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 30 April 2025, comparing them to the same period in the previous two years.

6 months to
30 Apr 2025
Same period 2024 Same period 2023
Rank 9 12 10
Rank change year-on-year +3 -2 -4
Contract jobs citing AWS 3,944 4,339 7,513
As % of all contract jobs advertised in the UK 13.49% 9.95% 12.59%
As % of the Cloud Services category 35.86% 30.79% 34.11%
Number of daily rates quoted 2,879 3,287 5,634
10th Percentile £400 £381 £425
25th Percentile £454 £456 £500
Median daily rate (50th Percentile) £550 £550 £575
Median % change year-on-year - -4.35% -0.86%
75th Percentile £650 £675 £682
90th Percentile £775 £775 £775
UK excluding London median daily rate £500 £525 £550
% change year-on-year -4.76% -4.55% +2.56%
Number of hourly rates quoted 16 26 61
10th Percentile £39.00 £22.19 £24.62
25th Percentile £54.38 £28.38 £49.68
Median hourly rate £75.60 £53.75 £73.00
Median % change year-on-year +40.65% -26.37% +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 10,997 14,094 22,029
As % of all contract IT jobs advertised in the UK 37.61% 32.33% 36.91%
Number of daily rates quoted 7,640 10,005 15,924
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 £634 £650
90th Percentile £734 £738 £743
UK excluding London median daily rate £475 £490 £500
% change year-on-year -3.06% -2.00% -
Number of hourly rates quoted 250 348 350
10th Percentile £15.28 £14.00 £15.25
25th Percentile £18.51 £16.05 £18.50
Median hourly rate £27.43 £21.00 £35.00
Median % change year-on-year +30.60% -40.00% +62.79%
75th Percentile £48.56 £35.00 £66.00
90th Percentile £73.75 £62.00 £78.00
UK excluding London median hourly rate £21.53 £17.72 £24.62
% change year-on-year +21.47% -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 30 April 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 30 April 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 30 April 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 3,189 £550 - 4,236
London -1 2,033 £575 - 2,506
Work from Home +1 1,552 £550 -1.35% 2,556
UK excluding London +6 1,196 £500 -4.76% 1,927
North of England +5 367 £475 -6.86% 708
South East +10 235 £550 -4.76% 350
North West +2 224 £475 -5.00% 499
Scotland -6 210 £494 +2.28% 140
South West +12 170 £575 +6.98% 250
Midlands +9 129 £500 - 258
Yorkshire +4 106 £500 -5.88% 149
West Midlands +17 80 £520 -3.26% 148
East of England +29 65 £550 +4.76% 131
East Midlands +3 48 £490 +3.16% 105
North East +12 46 £508 -11.74% 64
Wales +17 33 £461 -17.40% 53
Northern Ireland -6 6 £475 -29.63% 50

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
1 190 (4.82%) Apache Airflow
2 168 (4.26%) Apache
3 156 (3.96%) Confluence
4 141 (3.58%) Apache Spark
5 48 (1.22%) nginx
6 29 (0.74%) 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 13 (0.33%) Camunda
13 13 (0.33%) Jupyter
14 12 (0.30%) Traefik
15 11 (0.28%) WebLogic
16 10 (0.25%) Anypoint
16 10 (0.25%) Mule
16 10 (0.25%) WordPress
17 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 ERP
7 3 (0.076%) SAP FSCM
7 3 (0.076%) Unica
8 2 (0.051%) assyst
8 2 (0.051%) Exstream
8 2 (0.051%) Oracle BPM
8 2 (0.051%) Remedy ITSM
8 2 (0.051%) SAP IBP
8 2 (0.051%) SAP MM
9 1 (0.025%) Avolution ABACUS
9 1 (0.025%) Distributed Ledger
Cloud Services
1 1,397 (35.42%) Azure
2 790 (20.03%) GCP
3 565 (14.33%) Serverless
4 458 (11.61%) AWS Lambda
5 457 (11.59%) Amazon S3
6 313 (7.94%) AWS CloudFormation
7 308 (7.81%) GitHub
8 262 (6.64%) Amazon EC2
9 219 (5.55%) Amazon EKS
10 216 (5.48%) Snowflake
11 195 (4.94%) dbt
12 176 (4.46%) Amazon ECS
13 169 (4.28%) Amazon CloudWatch
