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 1 May 2025, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 9 12 10
Rank change year-on-year +3 -2 -4
Contract jobs citing AWS 3,950 4,328 7,510
As % of all contract jobs advertised in the UK 13.49% 9.94% 12.58%
As % of the Cloud Services category 35.89% 30.76% 34.10%
Number of daily rates quoted 2,880 3,274 5,630
10th Percentile £400 £386 £425
25th Percentile £454 £458 £500
Median daily rate (50th Percentile) £550 £550 £575
Median % change year-on-year - -4.35% -0.86%
75th Percentile £650 £675 £681
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 16 27 61
10th Percentile £39.00 £22.21 £24.62
25th Percentile £54.38 £29.00 £49.68
Median hourly rate £75.60 £55.00 £73.00
Median % change year-on-year +37.45% -24.66% +32.73%
75th Percentile £93.13 £71.87 £78.00
90th Percentile £150.00 £72.50 £85.00
UK excluding London median hourly rate £80.60 £49.34 £65.00
% change year-on-year +63.36% -24.09% +24.68%

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 11,005 14,070 22,025
As % of all contract IT jobs advertised in the UK 37.59% 32.30% 36.91%
Number of daily rates quoted 7,639 9,993 15,919
10th Percentile £313 £300 £325
25th Percentile £413 £413 £450
Median daily rate (50th Percentile) £520 £525 £550
Median % change year-on-year -0.95% -4.55% -
75th Percentile £625 £633 £650
90th Percentile £731 £738 £743
UK excluding London median daily rate £475 £490 £500
% change year-on-year -3.06% -2.00% -
Number of hourly rates quoted 250 346 350
10th Percentile £15.25 £14.00 £15.25
25th Percentile £18.51 £16.02 £18.50
Median hourly rate £27.35 £21.00 £35.00
Median % change year-on-year +30.24% -40.00% +62.79%
75th Percentile £47.58 £35.00 £66.00
90th Percentile £73.75 £61.60 £78.00
UK excluding London median hourly rate £21.46 £17.72 £24.62
% change year-on-year +21.11% -28.03% +31.31%

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 1 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 1 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 1 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 3,187 £550 -0.50% 5,382
London -1 2,031 £575 - 3,093
Work from Home +1 1,559 £550 -2.22% 3,068
UK excluding London +6 1,201 £500 -4.76% 3,089
North of England +4 367 £475 -6.86% 870
South East +12 237 £550 -4.76% 1,032
North West +2 225 £475 -5.00% 586
Scotland -5 214 £494 +2.92% 183
South West +11 170 £575 +6.48% 347
Midlands +8 129 £500 - 375
Yorkshire +4 105 £500 -6.98% 202
West Midlands +15 80 £520 -5.45% 197
East of England +28 64 £550 +4.76% 261
East Midlands +4 48 £490 +8.89% 144
North East +11 46 £508 -11.74% 90
Wales +14 33 £461 -17.40% 69
Northern Ireland -6 6 £475 -29.63% 58

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
1 192 (4.86%) Apache Airflow
2 170 (4.30%) Apache
3 155 (3.92%) Confluence
4 141 (3.57%) Apache Spark
5 48 (1.22%) nginx
6 29 (0.73%) Microsoft Exchange
7 27 (0.68%) Tomcat
8 24 (0.61%) JBoss
9 23 (0.58%) CMS
10 22 (0.56%) SharePoint
11 20 (0.51%) SAS
