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

6 months to
19 Apr 2024
Same period 2023 Same period 2022
Rank 22 124 154
Rank change year-on-year +102 +30 -1
Permanent jobs citing Cloud Native 934 103 93
As % of all permanent jobs advertised in Scotland 14.11% 2.15% 1.64%
As % of the Miscellaneous category 29.26% 5.25% 3.46%
Number of salaries quoted 17 36 55
10th Percentile £66,231 £50,735 £55,250
25th Percentile £68,718 £56,219 £57,500
Median annual salary (50th Percentile) £74,000 £65,000 £70,000
Median % change year-on-year +13.85% -7.14% +8.11%
75th Percentile £96,539 £76,403 £79,375
90th Percentile £105,000 £138,592 £91,000
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 3,192 1,962 2,691
As % of all permanent jobs advertised in Scotland 48.22% 40.96% 47.56%
Number of salaries quoted 847 825 1,011
10th Percentile £28,750 £32,500 £27,500
25th Percentile £39,942 £42,500 £39,810
Median annual salary (50th Percentile) £55,000 £59,526 £55,000
Median % change year-on-year -7.60% +8.23% +10.00%
75th Percentile £72,433 £75,000 £70,000
90th Percentile £83,029 £91,798 £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 19 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 19 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 +94 899 £100,000 +44.98% 22
Edinburgh +7 33 £71,991 +20.94% 7
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
1 181 (19.38%) Apache Spark
2 93 (9.96%) FileNet
3 50 (5.35%) Apache Airflow
4 36 (3.85%) Apache
5 21 (2.25%) GemFire
6 16 (1.71%) Cloud Foundry
7 7 (0.75%) Microsoft Exchange
8 5 (0.54%) Tomcat
9 4 (0.43%) Confluence
9 4 (0.43%) OpenStack
Cloud Services
1 449 (48.07%) AWS
2 94 (10.06%) Amazon S3
3 70 (7.49%) Datadog
4 53 (5.67%) Amazon CloudWatch
5 50 (5.35%) Azure
6 43 (4.60%) GitHub
7 34 (3.64%) GCP
8 12 (1.28%) SaaS
9 6 (0.64%) BlazeMeter
10 5 (0.54%) Power Platform
11 4 (0.43%) Entra ID
12 3 (0.32%) Amazon ECS
12 3 (0.32%) Amazon EKS
12 3 (0.32%) Azure AKS
12 3 (0.32%) Azure API Management
12 3 (0.32%) Azure DevOps
12 3 (0.32%) PaaS
12 3 (0.32%) Snowflake
13 2 (0.21%) AWS Direct Connect
13 2 (0.21%) Serverless
Communications & Networking
1 18 (1.93%) DSL
2 17 (1.82%) Kerberos
3 7 (0.75%) Network Security
4 4 (0.43%) 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
1 236 (25.27%) NoSQL
2 194 (20.77%) Big Data
3 115 (12.31%) Apache Cassandra
4 101 (10.81%) Elasticsearch
5 59 (6.32%) Hadoop
6 37 (3.96%) CockroachDB
7 35 (3.75%) Relational Database
8 23 (2.46%) Tableau
9 22 (2.36%) SQL Server
10 21 (2.25%) Hazelcast
11 18 (1.93%) Data Lake
11 18 (1.93%) DB2
11 18 (1.93%) MongoDB
12 16 (1.71%) Amazon Aurora
12 16 (1.71%) Apache Hive