14 158 (4.01%) SaaS
15 141 (3.58%) GitHub Actions
16 139 (3.52%) PaaS
17 131 (3.32%) OpenShift
18 122 (3.09%) Amazon SQS
19 121 (3.07%) IaaS
20 118 (2.99%) Power Platform
Communications & Networking
1 232 (5.88%) Firewall
2 187 (4.74%) DNS
3 137 (3.47%) VPN
4 127 (3.22%) TCP/IP
5 100 (2.54%) DHCP
5 100 (2.54%) Network Security
6 91 (2.31%) HTTP
7 87 (2.21%) WAN
8 77 (1.95%) BGP
9 61 (1.55%) OSPF
10 56 (1.42%) SD-WAN
11 52 (1.32%) SSL
12 46 (1.17%) MPLS
13 40 (1.01%) LAN
14 34 (0.86%) VLAN
15 30 (0.76%) Wireless
16 29 (0.74%) HTTPS
17 21 (0.53%) Cisco ISE
18 20 (0.51%) IPsec
19 18 (0.46%) Internet
Database & Business Intelligence
1 402 (10.19%) PostgreSQL
2 253 (6.41%) Amazon RDS
3 219 (5.55%) Data Warehouse
4 196 (4.97%) Amazon Athena
5 185 (4.69%) NoSQL
6 180 (4.56%) MongoDB
7 159 (4.03%) Data Lake
8 142 (3.60%) Amazon Redshift
9 140 (3.55%) Relational Database
10 134 (3.40%) MySQL
11 133 (3.37%) DynamoDB
12 129 (3.27%) Big Data
13 125 (3.17%) SQL Server
14 123 (3.12%) Apache Iceberg
15 110 (2.79%) Dremio
16 99 (2.51%) Apache Arrow
16 99 (2.51%) Power BI
17 86 (2.18%) Tableau
18 84 (2.13%) Hadoop
19 76 (1.93%) Oracle Database
Development Applications
1 421 (10.67%) Jenkins
2 320 (8.11%) GitLab
3 316 (8.01%) Git
4 270 (6.85%) JIRA
5 77 (1.95%) Bitbucket
6 69 (1.75%) SonarQube
7 66 (1.67%) Artifactory
8 65 (1.65%) Maven
8 65 (1.65%) Selenium
9 56 (1.42%) JUnit
10 53 (1.34%) Cypress.io
11 43 (1.09%) REST Assured
12 42 (1.06%) Cucumber
12 42 (1.06%) Postman
13 29 (0.74%) JMeter
14 25 (0.63%) Gradle
14 25 (0.63%) Sonatype Nexus
15 21 (0.53%) Atlassian Bamboo
15 21 (0.53%) Bitbucket Server
15 21 (0.53%) CircleCI
General
1 806 (20.44%) Social Skills
2 746 (18.91%) Finance
3 463 (11.74%) Public Sector
4 399 (10.12%) Analytical Skills
5 335 (8.49%) Banking
6 197 (4.99%) Front Office
7 112 (2.84%) Investment Banking
8 62 (1.57%) Telecoms
9 58 (1.47%) Marketing
10 54 (1.37%) Pharmaceutical
11 52 (1.32%) 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 24 (0.61%) Financial Institution
19 18 (0.46%) Electronics
Job Titles
1 934 (23.68%) Developer
2 660 (16.73%) Architect
3 565 (14.33%) Senior
4 459 (11.64%) AWS Engineer
5 413 (10.47%) DevOps Engineer
6 327 (8.29%) Data Engineer
7 271 (6.87%) Lead
8 270 (6.85%) Software Engineer
9 188 (4.77%) Solutions Architect
10 187 (4.74%) Python Engineer
11 183 (4.64%) Java Developer
12 181 (4.59%) AWS DevOps
13 168 (4.26%) AWS DevOps Engineer
14 158 (4.01%) Python Developer
15 152 (3.85%) AWS Developer
15 152 (3.85%) Full-Stack Developer
16 146 (3.70%) AWS Architect
17 138 (3.50%) Senior Developer
18 118 (2.99%) Analyst
19 111 (2.81%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 432 (10.95%) React
2 375 (9.51%) Kafka
3 301 (7.63%) Node.js
4 228 (5.78%) Spring
5 217 (5.50%) Spring Boot
6 186 (4.72%) .NET
6 186 (4.72%) REST
7 181 (4.59%) RESTful
8 144 (3.65%) Pandas
9 135 (3.42%) AngularJS
10 134 (3.40%) HTML
11 130 (3.30%) PySpark
12 129 (3.27%) NumPy
13 126 (3.19%) CSS
14 99 (2.51%) AWS CDK
15 88 (2.23%) SciPy
16 87 (2.21%) Redux
17 78 (1.98%) Elastic Stack
17 78 (1.98%) GraphQL
18 77 (1.95%) gRPC
Miscellaneous
1 196 (4.97%) Cloud Native
2 132 (3.35%) Fixed Income
3 129 (3.27%) Public Cloud
4 93 (2.36%) Hedge funds
5 85 (2.16%) Distributed Systems
6 83 (2.10%) Foreign Exchange (FX)
7 80 (2.03%) PKI
8 79 (2.00%) Onboarding
9 78 (1.98%) Equities
10 77 (1.95%) Derivative
10 77 (1.95%) Hybrid Cloud
11 75 (1.90%) Data Centre
12 73 (1.85%) Product Ownership
13 70 (1.77%) Management Information System
14 68 (1.72%) Algorithms
15 67 (1.70%) Greenfield Project
16 64 (1.62%) Legacy Systems
