AWS Contracts

Amazon Web Services (AWS)
UK

The table below provides summary statistics for contract job vacancies requiring AWS skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited AWS over the 6 months leading up to 12 May 2025, comparing them to the same period in the previous two years.

6 months to
12 May 2025
Same period 2024 Same period 2023
Rank 9 12 10
Rank change year-on-year +3 -2 -4
Contract jobs citing AWS 3,970 4,324 7,165
As % of all contract jobs advertised in the UK 13.57% 10.05% 12.39%
As % of the Cloud Services category 36.19% 31.03% 33.71%
Number of daily rates quoted 2,884 3,269 5,369
10th Percentile £400 £381 £425
25th Percentile £450 £456 £500
Median daily rate (50th Percentile) £548 £550 £575
Median % change year-on-year -0.45% -4.35% -
75th Percentile £650 £675 £688
90th Percentile £775 £775 £775
UK excluding London median daily rate £500 £525 £550
% change year-on-year -4.76% -4.55% +2.80%
Number of hourly rates quoted 17 27 64
10th Percentile £35.75 £22.21 £24.62
25th Percentile £43.00 £29.00 £48.51
Median hourly rate £72.50 £55.00 £74.00
Median % change year-on-year +31.82% -25.68% +12.91%
75th Percentile £92.50 £72.50 £78.00
90th Percentile £140.00 £73.30 £88.30
UK excluding London median hourly rate £80.60 £55.00 £62.85
% change year-on-year +46.55% -12.49% -10.21%

All Cloud Skills
UK

AWS 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.

Contract vacancies with a requirement for cloud computing skills 10,969 13,935 21,254
As % of all contract IT jobs advertised in the UK 37.50% 32.40% 36.77%
Number of daily rates quoted 7,583 9,908 15,370
10th Percentile £313 £300 £325
25th Percentile £413 £413 £450
Median daily rate (50th Percentile) £518 £525 £550
Median % change year-on-year -1.43% -4.55% -
75th Percentile £625 £634 £650
90th Percentile £725 £738 £745
UK excluding London median daily rate £475 £488 £500
% change year-on-year -2.56% -2.50% -
Number of hourly rates quoted 247 345 348
10th Percentile £15.24 £14.00 £15.25
25th Percentile £18.50 £16.00 £18.25
Median hourly rate £27.50 £21.37 £35.00
Median % change year-on-year +28.69% -38.94% +56.25%
75th Percentile £46.90 £35.00 £66.00
90th Percentile £73.75 £64.45 £78.00
UK excluding London median hourly rate £21.34 £17.71 £25.00
% change year-on-year +20.50% -29.18% +25.00%

AWS
Job Vacancy Trend

Job postings citing AWS as a proportion of all IT jobs advertised.

Job vacancy trend for AWS in the UK

AWS
Contractor Daily Rate Trend

3-month moving average daily rate quoted in jobs citing AWS.

Daily rate trend for AWS in the UK

AWS
Daily Rate Histogram

Daily rate distribution for jobs citing AWS over the 6 months to 12 May 2025.

Daily rate histogram for AWS in the UK

AWS
Contractor Hourly Rate Trend

3-month moving average hourly rates quoted in jobs citing AWS.

Hourly rate trend for AWS in the UK

AWS
Hourly Rate Histogram

Hourly rate distribution of jobs citing AWS over the 6 months to 12 May 2025.

Hourly rate histogram for AWS in the UK

AWS
Top 17 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing AWS within the UK over the 6 months to 12 May 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
England +3 3,204 £550 -2.22% 7,149
London -1 2,031 £575 - 4,500
Work from Home 0 1,581 £550 -3.08% 4,402
UK excluding London +7 1,224 £500 -4.76% 3,828
North of England +4 372 £475 -6.86% 1,060
South East +11 239 £544 -5.48% 1,370
North West +4 234 £475 -3.50% 686
Scotland -5 212 £475 - 245
South West +11 174 £558 +2.76% 379
Midlands +14 142 £500 +3.73% 402
Yorkshire +2 100 £500 -9.09% 279
West Midlands +21 80 £525 -4.55% 240
East of England +37 66 £538 -2.27% 302
East Midlands +9 60 £475 +5.56% 140
North East +10 48 £490 -14.78% 102
Wales +14 34 £446 -20.00% 62
Northern Ireland -6 6 £475 -29.63% 89

