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 27 April 2024 with a comparison to the same period over the previous 2 years.

6 months to
27 Apr 2024
Same period 2023 Same period 2022
Rank 22 130 153
Rank change year-on-year +108 +23 -3
Permanent jobs citing Cloud Native 962 95 95
As % of all permanent jobs advertised in Scotland 14.33% 2.01% 1.66%
As % of the Miscellaneous category 29.65% 4.95% 3.48%
Number of salaries quoted 19 33 54
10th Percentile £62,500 £47,444 -
25th Percentile £68,718 £56,219 £57,500
Median annual salary (50th Percentile) £71,991 £65,000 £70,000
Median % change year-on-year +10.76% -7.14% +8.53%
75th Percentile £96,539 £84,056 £79,688
90th Percentile £105,000 £138,592 £92,000
UK median annual salary £80,000 £83,900 £80,000
% change year-on-year -4.65% +4.88% +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 3,244 1,919 2,730
As % of all permanent jobs advertised in Scotland 48.32% 40.51% 47.83%
Number of salaries quoted 850 814 1,033
10th Percentile £28,795 £32,500 £28,039
25th Percentile £40,000 £42,125 £39,810
Median annual salary (50th Percentile) £55,000 £58,611 £55,000
Median % change year-on-year -6.16% +6.57% +10.00%
75th Percentile £72,433 £75,000 £70,000
90th Percentile £82,548 £89,956 £84,056
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 27 April 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 27 April 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 +98 925 £100,000 +44.98% 8
Edinburgh +12 35 £71,991 +20.94% 8
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
1 186 (19.33%) Apache Spark
2 96 (9.98%) FileNet
3 52 (5.41%) Apache Airflow
4 36 (3.74%) Apache
5 21 (2.18%) GemFire
6 17 (1.77%) Cloud Foundry
7 7 (0.73%) Microsoft Exchange
8 5 (0.52%) Tomcat
9 4 (0.42%) Confluence
9 4 (0.42%) OpenStack
10 1 (0.10%) Tuxedo
Cloud Services
1 461 (47.92%) AWS
2 97 (10.08%) Amazon S3
3 72 (7.48%) Datadog
4 55 (5.72%) Azure
5 54 (5.61%) Amazon CloudWatch
6 44 (4.57%) GitHub
7 36 (3.74%) GCP
8 12 (1.25%) 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%) IaaS
Communications & Networking
1 19 (1.98%) Kerberos
2 18 (1.87%) DSL
3 7 (0.73%) Network Security
4 4 (0.42%) VPN
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
1 241 (25.05%) NoSQL
2 199 (20.69%) Big Data
3 118 (12.27%) Apache Cassandra
4 104 (10.81%) Elasticsearch
5 61 (6.34%) Hadoop
6 38 (3.95%) CockroachDB
7 35 (3.64%) Relational Database
8 23 (2.39%) Tableau
9 22 (2.29%) SQL Server
10 21 (2.18%) Hazelcast
11 18 (1.87%) Data Lake
11 18 (1.87%) DB2
11 18 (1.87%) MongoDB
12 17 (1.77%) Amazon Aurora
13 16 (1.66%) Apache Hive
13 16 (1.66%) Impala
14 15 (1.56%) MySQL
15 14 (1.46%) RDBMS
16 11 (1.14%) Flink
17 10 (1.04%) Data Warehouse
Development Applications
1 109 (11.33%) JUnit
2 59 (6.13%) Jasmine
3 49 (5.09%) Jenkins
4 45 (4.68%) Mockito
5 23 (2.39%) Git
6 21 (2.18%) Jaeger
7 20 (2.08%) Maven
8 15 (1.56%) Karma Test Runner
8 15 (1.56%) Visual Studio Code
9 7 (0.73%) Moq
10 5 (0.52%) JIRA
11 2 (0.21%) Spinnaker
12 1 (0.10%) Cucumber
12 1 (0.10%) Cypress.io
General
1 923 (95.95%) Finance
2 912 (94.80%) Inclusion and Diversity
3 911 (94.70%) Law
4 605 (62.89%) Marketing
5 227 (23.60%) Banking
6 177 (18.40%) Financial Institution
7 163 (16.94%) Investment Banking
8 104 (10.81%) Legal
9 84 (8.73%) Social Skills
10 57 (5.93%) Influencing Skills
10 57 (5.93%) Private Banking
11 43 (4.47%) Presentation Skills
12 29 (3.01%) Analytical Skills
13 22 (2.29%) Prime Brokerage
14 20 (2.08%) Games
15 15 (1.56%) Publishing
16 4 (0.42%) Retail
Job Titles
1 622 (64.66%) Software Engineer
2 342 (35.55%) Lead
3 336 (34.93%) Lead Software Engineer
4 263 (27.34%) Java Engineer
5 262 (27.23%) Java Software Engineer
6 156 (16.22%) Big Data Engineer
6 156 (16.22%) Big Data Software Engineer
6 156 (16.22%) Engineering Manager
7 154 (16.01%) Software Engineering Manager
