
7 42 (4.43%) Legacy Code
8 30 (3.16%) Credit Risk
9 21 (2.22%) Distributed Systems
9 21 (2.22%) Foreign Exchange (FX)
9 21 (2.22%) Replication
10 20 (2.11%) Taxonomies
11 13 (1.37%) Reference Data
12 10 (1.05%) Enterprise Software
13 6 (0.63%) Legacy Systems
14 2 (0.21%) Legacy Applications
14 2 (0.21%) Life Science
14 2 (0.21%) Private Cloud
15 1 (0.11%) Distributed Computing
15 1 (0.11%) Hybrid Cloud
Operating Systems
1 14 (1.48%) Linux
2 10 (1.05%) Windows
3 5 (0.53%) Unix
4 4 (0.42%) Mesosphere
5 1 (0.11%) Android
5 1 (0.11%) Apple iOS
5 1 (0.11%) Mac OS
Processes & Methodologies
1 886 (93.46%) Software Engineering
2 797 (84.07%) Agile
3 682 (71.94%) CI/CD
4 671 (70.78%) SDLC
5 589 (62.13%) Operational Stability
6 449 (47.36%) Machine Learning
7 429 (45.25%) Artificial Intelligence
8 395 (41.67%) Community of Practice
9 282 (29.75%) Computer Science
10 240 (25.32%) Decision-Making
11 236 (24.89%) Mathematics
12 233 (24.58%) Continuous Delivery
13 211 (22.26%) Architectural Design
14 210 (22.15%) Information Architecture
15 201 (21.20%) Microservices
16 156 (16.46%) Visualisation
17 148 (15.61%) Coaching
17 148 (15.61%) Continuous Improvement
18 135 (14.24%) Analytics
19 119 (12.55%) Full Stack Development
Programming Languages
1 581 (61.29%) Java
2 375 (39.56%) SQL
3 325 (34.28%) Python
4 155 (16.35%) JavaScript
5 109 (11.50%) Scala
6 79 (8.33%) TypeScript
7 37 (3.90%) C#
8 36 (3.80%) Groovy
8 36 (3.80%) T-SQL
9 18 (1.90%) PL/SQL
10 6 (0.63%) Shell Script
11 5 (0.53%) PowerShell
12 2 (0.21%) Go
12 2 (0.21%) PHP
12 2 (0.21%) Ruby
13 1 (0.11%) Kotlin
Qualifications
1 32 (3.38%) Computer Science Degree
1 32 (3.38%) Degree
2 30 (3.16%) Master's Degree
3 25 (2.64%) AWS Certification
4 6 (0.63%) TOGAF Certification
5 5 (0.53%) Azure Certification
6 4 (0.42%) AWS Certified Solutions Architect
7 3 (0.32%) SC Cleared
7 3 (0.32%) Security Cleared
8 1 (0.11%) BPSS Clearance
Quality Assurance & Compliance
1 58 (6.12%) SLA
2 49 (5.17%) Accessibility
3 14 (1.48%) WAI
4 7 (0.74%) QA
5 2 (0.21%) Cyber Essentials
5 2 (0.21%) GDPR
6 1 (0.11%) ISO/IEC 27001
6 1 (0.11%) SOC 2
System Software
1 30 (3.16%) Docker
2 5 (0.53%) Active Directory
3 4 (0.42%) Hyper-V
4 1 (0.11%) Virtual Machines
Systems Management
1 162 (17.09%) Kubernetes
2 98 (10.34%) Grafana
3 88 (9.28%) Terraform
4 41 (4.32%) Prometheus
5 21 (2.22%) HAProxy
5 21 (2.22%) ITRS Geneos
5 21 (2.22%) Kibana
5 21 (2.22%) Zipkin
6 7 (0.74%) Ansible
6 7 (0.74%) Progress Chef
7 6 (0.63%) Puppet
8 4 (0.42%) Docker Swarm
9 2 (0.21%) Single Sign-On
Vendors
1 155 (16.35%) Oracle
2 101 (10.65%) Dynatrace
2 101 (10.65%) Splunk
3 49 (5.17%) Databricks
4 24 (2.53%) Google
5 17 (1.79%) Alteryx
5 17 (1.79%) Cognos
5 17 (1.79%) Sybase
6 8 (0.84%) Microsoft
7 4 (0.42%) VMware
8 2 (0.21%) Black Duck
8 2 (0.21%) ServiceNow
9 1 (0.11%) Atlassian