12 17 (0.43%) WebSphere
13 15 (0.38%) Camunda
14 13 (0.33%) Jupyter
15 12 (0.30%) Traefik
16 11 (0.28%) WebLogic
17 10 (0.25%) Anypoint
17 10 (0.25%) Mule
17 10 (0.25%) WordPress
18 8 (0.20%) IIS
Applications
1 19 (0.48%) MS Visio
2 18 (0.46%) Microsoft PowerPoint
3 13 (0.33%) 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 (0.051%) Notion
9 1 (0.025%) Spreadsheet
Business Applications
1 14 (0.35%) SAP S/4HANA
2 9 (0.23%) Oracle EBS
3 7 (0.18%) Endur
3 7 (0.18%) Sparx Enterprise Architect
4 6 (0.15%) Dynamics CRM
5 5 (0.13%) Kondor
5 5 (0.13%) Oracle ERP
5 5 (0.13%) Payment Gateway
6 4 (0.10%) NetSuite
7 3 (0.076%) SAP FSCM
7 3 (0.076%) Unica
8 2 (0.051%) assyst
8 2 (0.051%) Avolution ABACUS
8 2 (0.051%) Exstream
8 2 (0.051%) Oracle BPM
8 2 (0.051%) Remedy ITSM
8 2 (0.051%) SAP ERP
8 2 (0.051%) SAP IBP
8 2 (0.051%) SAP MM
9 1 (0.025%) Distributed Ledger
Cloud Services
1 1,405 (35.57%) Azure
2 796 (20.15%) GCP
3 567 (14.35%) Serverless
4 460 (11.65%) AWS Lambda
5 457 (11.57%) Amazon S3
6 312 (7.90%) AWS CloudFormation
7 307 (7.77%) GitHub
8 261 (6.61%) Amazon EC2
9 218 (5.52%) Snowflake
10 217 (5.49%) Amazon EKS
11 197 (4.99%) dbt
12 174 (4.41%) Amazon ECS
13 166 (4.20%) Amazon CloudWatch
14 158 (4.00%) SaaS
15 144 (3.65%) GitHub Actions
16 139 (3.52%) PaaS
17 131 (3.32%) OpenShift
18 123 (3.11%) Amazon SQS
19 121 (3.06%) IaaS
20 118 (2.99%) Power Platform
Communications & Networking
1 233 (5.90%) Firewall
2 189 (4.78%) DNS
3 138 (3.49%) VPN
4 129 (3.27%) TCP/IP
5 102 (2.58%) Network Security
6 100 (2.53%) DHCP
7 91 (2.30%) HTTP
8 87 (2.20%) WAN
9 79 (2.00%) BGP
10 63 (1.59%) OSPF
11 56 (1.42%) SD-WAN
12 53 (1.34%) SSL
13 46 (1.16%) MPLS
14 40 (1.01%) LAN
15 34 (0.86%) VLAN
16 29 (0.73%) HTTPS
16 29 (0.73%) Wireless
17 21 (0.53%) Cisco ISE
18 20 (0.51%) IPsec
19 18 (0.46%) SAN
Database & Business Intelligence
1 402 (10.18%) PostgreSQL
2 253 (6.41%) Amazon RDS
3 219 (5.54%) Data Warehouse
4 196 (4.96%) Amazon Athena
5 181 (4.58%) NoSQL
6 178 (4.51%) MongoDB
7 158 (4.00%) Data Lake
8 141 (3.57%) Amazon Redshift
8 141 (3.57%) Relational Database
9 138 (3.49%) MySQL
10 132 (3.34%) DynamoDB
11 130 (3.29%) Big Data
12 124 (3.14%) Apache Iceberg
12 124 (3.14%) SQL Server
13 111 (2.81%) Dremio
14 100 (2.53%) Apache Arrow
15 99 (2.51%) Power BI
16 86 (2.18%) Tableau
17 84 (2.13%) Hadoop
18 76 (1.92%) Oracle Database
Development Applications
1 420 (10.63%) Jenkins
2 318 (8.05%) GitLab
3 312 (7.90%) Git
4 269 (6.81%) JIRA
5 77 (1.95%) Bitbucket
6 69 (1.75%) SonarQube
7 66 (1.67%) Artifactory
8 64 (1.62%) Maven
8 64 (1.62%) Selenium
9 58 (1.47%) JUnit
10 55 (1.39%) Cypress.io
11 43 (1.09%) REST Assured
12 42 (1.06%) Cucumber
12 42 (1.06%) Postman
13 29 (0.73%) JMeter
14 26 (0.66%) Gradle
15 25 (0.63%) Sonatype Nexus
16 21 (0.53%) Atlassian Bamboo
16 21 (0.53%) CircleCI
16 21 (0.53%) Mockito
General
1 806 (20.41%) Social Skills
2 748 (18.94%) Finance
3 463 (11.72%) Public Sector
4 403 (10.20%) Analytical Skills
5 332 (8.41%) Banking
6 200 (5.06%) Front Office