12 16 (1.71%) Impala
13 15 (1.61%) MySQL
14 14 (1.50%) RDBMS
15 11 (1.18%) Flink
16 8 (0.86%) Data Warehouse
Development Applications
1 106 (11.35%) JUnit
2 58 (6.21%) Jasmine
3 48 (5.14%) Jenkins
4 44 (4.71%) Mockito
5 23 (2.46%) Git
6 21 (2.25%) Jaeger
7 20 (2.14%) Maven
8 15 (1.61%) Karma Test Runner
8 15 (1.61%) Visual Studio Code
9 7 (0.75%) Moq
10 5 (0.54%) JIRA
11 2 (0.21%) Spinnaker
12 1 (0.11%) Cucumber
12 1 (0.11%) Cypress.io
General
1 899 (96.25%) Finance
2 888 (95.07%) Inclusion and Diversity
3 887 (94.97%) Law
4 588 (62.96%) Marketing
5 223 (23.88%) Banking
6 171 (18.31%) Financial Institution
7 159 (17.02%) Investment Banking
8 101 (10.81%) Legal
9 82 (8.78%) Social Skills
10 57 (6.10%) Private Banking
11 56 (6.00%) Influencing Skills
12 42 (4.50%) Presentation Skills
13 29 (3.10%) Analytical Skills
14 21 (2.25%) Prime Brokerage
15 18 (1.93%) Games
16 15 (1.61%) Publishing
17 4 (0.43%) Retail
Job Titles
1 606 (64.88%) Software Engineer
2 332 (35.55%) Lead
3 326 (34.90%) Lead Software Engineer
4 253 (27.09%) Java Engineer
5 252 (26.98%) Java Software Engineer
6 152 (16.27%) Big Data Engineer
6 152 (16.27%) Big Data Software Engineer
7 151 (16.17%) Engineering Manager
8 149 (15.95%) Software Engineering Manager
9 142 (15.20%) Python Engineer
9 142 (15.20%) Python Software Engineer
10 130 (13.92%) Lead Java Engineer
11 123 (13.17%) Senior
12 114 (12.21%) Data Engineer
13 102 (10.92%) Cloud Engineer
14 99 (10.60%) Cloud Software Engineer
15 97 (10.39%) Full Stack Engineer
16 96 (10.28%) Full Stack Software Engineer
17 94 (10.06%) Lead Big Data Engineer
18 77 (8.24%) Architect
Libraries, Frameworks & Software Standards
1 332 (35.55%) Spring
2 223 (23.88%) Spring Boot
3 203 (21.73%) Kafka
4 176 (18.84%) AngularJS
5 172 (18.42%) React
6 110 (11.78%) Hibernate
6 110 (11.78%) RESTful
7 109 (11.67%) GraphQL
8 93 (9.96%) J2EE
8 93 (9.96%) Spring Integration
9 91 (9.74%) OpenTelemetry
10 83 (8.89%) CSS
10 83 (8.89%) HTML
11 72 (7.71%) jQuery
12 61 (6.53%) Node.js
13 57 (6.10%) NumPy
13 57 (6.10%) Pandas
14 50 (5.35%) JSON
14 50 (5.35%) PySpark
14 50 (5.35%) Twitter Bootstrap
Miscellaneous
1 162 (17.34%) Public Cloud
2 114 (12.21%) Algorithms
3 70 (7.49%) Product Ownership
4 61 (6.53%) Distributed Applications
5 57 (6.10%) Market Risk
6 51 (5.46%) Management Information System
7 42 (4.50%) Legacy Code
8 28 (3.00%) Credit Risk
9 21 (2.25%) Foreign Exchange (FX)
9 21 (2.25%) Replication
9 21 (2.25%) Taxonomies
10 20 (2.14%) Distributed Systems
11 14 (1.50%) Reference Data
12 10 (1.07%) Enterprise Software
13 9 (0.96%) Virtual Team
14 6 (0.64%) Legacy Systems
15 4 (0.43%) Data Structures
