Amazon EC2 Contracts in Scotland

Amazon Elastic Compute Cloud (EC2)
UK > Scotland

The table below provides summary statistics for contract job vacancies advertised in Scotland requiring Amazon EC2 skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Amazon EC2 over the 6 months leading up to 3 August 2025, comparing them to the same period in the previous two years.

6 months to
3 Aug 2025
Same period 2024 Same period 2023
Rank 111 80 131
Rank change year-on-year -31 +51 +14
Contract jobs citing Amazon EC2 13 35 27
As % of all contract jobs advertised in Scotland 0.75% 1.85% 1.03%
As % of the Cloud Services category 2.15% 5.28% 2.85%
Number of daily rates quoted 5 19 19
10th Percentile £485 £410 £463
25th Percentile £500 £425 £498
Median daily rate (50th Percentile) £525 £475 £515
Median % change year-on-year +10.53% -7.77% -1.90%
75th Percentile £538 £514 £541
90th Percentile £551 £534 £583
UK median daily rate £525 £538 £600
% change year-on-year -2.42% -10.33% +4.35%

All Cloud Skills
Scotland

Amazon EC2 falls under the Cloud Services category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring cloud computing skills in Scotland.

Contract vacancies with a requirement for cloud computing skills 605 663 947
As % of all contract IT jobs advertised in Scotland 34.81% 34.97% 36.09%
Number of daily rates quoted 401 438 681
10th Percentile £315 £200 £254
25th Percentile £420 £363 £400
Median daily rate (50th Percentile) £475 £450 £475
Median % change year-on-year +5.56% -5.26% -3.06%
75th Percentile £538 £538 £541
90th Percentile £600 £613 £603
UK median daily rate £500 £525 £540
% change year-on-year -4.76% -2.78% -1.82%
Number of hourly rates quoted 2 14 9
10th Percentile £16.21 £15.52 £16.81
25th Percentile £17.90 £16.50 £27.50
Median hourly rate £21.22 £18.69 £57.50
Median % change year-on-year +13.55% -67.50% +72.93%
75th Percentile £25.06 £23.89 £63.00
90th Percentile £27.05 £24.18 £65.60
UK median hourly rate £27.40 £23.80 £35.00
% change year-on-year +15.13% -32.00% +59.09%

Amazon EC2
Job Vacancy Trend in Scotland

Job postings citing Amazon EC2 as a proportion of all IT jobs advertised in Scotland.

Job vacancy trend for Amazon EC2 in Scotland

Amazon EC2
Contractor Daily Rate Trend in Scotland

3-month moving average daily rate quoted in jobs citing Amazon EC2 in Scotland.

Daily rate trend for Amazon EC2 in Scotland

Amazon EC2
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Amazon EC2 within the Scotland region over the 6 months to 3 August 2025. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
Edinburgh -5 12 £525 +16.67% 7
Glasgow -21 1 - - 1
Amazon EC2
UK