7 112 (2.84%) Investment Banking
8 60 (1.52%) Telecoms
9 58 (1.47%) Marketing
10 53 (1.34%) Pharmaceutical
11 51 (1.29%) Retail
12 45 (1.14%) Presentation Skills
13 40 (1.01%) Inclusion and Diversity
14 38 (0.96%) Legal
15 37 (0.94%) Manufacturing
16 33 (0.84%) Law
16 33 (0.84%) Military
17 28 (0.71%) Retail Banking
18 25 (0.63%) Financial Institution
19 18 (0.46%) Electronics
Job Titles
1 940 (23.80%) Developer
2 665 (16.84%) Architect
3 565 (14.30%) Senior
4 456 (11.54%) AWS Engineer
5 411 (10.41%) DevOps Engineer
6 328 (8.30%) Data Engineer
7 271 (6.86%) Lead
8 270 (6.84%) Software Engineer
9 191 (4.84%) Solutions Architect
10 187 (4.73%) Python Engineer
11 184 (4.66%) Java Developer
12 179 (4.53%) AWS DevOps
13 166 (4.20%) AWS DevOps Engineer
14 159 (4.03%) Python Developer
15 155 (3.92%) Full-Stack Developer
16 153 (3.87%) AWS Developer
17 146 (3.70%) AWS Architect
18 139 (3.52%) Senior Developer
19 118 (2.99%) Analyst
20 109 (2.76%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 441 (11.16%) React
2 372 (9.42%) Kafka
3 302 (7.65%) Node.js
4 225 (5.70%) Spring
5 214 (5.42%) Spring Boot
6 188 (4.76%) REST
7 184 (4.66%) .NET
8 182 (4.61%) RESTful
9 143 (3.62%) Pandas
10 142 (3.59%) AngularJS
11 135 (3.42%) HTML
12 130 (3.29%) CSS
12 130 (3.29%) NumPy
13 129 (3.27%) PySpark
14 102 (2.58%) AWS CDK
15 89 (2.25%) Redux
15 89 (2.25%) SciPy
16 83 (2.10%) GraphQL
17 78 (1.97%) Elastic Stack
18 77 (1.95%) gRPC
Miscellaneous
1 194 (4.91%) Cloud Native
2 135 (3.42%) Fixed Income
3 128 (3.24%) Public Cloud
4 95 (2.41%) Hedge funds
5 86 (2.18%) Foreign Exchange (FX)
6 85 (2.15%) Distributed Systems
7 81 (2.05%) Equities
7 81 (2.05%) PKI
8 79 (2.00%) Onboarding
9 77 (1.95%) Derivative
9 77 (1.95%) Hybrid Cloud
10 76 (1.92%) Data Centre
11 72 (1.82%) Product Ownership
12 70 (1.77%) Management Information System
13 68 (1.72%) Greenfield Project
14 66 (1.67%) Algorithms
15 65 (1.65%) Legacy Systems
16 61 (1.54%) Enterprise Software
17 47 (1.19%) Mobile App
18 46 (1.16%) Data Protection Act
Operating Systems
1 466 (11.80%) Linux
2 265 (6.71%) Windows
3 125 (3.16%) Windows Server
4 120 (3.04%) Red Hat Enterprise Linux
5 116 (2.94%) Unix
6 46 (1.16%) CentOS
7 26 (0.66%) Android
8 19 (0.48%) Ubuntu
9 15 (0.38%) AIX
10 13 (0.33%) Apple iOS
11 12 (0.30%) Solaris
12 9 (0.23%) Windows Server 2019
13 8 (0.20%) Amazon Linux
13 8 (0.20%) Rocky
14 6 (0.15%) Mac OS
14 6 (0.15%) Windows Server 2016
15 5 (0.13%) Windows Server 2003
16 4 (0.10%) Oracle Linux
16 4 (0.10%) VMS
16 4 (0.10%) Windows Server 2012
Processes & Methodologies
1 1,150 (29.11%) CI/CD
2 1,113 (28.18%) DevOps
3 995 (25.19%) Agile
4 676 (17.11%) Problem-Solving
5 576 (14.58%) Software Engineering
6 530 (13.42%) Infrastructure as Code
7 524 (13.27%) Microservices
8 484 (12.25%) Containerisation
9 416 (10.53%) Migration
10 355 (8.99%) Analytics
11 314 (7.95%) Test Automation
12 306 (7.75%) Full-Stack Development
13 274 (6.94%) ETL
14 258 (6.53%) Stakeholder Management
15 249 (6.30%) Data Pipeline
16 247 (6.25%) Computer Science