AWS
Co-occurring Skills and Capabilities 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
1 202 (5.09%) Apache Airflow
2 175 (4.41%) Apache
3 151 (3.80%) Confluence
4 141 (3.55%) Apache Spark
5 34 (0.86%) nginx
6 28 (0.71%) Microsoft Exchange
7 27 (0.68%) Tomcat
8 25 (0.63%) CMS
8 25 (0.63%) JBoss
9 22 (0.55%) SharePoint
10 19 (0.48%) SAS
11 16 (0.40%) Camunda
11 16 (0.40%) Jupyter
11 16 (0.40%) WebSphere
12 13 (0.33%) WebLogic
13 12 (0.30%) OpenStack
14 11 (0.28%) WordPress
15 10 (0.25%) Anypoint
15 10 (0.25%) Mule
16 8 (0.20%) IIS
Applications
1 19 (0.48%) MS Visio
2 18 (0.45%) Microsoft PowerPoint
3 14 (0.35%) Microsoft Excel
4 11 (0.28%) Microsoft Office
5 10 (0.25%) Trello
6 8 (0.20%) Chatbot
7 6 (0.15%) Adobe XD
7 6 (0.15%) Microsoft Project
7 6 (0.15%) Sketch
8 2 (0.050%) Notion
9 1 (0.025%) Siemens NX
9 1 (0.025%) Spreadsheet
Business Applications
1 15 (0.38%) SAP S/4HANA
2 11 (0.28%) Endur
3 9 (0.23%) Oracle EBS
4 7 (0.18%) Dynamics CRM
4 7 (0.18%) Sparx Enterprise Architect
5 6 (0.15%) Payment Gateway
6 5 (0.13%) Kondor
6 5 (0.13%) Oracle ERP
7 4 (0.10%) NetSuite
8 3 (0.076%) Oracle BPM
8 3 (0.076%) SAP FSCM
9 2 (0.050%) assyst
9 2 (0.050%) Avolution ABACUS
9 2 (0.050%) Exstream
9 2 (0.050%) SAP ERP
9 2 (0.050%) SAP IBP
9 2 (0.050%) SAP MM
9 2 (0.050%) Teamcenter
9 2 (0.050%) Unica
10 1 (0.025%) Cloudability
Cloud Services
1 1,431 (36.05%) Azure
2 815 (20.53%) GCP
3 574 (14.46%) Serverless
4 461 (11.61%) AWS Lambda
5 448 (11.28%) Amazon S3
6 320 (8.06%) GitHub
7 297 (7.48%) AWS CloudFormation
8 261 (6.57%) Amazon EC2
9 221 (5.57%) Snowflake
10 220 (5.54%) Amazon EKS
11 203 (5.11%) dbt
12 160 (4.03%) SaaS
13 159 (4.01%) Amazon ECS
14 157 (3.95%) Amazon CloudWatch
15 155 (3.90%) GitHub Actions
16 134 (3.38%) OpenShift
17 132 (3.32%) PaaS
18 126 (3.17%) Amazon SQS
19 117 (2.95%) Power Platform
20 116 (2.92%) IaaS
Communications & Networking
1 241 (6.07%) Firewall
2 186 (4.69%) DNS
3 139 (3.50%) VPN
4 120 (3.02%) TCP/IP
5 105 (2.64%) Network Security
6 100 (2.52%) DHCP
7 97 (2.44%) HTTP
8 87 (2.19%) WAN
9 83 (2.09%) BGP
10 66 (1.66%) OSPF
11 56 (1.41%) SD-WAN
12 52 (1.31%) SSL
13 45 (1.13%) MPLS
14 44 (1.11%) LAN
15 33 (0.83%) VLAN
16 31 (0.78%) Wireless
17 29 (0.73%) HTTPS
18 22 (0.55%) IPsec
19 21 (0.53%) Cisco ISE
20 19 (0.48%) SAN
Database & Business Intelligence
1 411 (10.35%) PostgreSQL
2 246 (6.20%) Amazon RDS
3 216 (5.44%) Data Warehouse