15 4 (0.43%) Enterprise Storage
16 2 (0.21%) Life Science
16 2 (0.21%) Private Cloud
Operating Systems
1 22 (2.36%) Linux
2 17 (1.82%) Windows
3 10 (1.07%) Mac OS
4 5 (0.54%) Unix
5 4 (0.43%) Mac OS X
5 4 (0.43%) Mesosphere
6 1 (0.11%) Android
6 1 (0.11%) Apple iOS
Processes & Methodologies
1 879 (94.11%) Software Engineering
2 789 (84.48%) Agile
3 675 (72.27%) CI/CD
4 658 (70.45%) SDLC
5 578 (61.88%) Operational Stability
6 438 (46.90%) Machine Learning
7 413 (44.22%) Artificial Intelligence
8 388 (41.54%) Community of Practice
9 271 (29.01%) Computer Science
10 235 (25.16%) Continuous Delivery
11 231 (24.73%) Decision-Making
12 223 (23.88%) Mathematics
13 208 (22.27%) Architectural Design
14 207 (22.16%) Information Architecture
15 191 (20.45%) Microservices
16 152 (16.27%) Visualisation
17 147 (15.74%) Analytics
18 143 (15.31%) Coaching
18 143 (15.31%) Continuous Improvement
19 117 (12.53%) Asset Management
Programming Languages
1 569 (60.92%) Java
2 371 (39.72%) SQL
3 325 (34.80%) Python
4 152 (16.27%) JavaScript
5 108 (11.56%) Scala
6 77 (8.24%) TypeScript
7 39 (4.18%) C#
8 38 (4.07%) Groovy
9 37 (3.96%) T-SQL
10 20 (2.14%) PL/SQL
11 7 (0.75%) Shell Script
12 5 (0.54%) PowerShell
13 2 (0.21%) Go
13 2 (0.21%) PHP
13 2 (0.21%) Ruby
14 1 (0.11%) Bash
14 1 (0.11%) C++
14 1 (0.11%) Kotlin
Qualifications
1 36 (3.85%) Computer Science Degree
1 36 (3.85%) Degree
2 34 (3.64%) Master's Degree
3 25 (2.68%) AWS Certification
4 4 (0.43%) AWS Certified Solutions Architect
4 4 (0.43%) TOGAF Certification
5 3 (0.32%) Azure Certification
6 1 (0.11%) BPSS Clearance
6 1 (0.11%) SC Cleared
6 1 (0.11%) Security Cleared
Quality Assurance & Compliance
1 60 (6.42%) SLA
2 51 (5.46%) Accessibility
3 15 (1.61%) WAI
4 7 (0.75%) QA
5 1 (0.11%) Cyber Essentials
5 1 (0.11%) GDPR
5 1 (0.11%) ISO/IEC 27001
5 1 (0.11%) SOC 2
System Software
1 30 (3.21%) Docker
2 4 (0.43%) Active Directory
2 4 (0.43%) Hyper-V
3 1 (0.11%) Virtual Machines
Systems Management
1 161 (17.24%) Kubernetes
2 97 (10.39%) Grafana
3 85 (9.10%) Terraform
4 40 (4.28%) Prometheus
5 21 (2.25%) HAProxy
5 21 (2.25%) ITRS Geneos
5 21 (2.25%) Kibana
5 21 (2.25%) Zipkin
6 8 (0.86%) Ansible
7 6 (0.64%) Progress Chef
7 6 (0.64%) Puppet
8 4 (0.43%) Docker Swarm
8 4 (0.43%) vRealize
8 4 (0.43%) vRealize Orchestrator
9 2 (0.21%) Istio
10 1 (0.11%) Rancher
10 1 (0.11%) Single Sign-On
Vendors
1 149 (15.95%) Oracle
2 99 (10.60%) Dynatrace
2 99 (10.60%) Splunk
3 49 (5.25%) Databricks
4 24 (2.57%) Google
5 18 (1.93%) Alteryx
5 18 (1.93%) Cognos
5 18 (1.93%) Sybase
6 14 (1.50%) Dell
7 8 (0.86%) Microsoft
8 5 (0.54%) Atlassian
9 4 (0.43%) VMware
10 1 (0.11%) StreamSets