Amazon Web Services (AWS)
UK

The following table provides summary statistics for contract job vacancies with a requirement for AWS skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited AWS over the 6 months to 29 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
29 May 2024
Same period 2023 Same period 2022
Rank 12 10 6
Rank change year-on-year -2 -4 0
Contract jobs citing AWS 4,340 6,893 12,598
As % of all contract jobs advertised in the UK 10.11% 12.28% 14.38%
As % of the Cloud Services category 31.15% 33.72% 37.44%
Number of daily rates quoted 3,282 5,160 9,566
10th Percentile £375 £425 £425
25th Percentile £456 £500 £500
Median daily rate (50th Percentile) £550 £576 £575
Median % change year-on-year -4.56% +0.22% +9.52%
75th Percentile £675 £688 £675
90th Percentile £788 £775 £750
UK excluding London median daily rate £507 £550 £530
% change year-on-year -7.82% +3.77% +6.53%
Number of hourly rates quoted 26 66 48
10th Percentile £22.19 £35.00 £44.03
25th Percentile £31.44 £48.04 £51.25
Median hourly rate £55.00 £75.00 £65.54
Median % change year-on-year -26.67% +14.43% +31.08%
75th Percentile £72.50 £78.00 £77.50
90th Percentile £73.50 £88.30 £81.00
UK excluding London median hourly rate £55.00 £71.25 £70.00
% change year-on-year -22.81% +1.79% +12.00%

All Cloud Skills
UK

AWS is in the Cloud Services category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies with a requirement for cloud computing skills.

Contract vacancies with a requirement for cloud computing skills 13,931 20,440 33,652
As % of all contract IT jobs advertised in the UK 32.46% 36.40% 38.42%
Number of daily rates quoted 9,905 14,783 24,556
10th Percentile £300 £325 £350
25th Percentile £413 £450 £450
Median daily rate (50th Percentile) £525 £550 £550
Median % change year-on-year -4.55% - +10.00%
75th Percentile £634 £650 £650
90th Percentile £738 £745 £738
UK excluding London median daily rate £488 £500 £500
% change year-on-year -2.50% - +10.86%
Number of hourly rates quoted 346 334 399
10th Percentile £14.00 £15.25 £13.88
25th Percentile £16.06 £18.61 £15.44
Median hourly rate £21.37 £37.25 £22.40
Median % change year-on-year -42.63% +66.29% +0.67%
75th Percentile £40.63 £68.75 £53.88
90th Percentile £69.13 £78.83 £67.88
UK excluding London median hourly rate £17.72 £27.35 £20.00
% change year-on-year -35.21% +36.75% -

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 29 May 2024.

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 29 May 2024.

Hourly rate histogram for AWS in the UK

AWS
Top 18 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 29 May 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
England -3 3,627 £561 -6.46% 2,504
London +1 2,353 £575 -7.26% 1,224
Work from Home 0 1,749 £568 -1.30% 1,536
UK excluding London -9 1,342 £507 -7.82% 1,457
North of England -2 437 £500 -9.09% 447
South East -4 296 £575 - 255
North West -4 267 £475 -13.64% 284
Scotland -3 240 £475 -4.04% 124
South West -12 195 £538 -6.52% 198
Yorkshire -4 148 £535 -2.73% 122
Midlands -9 128 £450 -16.67% 224
East Midlands +5 65 £445 -19.09% 82
West Midlands -26 65 £450 -18.18% 142
East of England -53 40 £550 -6.14% 109
North East -9 24 £575 -8.00% 41
Wales +2 16 £558 -2.19% 50
Northern Ireland 0 5 £675 +12.50% 74
Isle of Man - 3 - - 1