4 198 (4.99%) Amazon Athena
5 186 (4.69%) NoSQL
6 169 (4.26%) MongoDB
7 160 (4.03%) Data Lake
8 142 (3.58%) Relational Database
9 139 (3.50%) MySQL
10 135 (3.40%) Amazon Redshift
11 134 (3.38%) Big Data
11 134 (3.38%) DynamoDB
12 126 (3.17%) Apache Iceberg
13 125 (3.15%) SQL Server
14 113 (2.85%) Dremio
15 103 (2.59%) Apache Arrow
16 98 (2.47%) Power BI
17 87 (2.19%) Tableau
18 84 (2.12%) Hadoop
19 76 (1.91%) Amazon Aurora
Development Applications
1 419 (10.55%) Jenkins
2 324 (8.16%) Git
3 311 (7.83%) GitLab
4 271 (6.83%) JIRA
5 80 (2.02%) Bitbucket
6 70 (1.76%) SonarQube
7 66 (1.66%) Maven
8 64 (1.61%) Artifactory
8 64 (1.61%) Selenium
9 61 (1.54%) Cypress.io
10 59 (1.49%) JUnit
11 44 (1.11%) REST Assured
12 43 (1.08%) Cucumber
13 39 (0.98%) Postman
14 31 (0.78%) Gradle
15 28 (0.71%) Sonatype Nexus
16 27 (0.68%) JMeter
17 24 (0.60%) Atlassian Bamboo
18 23 (0.58%) Mockito
18 23 (0.58%) TeamCity
General
1 843 (21.23%) Social Skills
2 764 (19.24%) Finance
3 461 (11.61%) Public Sector
4 410 (10.33%) Analytical Skills
5 342 (8.61%) Banking
6 199 (5.01%) Front Office
7 118 (2.97%) Investment Banking
8 63 (1.59%) Telecoms
9 56 (1.41%) Marketing
10 53 (1.34%) Pharmaceutical
11 52 (1.31%) Retail
12 46 (1.16%) Presentation Skills
13 44 (1.11%) Inclusion and Diversity
14 37 (0.93%) Manufacturing
15 36 (0.91%) Legal
16 32 (0.81%) Law
17 30 (0.76%) Military
18 28 (0.71%) Retail Banking
19 24 (0.60%) Financial Institution
20 17 (0.43%) Electronics
Job Titles
1 961 (24.21%) Developer
2 671 (16.90%) Architect
3 556 (14.01%) Senior
4 444 (11.18%) AWS Engineer
5 394 (9.92%) DevOps Engineer
6 333 (8.39%) Data Engineer
7 273 (6.88%) Software Engineer
8 264 (6.65%) Lead
9 200 (5.04%) Solutions Architect
10 189 (4.76%) Java Developer
11 188 (4.74%) Python Engineer
12 172 (4.33%) AWS DevOps
13 160 (4.03%) Python Developer
14 158 (3.98%) AWS DevOps Engineer
15 157 (3.95%) Full-Stack Developer
16 156 (3.93%) AWS Developer
17 148 (3.73%) AWS Architect
18 140 (3.53%) Senior Developer
19 119 (3.00%) Analyst
20 110 (2.77%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 460 (11.59%) React
2 351 (8.84%) Kafka
3 318 (8.01%) Node.js
4 224 (5.64%) Spring
5 210 (5.29%) Spring Boot
6 196 (4.94%) RESTful
7 193 (4.86%) REST
8 186 (4.69%) .NET
9 152 (3.83%) AngularJS
10 149 (3.75%) Pandas
11 140 (3.53%) HTML
12 138 (3.48%) CSS
13 136 (3.43%) NumPy
14 124 (3.12%) PySpark
15 99 (2.49%) AWS CDK
16 94 (2.37%) SciPy