17 61 (1.55%) Enterprise Software
18 48 (1.22%) Data Protection Act
18 48 (1.22%) Mobile App
Operating Systems
1 465 (11.79%) Linux
2 264 (6.69%) Windows
3 126 (3.19%) Windows Server
4 121 (3.07%) Red Hat Enterprise Linux
5 115 (2.92%) Unix
6 46 (1.17%) CentOS
7 27 (0.68%) Android
8 19 (0.48%) Ubuntu
9 15 (0.38%) AIX
10 14 (0.35%) 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 10
15 5 (0.13%) Windows Server 2003
16 4 (0.10%) Oracle Linux
16 4 (0.10%) Windows Server 2012
Processes & Methodologies
1 1,150 (29.16%) CI/CD
2 1,116 (28.30%) DevOps
3 995 (25.23%) Agile
4 673 (17.06%) Problem-Solving
5 575 (14.58%) Software Engineering
6 529 (13.41%) Infrastructure as Code
7 519 (13.16%) Microservices
8 483 (12.25%) Containerisation
9 414 (10.50%) Migration
10 354 (8.98%) Analytics
11 311 (7.89%) Test Automation
12 296 (7.51%) Full-Stack Development
13 277 (7.02%) ETL
14 259 (6.57%) Stakeholder Management
15 250 (6.34%) Data Pipeline
16 248 (6.29%) Computer Science
17 242 (6.14%) Continuous Integration
18 230 (5.83%) Artificial Intelligence
19 226 (5.73%) Data Engineering
20 223 (5.65%) Data Modelling
Programming Languages
1 1,572 (39.86%) Python
2 800 (20.28%) Java
3 739 (18.74%) SQL
4 556 (14.10%) JavaScript
5 377 (9.56%) TypeScript
6 221 (5.60%) Bash
7 206 (5.22%) PowerShell
8 189 (4.79%) Go
9 165 (4.18%) C#
10 60 (1.52%) Shell Script
11 58 (1.47%) PL/SQL
12 56 (1.42%) C++
13 48 (1.22%) Perl
13 48 (1.22%) Scala
14 43 (1.09%) PHP
14 43 (1.09%) Ruby
15 42 (1.06%) R
16 38 (0.96%) Kotlin
17 37 (0.94%) Bicep
18 32 (0.81%) Groovy
Qualifications
1 1,066 (27.03%) Security Cleared
2 886 (22.46%) SC Cleared
3 316 (8.01%) Degree
4 302 (7.66%) AWS Certification
5 169 (4.28%) Computer Science Degree
6 154 (3.90%) DV Cleared
7 128 (3.25%) AWS Certified Solutions Architect
8 113 (2.87%) Azure Certification
9 75 (1.90%) Cisco Certification
10 67 (1.70%) 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 30 (0.76%) CISM
16 26 (0.66%) PMI Certification
17 25 (0.63%) PMP
18 24 (0.61%) BPSS Clearance
19 22 (0.56%) CEH
20 21 (0.53%) CCIE
Quality Assurance & Compliance
1 158 (4.01%) QA
2 129 (3.27%) Data Quality
3 120 (3.04%) GDPR
4 96 (2.43%) NIST
5 74 (1.88%) ISO/IEC 27001
6 60 (1.52%) Accessibility
7 52 (1.32%) PCI DSS
8 46 (1.17%) 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 7 (0.18%) Basel III
17 6 (0.15%) MiFID
17 6 (0.15%) NIST 800
18 5 (0.13%) California Consumer Privacy Act
System Software
1 758 (19.22%) Docker
2 131 (3.32%) Active Directory
3 108 (2.74%) 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%) Firmware
11 10 (0.25%) vSphere
12 9 (0.23%) Apache ZooKeeper
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
1 965 (24.47%) Kubernetes
2 936 (23.73%) Terraform
3 361 (9.15%) Ansible
4 155 (3.93%) Grafana
5 134 (3.40%) Prometheus
6 109 (2.76%) Puppet
7 76 (1.93%) Progress Chef
8 49 (1.24%) Packer
9 46 (1.17%) Kibana
10 41 (1.04%) Single Sign-On
11 38 (0.96%) Istio
12 33 (0.84%) FortiGate
13 32 (0.81%) Microsoft Intune
14 27 (0.68%) Argo
14 27 (0.68%) SCCM
15 26 (0.66%) Consul
16 23 (0.58%) Nagios
17 22 (0.56%) ZABBIX
18 18 (0.46%) Podman
18 18 (0.46%) Rancher
Vendors
1 331 (8.39%) Microsoft
2 251 (6.36%) Oracle
3 247 (6.26%) Google
4 151 (3.83%) VMware
5 133 (3.37%) Databricks
6 121 (3.07%) Cisco
7 118 (2.99%) Splunk
8 90 (2.28%) Red Hat
9 64 (1.62%) SAP
10 63 (1.60%) IBM
11 62 (1.57%) Palo Alto
12 61 (1.55%) ServiceNow
13 56 (1.42%) Fortinet
14 49 (1.24%) F5
15 45 (1.14%) Atlassian
16 44 (1.12%) CheckPoint
17 43 (1.09%) MuleSoft
18 41 (1.04%) Okta
19 37 (0.94%) Salesforce
20 34 (0.86%) Citrix