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
1 322 (7.42%) Apache
2 310 (7.14%) Apache Airflow
3 126 (2.90%) Confluence
4 104 (2.40%) Apache Spark
5 61 (1.41%) nginx
6 47 (1.08%) SharePoint
7 30 (0.69%) CMS
8 19 (0.44%) OpenStack
9 18 (0.41%) JBoss
10 17 (0.39%) Microsoft Exchange
11 16 (0.37%) Tomcat
12 15 (0.35%) WordPress
13 14 (0.32%) Drupal
14 11 (0.25%) Cloud Foundry
14 11 (0.25%) SAS
15 10 (0.23%) IIS
16 9 (0.21%) Anypoint
17 8 (0.18%) BizTalk Server
17 8 (0.18%) Site Server
17 8 (0.18%) WebSphere
Applications
1 33 (0.76%) MS Visio
2 17 (0.39%) Microsoft Excel
3 15 (0.35%) Chatbot
4 8 (0.18%) Trello
5 6 (0.14%) Microsoft Office
6 5 (0.12%) CPLEX
7 4 (0.092%) Spreadsheet
8 3 (0.069%) Microsoft PowerPoint
9 2 (0.046%) Sketch
10 1 (0.023%) InVision
Business Applications
1 19 (0.44%) Aladdin
2 16 (0.37%) Temenos T24
3 14 (0.32%) Sparx Enterprise Architect
4 13 (0.30%) Oracle EBS
5 10 (0.23%) Endur
5 10 (0.23%) Payment Gateway
6 8 (0.18%) Shopify
7 7 (0.16%) Magento
7 7 (0.16%) NEC Housing
7 7 (0.16%) Salesforce CRM
7 7 (0.16%) SimCorp Dimension
8 5 (0.12%) OpenLink RightAngle
9 3 (0.069%) Dynamics CRM
9 3 (0.069%) Oracle Procure-to-Pay
10 2 (0.046%) Dynamics AX
10 2 (0.046%) PeopleSoft HCM
10 2 (0.046%) SAP GRC
11 1 (0.023%) Dynamics NAV
11 1 (0.023%) NetSuite
11 1 (0.023%) SAP ERP
Cloud Services
1 1,530 (35.25%) Azure
2 857 (19.75%) GCP
3 515 (11.87%) Serverless
4 428 (9.86%) Amazon S3
5 427 (9.84%) AWS Lambda
6 281 (6.47%) Amazon EC2
7 274 (6.31%) Snowflake
8 267 (6.15%) GitHub
9 221 (5.09%) AWS CloudFormation
10 192 (4.42%) dbt
11 175 (4.03%) Amazon EKS
12 168 (3.87%) Amazon CloudWatch
13 167 (3.85%) SaaS
14 130 (3.00%) Virtual Private Cloud
15 125 (2.88%) OpenShift
16 116 (2.67%) Power Platform
17 105 (2.42%) Cloud Computing
18 104 (2.40%) Azure DevOps
19 103 (2.37%) Microsoft 365
20 97 (2.24%) PaaS
Communications & Networking
1 206 (4.75%) Firewall
2 128 (2.95%) DNS
3 108 (2.49%) VPN
4 103 (2.37%) Network Security
5 72 (1.66%) HTTP
6 70 (1.61%) TCP/IP
6 70 (1.61%) WAN
7 68 (1.57%) LAN
8 64 (1.47%) SSL
9 54 (1.24%) DHCP
10 50 (1.15%) Wireless
11 44 (1.01%) OSPF
12 38 (0.88%) BGP
13 33 (0.76%) MPLS
14 31 (0.71%) SD-WAN
15 29 (0.67%) VLAN
16 27 (0.62%) Cisco Nexus
17 26 (0.60%) SAN
18 23 (0.53%) Wi-Fi
19 21 (0.48%) VoIP
Database & Business Intelligence
1 358 (8.25%) PostgreSQL
2 231 (5.32%) Amazon RDS
3 230 (5.30%) Amazon Athena
4 217 (5.00%) Data Lake
5 194 (4.47%) Apache Ignite
6 179 (4.12%) NoSQL
7 171 (3.94%) Data Warehouse
8 170 (3.92%) SQL Server
9 157 (3.62%) Big Data
10 154 (3.55%) Amazon Redshift
10 154 (3.55%) Relational Database
11 147 (3.39%) Dremio
12 145 (3.34%) Apache Arrow
13 136 (3.13%) MySQL
14 120 (2.76%) DynamoDB
15 110 (2.53%) MongoDB
16 104 (2.40%) Power BI
17 93 (2.14%) Apache Cassandra
18 74 (1.71%) Amazon Aurora
18 74 (1.71%) Tableau
Development Applications
1 408 (9.40%) Jenkins
2 388 (8.94%) Git
3 246 (5.67%) JIRA
4 229 (5.28%) GitLab
5 116 (2.67%) Cypress.io
6 76 (1.75%) Selenium
7 63 (1.45%) SonarQube
8 57 (1.31%) Cucumber
9 45 (1.04%) Maven
10 41 (0.94%) Bitbucket
11 37 (0.85%) JMeter
12 36 (0.83%) JUnit
13 35 (0.81%) TeamCity
14 34 (0.78%) CircleCI
15 26 (0.60%) Sonatype Nexus
16 25 (0.58%) Artifactory
16 25 (0.58%) Atlassian Bamboo