17 93 (2.34%) GraphQL
18 90 (2.27%) Redux
19 80 (2.02%) Elastic Stack
20 78 (1.96%) gRPC
Miscellaneous
1 211 (5.31%) Cloud Native
2 143 (3.60%) Fixed Income
3 127 (3.20%) Public Cloud
4 102 (2.57%) Hedge funds
5 97 (2.44%) Foreign Exchange (FX)
6 91 (2.29%) Equities
7 86 (2.17%) Distributed Systems
8 83 (2.09%) Data Centre
9 82 (2.07%) Derivative
10 81 (2.04%) Hybrid Cloud
10 81 (2.04%) Onboarding
11 73 (1.84%) PKI
11 73 (1.84%) Product Ownership
12 70 (1.76%) Management Information System
13 68 (1.71%) Greenfield Project
14 66 (1.66%) Algorithms
14 66 (1.66%) Legacy Systems
15 62 (1.56%) Enterprise Software
16 48 (1.21%) Data Protection Act
17 47 (1.18%) Mobile App
Operating Systems
1 441 (11.11%) Linux
2 259 (6.52%) Windows
3 123 (3.10%) Windows Server
4 108 (2.72%) Red Hat Enterprise Linux
5 99 (2.49%) Unix
6 34 (0.86%) CentOS
7 23 (0.58%) Android
8 20 (0.50%) Ubuntu
9 12 (0.30%) Solaris
10 11 (0.28%) Apple iOS
11 9 (0.23%) AIX
11 9 (0.23%) Windows Server 2019
12 8 (0.20%) Amazon Linux
12 8 (0.20%) Rocky
13 6 (0.15%) Windows Server 2016
14 5 (0.13%) Mac OS
14 5 (0.13%) Windows Server 2003
15 4 (0.10%) Oracle Linux
15 4 (0.10%) VMS
15 4 (0.10%) Windows Server 2012
Processes & Methodologies
1 1,154 (29.07%) CI/CD
2 1,114 (28.06%) DevOps
3 1,012 (25.49%) Agile
4 689 (17.36%) Problem-Solving
5 572 (14.41%) Software Engineering
6 525 (13.22%) Infrastructure as Code
6 525 (13.22%) Microservices
7 497 (12.52%) Containerisation
8 414 (10.43%) Migration
9 357 (8.99%) Analytics
10 321 (8.09%) Test Automation
11 317 (7.98%) Full-Stack Development
12 272 (6.85%) ETL
13 266 (6.70%) Stakeholder Management
14 254 (6.40%) Artificial Intelligence
15 253 (6.37%) Data Pipeline
16 242 (6.10%) Computer Science
17 234 (5.89%) Machine Learning
18 233 (5.87%) Continuous Integration
19 231 (5.82%) Data Engineering
Programming Languages
1 1,585 (39.92%) Python
2 798 (20.10%) Java
3 742 (18.69%) SQL
4 562 (14.16%) JavaScript
5 411 (10.35%) TypeScript
6 217 (5.47%) Bash
7 209 (5.26%) PowerShell
8 170 (4.28%) Go
9 166 (4.18%) C#
10 60 (1.51%) Shell Script
11 54 (1.36%) PL/SQL
12 53 (1.34%) C++
13 49 (1.23%) Perl
14 46 (1.16%) R
14 46 (1.16%) Scala
15 44 (1.11%) PHP
16 42 (1.06%) Ruby
17 37 (0.93%) Bicep
18 35 (0.88%) Kotlin
19 34 (0.86%) Groovy
Qualifications
1 1,038 (26.15%) Security Cleared
2 856 (21.56%) SC Cleared
3 322 (8.11%) Degree
4 301 (7.58%) AWS Certification
5 167 (4.21%) Computer Science Degree