Amazon EC2
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 3 (23.08%) Apache Airflow
2 2 (15.38%) Apache
Cloud Services
1 13 (100.00%) Amazon S3
1 13 (100.00%) AWS
2 7 (53.85%) Virtual Private Cloud
3 6 (46.15%) Amazon CloudWatch
4 5 (38.46%) Amazon EKS
4 5 (38.46%) OpenShift
5 4 (30.77%) GitHub
5 4 (30.77%) GitHub Actions
6 3 (23.08%) AWS CodeBuild
6 3 (23.08%) AWS CodePipeline
6 3 (23.08%) AWS Lambda
6 3 (23.08%) Serverless
7 2 (15.38%) Amazon ECS
7 2 (15.38%) Amazon OpenSearch
7 2 (15.38%) AWS CloudFormation
7 2 (15.38%) AWS CodeCommit
7 2 (15.38%) AWS KMS
8 1 (7.69%) Amazon GuardDuty
8 1 (7.69%) AWS CodeDeploy
8 1 (7.69%) AWS Fargate
Communications & Networking
1 1 (7.69%) DNS
1 1 (7.69%) Reverse Proxy
Database & Business Intelligence
1 5 (38.46%) Amazon RDS
2 4 (30.77%) MongoDB
3 3 (23.08%) Elasticsearch
3 3 (23.08%) InfluxDB
4 2 (15.38%) Apache Hive
4 2 (15.38%) Hadoop
5 1 (7.69%) Amazon Athena
5 1 (7.69%) DB2
5 1 (7.69%) DynamoDB
5 1 (7.69%) Oracle Database
5 1 (7.69%) PostgreSQL
Development Applications
1 5 (38.46%) GitLab
1 5 (38.46%) Jenkins
2 3 (23.08%) Git
3 1 (7.69%) Artifactory
3 1 (7.69%) Bitbucket
3 1 (7.69%) JIRA
3 1 (7.69%) Selenium
3 1 (7.69%) Zephyr
General
1 5 (38.46%) Public Sector
2 4 (30.77%) Social Skills
3 2 (15.38%) Analytical Skills
3 2 (15.38%) Finance
4 1 (7.69%) Banking
4 1 (7.69%) Documentation Skills
Job Titles
1 4 (30.77%) Site Engineer
1 4 (30.77%) Site Reliability Engineer
2 2 (15.38%) Architect
2 2 (15.38%) AWS Architect
2 2 (15.38%) Data Engineer
2 2 (15.38%) Informatica Engineer
2 2 (15.38%) Senior
2 2 (15.38%) Senior Data Engineer
3 1 (7.69%) AWS Engineer
3 1 (7.69%) AWS Platform Engineer
3 1 (7.69%) AWS Solution Architect
3 1 (7.69%) Cloud Platform Engineer
3 1 (7.69%) DevOps Engineer
3 1 (7.69%) Environment Manager
3 1 (7.69%) Platform Engineer
3 1 (7.69%) Solutions Architect
3 1 (7.69%) Test Manager
3 1 (7.69%) Test Specialist
Libraries, Frameworks & Software Standards
1 3 (23.08%) AWS CDK
2 2 (15.38%) Kafka
2 2 (15.38%) Spring
3 1 (7.69%) ActiveMQ
3 1 (7.69%) Apache Camel
3 1 (7.69%) J2EE
3 1 (7.69%) JSON
3 1 (7.69%) Loki
3 1 (7.69%) PySpark
3 1 (7.69%) RabbitMQ
3 1 (7.69%) REST
3 1 (7.69%) RESTful
3 1 (7.69%) SOAP
3 1 (7.69%) Spring Boot
Miscellaneous
1 2 (15.38%) Data Protection Act
1 2 (15.38%) Management Information System
2 1 (7.69%) Cloud Native
2 1 (7.69%) Distributed Systems
2 1 (7.69%) Enterprise Cloud
2 1 (7.69%) Enterprise Software
2 1 (7.69%) Public Cloud
Operating Systems
1 8 (61.54%) Linux
2 6 (46.15%) Red Hat Enterprise Linux
2 6 (46.15%) Unix
3 2 (15.38%) Oracle Linux
3 2 (15.38%) Windows
Processes & Methodologies
1 12 (92.31%) CI/CD
2 8 (61.54%) Agile
3 6 (46.15%) Infrastructure as Code
4 4 (30.77%) DevOps
4 4 (30.77%) Network Load Balancing
4 4 (30.77%) Observability
4 4 (30.77%) Problem-Solving
4 4 (30.77%) Scrum
4 4 (30.77%) Site Reliability Engineering
5 3 (23.08%) Disaster Recovery
5 3 (23.08%) ETL
5 3 (23.08%) Kanban
5 3 (23.08%) Migration
6 2 (15.38%) Change Data Capture
6 2 (15.38%) Data Engineering
6 2 (15.38%) Data Science
6 2 (15.38%) Deployment Automation
6 2 (15.38%) FinOps
6 2 (15.38%) Patch Management
6 2 (15.38%) Scaled Agile Framework
Programming Languages
1 6 (46.15%) Python
2 5 (38.46%) Bash
2 5 (38.46%) Perl
3 3 (23.08%) Shell Script
3 3 (23.08%) SQL
4 2 (15.38%) Java
5 1 (7.69%) Groovy
5 1 (7.69%) TypeScript
Qualifications
1 4 (30.77%) Degree
2 2 (15.38%) AWS Certification
3 1 (7.69%) AWS Certified Solutions Architect
3 1 (7.69%) BPSS Clearance
3 1 (7.69%) Computer Science Degree
3 1 (7.69%) OCP
3 1 (7.69%) Oracle Certification
System Software
1 5 (38.46%) Docker
2 3 (23.08%) KVM
3 1 (7.69%) Active Directory
Systems Management
1 7 (53.85%) Terraform
2 6 (46.15%) Grafana
2 6 (46.15%) Kubernetes
2 6 (46.15%) Prometheus
3 5 (38.46%) Ansible
4 4 (30.77%) Red Hat Satellite
5 2 (15.38%) Fluentd
5 2 (15.38%) HAProxy
5 2 (15.38%) Nagios
6 1 (7.69%) Kibana
Vendors
1 6 (46.15%) Oracle
2 4 (30.77%) Informatica
2 4 (30.77%) Red Hat
3 3 (23.08%) Commvault
4 2 (15.38%) IBM
4 2 (15.38%) StreamSets
5 1 (7.69%) Confluent