17 242 (6.13%) Continuous Integration
18 231 (5.85%) Artificial Intelligence
19 225 (5.70%) Data Engineering
20 222 (5.62%) Cloud Security
Programming Languages
1 1,573 (39.82%) Python
2 795 (20.13%) Java
3 736 (18.63%) SQL
4 557 (14.10%) JavaScript
5 390 (9.87%) TypeScript
6 223 (5.65%) Bash
7 204 (5.16%) PowerShell
8 189 (4.78%) Go
9 165 (4.18%) C#
10 60 (1.52%) Shell Script
11 58 (1.47%) PL/SQL
12 55 (1.39%) C++
13 48 (1.22%) Perl
13 48 (1.22%) Scala
14 43 (1.09%) PHP
14 43 (1.09%) R
14 43 (1.09%) Ruby
15 37 (0.94%) Bicep
16 35 (0.89%) Kotlin
17 32 (0.81%) Groovy
Qualifications
1 1,066 (26.99%) Security Cleared
2 887 (22.46%) SC Cleared
3 318 (8.05%) Degree
4 301 (7.62%) AWS Certification
5 169 (4.28%) Computer Science Degree
6 152 (3.85%) DV Cleared
7 127 (3.22%) AWS Certified Solutions Architect
8 113 (2.86%) Azure Certification
9 75 (1.90%) Cisco Certification
10 68 (1.72%) CISSP
11 62 (1.57%) Master's Degree
12 50 (1.27%) CCNP
13 49 (1.24%) Microsoft Certification
14 37 (0.94%) AWS Certified Developer
15 31 (0.78%) CISM
16 26 (0.66%) PMI Certification
17 25 (0.63%) BPSS Clearance
17 25 (0.63%) PMP
18 22 (0.56%) CEH
19 21 (0.53%) CCIE
Quality Assurance & Compliance
1 159 (4.03%) QA
2 129 (3.27%) Data Quality
3 123 (3.11%) GDPR
4 96 (2.43%) NIST
5 74 (1.87%) ISO/IEC 27001
6 60 (1.52%) Accessibility
7 52 (1.32%) PCI DSS
8 46 (1.16%) HIPAA
9 37 (0.94%) NCSC
10 27 (0.68%) Sarbanes-Oxley
11 20 (0.51%) SLA
12 15 (0.38%) SOC 2
13 12 (0.30%) Disclosure Scotland
14 11 (0.28%) GRC
14 11 (0.28%) WCAG
15 9 (0.23%) Government Security Classifications
16 8 (0.20%) California Consumer Privacy Act
17 7 (0.18%) Basel III
18 6 (0.15%) MiFID
18 6 (0.15%) NIST 800
System Software
1 756 (19.14%) Docker
2 131 (3.32%) Active Directory
3 107 (2.71%) VMware Infrastructure
4 50 (1.27%) 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 12 (0.30%) Microsoft App-V
10 11 (0.28%) Apache ZooKeeper
10 11 (0.28%) Firmware
11 10 (0.25%) 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%) HDFS
15 4 (0.10%) Lustre
15 4 (0.10%) NFS
15 4 (0.10%) Platform Symphony
Systems Management
1 963 (24.38%) Kubernetes
2 935 (23.67%) Terraform
3 361 (9.14%) Ansible
4 154 (3.90%) Grafana
5 133 (3.37%) Prometheus
6 109 (2.76%) Puppet
7 76 (1.92%) Progress Chef
8 49 (1.24%) Packer
9 46 (1.16%) Kibana
10 41 (1.04%) Single Sign-On
11 37 (0.94%) Istio
12 33 (0.84%) FortiGate
13 32 (0.81%) Microsoft Intune
14 26 (0.66%) Argo
14 26 (0.66%) Consul
14 26 (0.66%) SCCM
15 23 (0.58%) Nagios
16 22 (0.56%) ZABBIX
17 18 (0.46%) Podman
17 18 (0.46%) Rancher
Vendors
1 326 (8.25%) Microsoft
2 249 (6.30%) Oracle
3 246 (6.23%) Google
4 150 (3.80%) VMware
5 134 (3.39%) Databricks
6 123 (3.11%) Cisco
7 118 (2.99%) Splunk
8 90 (2.28%) Red Hat
9 63 (1.59%) IBM
10 62 (1.57%) Palo Alto
10 62 (1.57%) ServiceNow
11 61 (1.54%) SAP
12 58 (1.47%) Fortinet
13 51 (1.29%) F5
14 44 (1.11%) Atlassian
14 44 (1.11%) CheckPoint
15 43 (1.09%) MuleSoft
16 41 (1.04%) Okta
17 36 (0.91%) Salesforce
18 34 (0.86%) Citrix