17 23 (0.53%) webpack
18 19 (0.44%) Postman
18 19 (0.44%) REST Assured
General
1 877 (20.21%) Finance
2 709 (16.34%) Social Skills
3 432 (9.95%) Banking
4 354 (8.16%) Public Sector
5 329 (7.58%) Front Office
6 274 (6.31%) Analytical Skills
7 156 (3.59%) Investment Banking
8 91 (2.10%) Retail
9 83 (1.91%) Inclusion and Diversity
10 66 (1.52%) Telecoms
11 52 (1.20%) Marketing
12 44 (1.01%) Presentation Skills
13 41 (0.94%) Manufacturing
14 37 (0.85%) Documentation Skills
15 34 (0.78%) Legal
16 29 (0.67%) Law
17 28 (0.65%) Pharmaceutical
18 22 (0.51%) Influencing Skills
19 20 (0.46%) Publishing
20 18 (0.41%) Back Office
Job Titles
1 1,157 (26.66%) Developer
2 703 (16.20%) Architect
3 484 (11.15%) Senior
4 438 (10.09%) DevOps Engineer
5 432 (9.95%) AWS Engineer
6 391 (9.01%) Software Engineer
7 299 (6.89%) Lead
8 272 (6.27%) Data Engineer
9 264 (6.08%) Solutions Architect
10 228 (5.25%) Python Developer
11 225 (5.18%) Java Developer
12 214 (4.93%) Full Stack Developer
13 175 (4.03%) Python Engineer
14 163 (3.76%) AWS Architect
15 162 (3.73%) AWS DevOps
16 153 (3.53%) Developer/Software Engineer
17 152 (3.50%) Analyst
17 152 (3.50%) React Developer
18 145 (3.34%) AWS DevOps Engineer
19 140 (3.23%) Python Software Engineer
Libraries, Frameworks & Software Standards
1 514 (11.84%) React
2 354 (8.16%) Kafka
3 303 (6.98%) Node.js
4 252 (5.81%) Spring
5 247 (5.69%) REST
6 236 (5.44%) gRPC
7 235 (5.41%) .NET
8 232 (5.35%) Spring Boot
9 221 (5.09%) Protocol Buffers
10 216 (4.98%) RESTful
11 183 (4.22%) AngularJS
12 174 (4.01%) HTML
13 165 (3.80%) Pandas
14 161 (3.71%) CSS
15 151 (3.48%) Redux
16 150 (3.46%) NumPy
17 131 (3.02%) SciPy
18 123 (2.83%) Web Services
19 120 (2.76%) GraphQL
20 111 (2.56%) AWS CDK
Miscellaneous
1 294 (6.77%) Fixed Income
2 292 (6.73%) Hedge funds
3 220 (5.07%) Equities
4 204 (4.70%) Derivative
5 180 (4.15%) Foreign Exchange (FX)
6 138 (3.18%) Public Cloud
7 130 (3.00%) Cloud Native
8 96 (2.21%) Greenfield Project
9 95 (2.19%) Product Ownership
10 86 (1.98%) Onboarding
10 86 (1.98%) PKI
11 81 (1.87%) Distributed Systems
12 78 (1.80%) Data Centre
13 72 (1.66%) Management Information System
14 66 (1.52%) Data Protection Act
15 60 (1.38%) Legacy Systems
16 56 (1.29%) Algorithms
17 52 (1.20%) Data Structures
18 50 (1.15%) Clustering
19 44 (1.01%) Self-Motivation
Operating Systems
1 485 (11.18%) Linux
2 270 (6.22%) Windows
3 149 (3.43%) Unix
4 101 (2.33%) Windows Server
5 81 (1.87%) Red Hat Enterprise Linux
6 41 (0.94%) Apple iOS
7 24 (0.55%) Android
7 24 (0.55%) Ubuntu
8 18 (0.41%) Mac OS
9 17 (0.39%) Windows 10
10 12 (0.28%) CentOS
11 9 (0.21%) Solaris
12 7 (0.16%) Kali Linux
12 7 (0.16%) Windows Server 2016
12 7 (0.16%) zOS
13 6 (0.14%) Debian
13 6 (0.14%) Oracle Linux
13 6 (0.14%) Windows Server 2019
14 5 (0.12%) VMS
15 4 (0.092%) Windows Server 2012
Processes & Methodologies
1 1,256 (28.94%) Agile
2 1,219 (28.09%) DevOps
3 907 (20.90%) CI/CD
4 715 (16.47%) Software Engineering
5 499 (11.50%) Microservices
6 467 (10.76%) Problem-Solving
7 420 (9.68%) Full Stack Development
8 417 (9.61%) Infrastructure as Code
9 376 (8.66%) Containerisation
10 348 (8.02%) Migration
11 325 (7.49%) Test Automation
12 324 (7.47%) Asset Management