6 150 (3.78%) DV Cleared
7 127 (3.20%) AWS Certified Solutions Architect
8 118 (2.97%) Azure Certification
9 76 (1.91%) Cisco Certification
10 70 (1.76%) CISSP
11 62 (1.56%) Master's Degree
12 53 (1.34%) CCNP
13 49 (1.23%) Microsoft Certification
14 35 (0.88%) AWS Certified Developer
15 31 (0.78%) CISM
16 30 (0.76%) BPSS Clearance
17 27 (0.68%) PMI Certification
18 26 (0.65%) PMP
19 21 (0.53%) CEH
19 21 (0.53%) TOGAF Certification
Quality Assurance & Compliance
1 158 (3.98%) QA
2 132 (3.32%) Data Quality
3 126 (3.17%) GDPR
4 91 (2.29%) NIST
5 74 (1.86%) ISO/IEC 27001
6 63 (1.59%) Accessibility
7 54 (1.36%) PCI DSS
8 51 (1.28%) HIPAA
9 28 (0.71%) NCSC
10 27 (0.68%) Sarbanes-Oxley
11 20 (0.50%) SLA
12 16 (0.40%) SOC 2
13 11 (0.28%) Disclosure Scotland
13 11 (0.28%) GRC
13 11 (0.28%) WCAG
14 8 (0.20%) Basel III
14 8 (0.20%) California Consumer Privacy Act
14 8 (0.20%) Government Security Classifications
15 7 (0.18%) MiFID
16 6 (0.15%) NIST 800
System Software
1 747 (18.82%) Docker
2 136 (3.43%) Active Directory
3 99 (2.49%) VMware Infrastructure
4 44 (1.11%) Hyper-V
5 36 (0.91%) Virtual Machines
6 23 (0.58%) VMware ESXi
7 17 (0.43%) VMware NSX
8 14 (0.35%) Virtual Desktop
9 13 (0.33%) Firmware
10 12 (0.30%) Microsoft App-V
11 11 (0.28%) Apache ZooKeeper
11 11 (0.28%) vSphere
12 9 (0.23%) BitLocker
12 9 (0.23%) Terminal Services
13 6 (0.15%) Oracle RAC
14 5 (0.13%) Postfix
15 4 (0.10%) Lustre
15 4 (0.10%) NFS
15 4 (0.10%) Platform Symphony
16 3 (0.076%) KVM
Systems Management
1 943 (23.75%) Kubernetes
2 919 (23.15%) Terraform
3 373 (9.40%) Ansible
4 148 (3.73%) Grafana
5 126 (3.17%) Prometheus
6 108 (2.72%) Puppet
7 74 (1.86%) Progress Chef
8 49 (1.23%) Kibana
9 43 (1.08%) Single Sign-On
10 33 (0.83%) FortiGate
11 32 (0.81%) Packer
12 26 (0.65%) Microsoft Intune
13 24 (0.60%) Istio
13 24 (0.60%) Nagios
14 23 (0.58%) Argo
15 19 (0.48%) Podman
15 19 (0.48%) SCCM
16 14 (0.35%) logstash
17 13 (0.33%) Consul
17 13 (0.33%) ZABBIX
Vendors
1 333 (8.39%) Microsoft
2 248 (6.25%) Google
3 247 (6.22%) Oracle
4 140 (3.53%) VMware
5 138 (3.48%) Databricks
6 127 (3.20%) Cisco
7 112 (2.82%) Splunk
8 89 (2.24%) Red Hat
9 68 (1.71%) IBM
10 63 (1.59%) Palo Alto
11 62 (1.56%) ServiceNow
12 60 (1.51%) SAP
13 55 (1.39%) Fortinet
14 48 (1.21%) F5
15 47 (1.18%) Atlassian
16 43 (1.08%) MuleSoft
17 42 (1.06%) CheckPoint
18 41 (1.03%) Salesforce
19 33 (0.83%) SolarWinds
20 32 (0.81%) Okta