8 145 (15.07%) Python Engineer
8 145 (15.07%) Python Software Engineer
9 136 (14.14%) Lead Java Engineer
10 127 (13.20%) Senior
11 117 (12.16%) Data Engineer
12 103 (10.71%) Cloud Engineer
13 100 (10.40%) Cloud Software Engineer
14 99 (10.29%) Full Stack Engineer
15 98 (10.19%) Full Stack Software Engineer
16 97 (10.08%) Lead Big Data Engineer
17 80 (8.32%) Architect
Libraries, Frameworks & Software Standards
1 340 (35.34%) Spring
2 227 (23.60%) Spring Boot
3 209 (21.73%) Kafka
4 179 (18.61%) AngularJS
5 175 (18.19%) React
6 113 (11.75%) GraphQL
6 113 (11.75%) Hibernate
6 113 (11.75%) RESTful
7 96 (9.98%) J2EE
7 96 (9.98%) Spring Integration
8 93 (9.67%) OpenTelemetry
9 85 (8.84%) CSS
9 85 (8.84%) HTML
10 74 (7.69%) jQuery
11 63 (6.55%) Node.js
12 58 (6.03%) NumPy
12 58 (6.03%) Pandas
13 52 (5.41%) JSON
13 52 (5.41%) PySpark
13 52 (5.41%) Twitter Bootstrap
Miscellaneous
1 165 (17.15%) Public Cloud
2 116 (12.06%) Algorithms
3 71 (7.38%) Product Ownership
4 64 (6.65%) Distributed Applications
5 58 (6.03%) Market Risk
6 52 (5.41%) Management Information System
7 43 (4.47%) Legacy Code
8 28 (2.91%) Credit Risk
9 21 (2.18%) Distributed Systems
9 21 (2.18%) Foreign Exchange (FX)
9 21 (2.18%) Replication
9 21 (2.18%) Taxonomies
10 14 (1.46%) Reference Data
11 10 (1.04%) Enterprise Software
12 9 (0.94%) Virtual Team
13 6 (0.62%) Legacy Systems
14 4 (0.42%) Data Structures
14 4 (0.42%) Enterprise Storage
15 2 (0.21%) Life Science
15 2 (0.21%) Private Cloud
Operating Systems
1 22 (2.29%) Linux
2 18 (1.87%) Windows
3 10 (1.04%) Mac OS
4 5 (0.52%) Unix
5 4 (0.42%) Mac OS X
5 4 (0.42%) Mesosphere
6 1 (0.10%) Android
6 1 (0.10%) Apple iOS
Processes & Methodologies
1 903 (93.87%) Software Engineering
2 812 (84.41%) Agile
3 691 (71.83%) CI/CD
4 675 (70.17%) SDLC
5 593 (61.64%) Operational Stability
6 452 (46.99%) Machine Learning
7 428 (44.49%) Artificial Intelligence
8 398 (41.37%) Community of Practice
9 282 (29.31%) Computer Science
10 241 (25.05%) Continuous Delivery
11 237 (24.64%) Decision-Making
12 233 (24.22%) Mathematics
13 214 (22.25%) Architectural Design
14 213 (22.14%) Information Architecture
15 197 (20.48%) Microservices
16 156 (16.22%) Visualisation
17 150 (15.59%) Analytics
18 149 (15.49%) Coaching
19 145 (15.07%) Continuous Improvement
20 120 (12.47%) Asset Management
Programming Languages
1 585 (60.81%) Java
2 379 (39.40%) SQL
3 330 (34.30%) Python
4 154 (16.01%) JavaScript
5 112 (11.64%) Scala
6 79 (8.21%) TypeScript
7 39 (4.05%) C#
8 38 (3.95%) Groovy
9 37 (3.85%) T-SQL
10 20 (2.08%) PL/SQL
11 7 (0.73%) 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%) Bash
15 1 (0.10%) C++
15 1 (0.10%) Kotlin
Qualifications
1 36 (3.74%) Computer Science Degree
1 36 (3.74%) Degree
2 34 (3.53%) Master's Degree
3 25 (2.60%) AWS Certification
4 6 (0.62%) TOGAF Certification
5 4 (0.42%) 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 (6.24%) SLA
2 51 (5.30%) Accessibility
3 15 (1.56%) WAI
4 7 (0.73%) 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 (3.12%) Docker
2 5 (0.52%) Active Directory
3 4 (0.42%) Hyper-V
4 1 (0.10%) Virtual Machines
Systems Management
1 165 (17.15%) Kubernetes
2 99 (10.29%) Grafana
3 87 (9.04%) Terraform
4 41 (4.26%) Prometheus
5 21 (2.18%) HAProxy
5 21 (2.18%) ITRS Geneos
5 21 (2.18%) Kibana
5 21 (2.18%) Zipkin
6 8 (0.83%) Ansible
7 6 (0.62%) Progress Chef
7 6 (0.62%) Puppet
8 4 (0.42%) Docker Swarm
8 4 (0.42%) vRealize
8 4 (0.42%) vRealize Orchestrator
9 2 (0.21%) Istio
9 2 (0.21%) Single Sign-On
10 1 (0.10%) Rancher
Vendors
1 153 (15.90%) Oracle
2 101 (10.50%) Dynatrace
2 101 (10.50%) Splunk
3 51 (5.30%) Databricks
4 25 (2.60%) Google
5 18 (1.87%) Alteryx
5 18 (1.87%) Cognos
5 18 (1.87%) Sybase
6 14 (1.46%) Dell
7 8 (0.83%) Microsoft
8 5 (0.52%) Atlassian
9 4 (0.42%) VMware
10 1 (0.10%) StreamSets