13 314 (7.24%) Analytics
14 295 (6.80%) Machine Learning
15 266 (6.13%) Investment Management
16 260 (5.99%) TDD
17 257 (5.92%) ETL
18 242 (5.58%) Computer Science
19 239 (5.51%) Artificial Intelligence
20 228 (5.25%) Scrum
Programming Languages
1 1,445 (33.29%) Python
2 917 (21.13%) Java
3 790 (18.20%) SQL
4 648 (14.93%) JavaScript
5 569 (13.11%) TypeScript
6 243 (5.60%) Bash
7 228 (5.25%) Go
8 216 (4.98%) C#
9 203 (4.68%) PowerShell
10 143 (3.29%) Scala
11 100 (2.30%) PHP
12 87 (2.00%) C
13 82 (1.89%) Shell Script
14 76 (1.75%) Ruby
15 73 (1.68%) C++
16 46 (1.06%) Kotlin
16 46 (1.06%) Perl
17 41 (0.94%) PL/SQL
18 32 (0.74%) T-SQL
19 30 (0.69%) Groovy
Qualifications
1 952 (21.94%) Security Cleared
2 769 (17.72%) SC Cleared
3 322 (7.42%) Degree
4 182 (4.19%) DV Cleared
5 176 (4.06%) AWS Certification
6 174 (4.01%) Computer Science Degree
7 73 (1.68%) Azure Certification
8 70 (1.61%) Cisco Certification
9 57 (1.31%) CISSP
10 52 (1.20%) AWS Certified Solutions Architect
11 46 (1.06%) CCNP
11 46 (1.06%) Master's Degree
12 42 (0.97%) CISM
13 37 (0.85%) BPSS Clearance
14 34 (0.78%) Microsoft Certification
15 31 (0.71%) CCNA
16 25 (0.58%) AWS Certified DevOps Engineer
17 22 (0.51%) TOGAF Certification
18 21 (0.48%) CISA
19 18 (0.41%) AWS Certified Cloud Practitioner
Quality Assurance & Compliance
1 173 (3.99%) QA
2 127 (2.93%) Data Quality
3 77 (1.77%) Accessibility
4 67 (1.54%) ISO/IEC 27001
5 60 (1.38%) NIST
6 54 (1.24%) PCI DSS
7 50 (1.15%) NCSC
8 48 (1.11%) GDPR
9 34 (0.78%) SLA
10 18 (0.41%) HIPAA
11 17 (0.39%) Disclosure Scotland
12 10 (0.23%) Cyber Essentials
12 10 (0.23%) MiFID
12 10 (0.23%) SOC 2
13 9 (0.21%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
14 8 (0.18%) WCAG
15 7 (0.16%) GRC
16 6 (0.14%) Actionable Recommendations
16 6 (0.14%) Sarbanes-Oxley
17 5 (0.12%) NIST 800
System Software
1 723 (16.66%) Docker
2 211 (4.86%) Active Directory
3 118 (2.72%) VMware Infrastructure
4 49 (1.13%) Hyper-V
5 31 (0.71%) Virtual Machines
6 21 (0.48%) vSphere
7 16 (0.37%) VMware ESXi
8 14 (0.32%) VMware NSX
9 13 (0.30%) ACF2
9 13 (0.30%) IAG
9 13 (0.30%) RACF
10 9 (0.21%) Virtual Servers
11 7 (0.16%) Firmware
11 7 (0.16%) Virtual Desktop
12 5 (0.12%) HDFS
12 5 (0.12%) KVM
13 4 (0.092%) Microsoft App-V
13 4 (0.092%) NFS
13 4 (0.092%) OpenAM
13 4 (0.092%) Shibboleth
Systems Management
1 931 (21.45%) Kubernetes
2 835 (19.24%) Terraform
3 374 (8.62%) Ansible
4 171 (3.94%) Grafana
5 156 (3.59%) Prometheus
6 87 (2.00%) Puppet
7 78 (1.80%) Progress Chef
8 45 (1.04%) Docker Swarm
9 39 (0.90%) Packer
10 38 (0.88%) Kibana
11 37 (0.85%) Single Sign-On
12 36 (0.83%) SCCM
13 22 (0.51%) Nagios
14 19 (0.44%) Podman
15 16 (0.37%) Argo
15 16 (0.37%) Consul
15 16 (0.37%) Rancher
16 15 (0.35%) Istio
16 15 (0.35%) Microsoft Intune
16 15 (0.35%) Nessus
Vendors
1 362 (8.34%) Microsoft
2 293 (6.75%) Oracle
3 284 (6.54%) Google
4 164 (3.78%) VMware
5 144 (3.32%) Splunk
6 124 (2.86%) Cisco
7 91 (2.10%) ServiceNow
8 79 (1.82%) SAP
9 78 (1.80%) Databricks
10 69 (1.59%) CyberArk
11 67 (1.54%) Salesforce
12 63 (1.45%) F5
13 57 (1.31%) IBM
13 57 (1.31%) Red Hat
14 53 (1.22%) Palo Alto
15 38 (0.88%) BeyondTrust
16 35 (0.81%) Juniper
17 34 (0.78%) Dynatrace
17 34 (0.78%) Informatica
18 31 (0.71%) Talend