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 23 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
23 Apr 2024
Same period 2023 Same period 2022
Rank 12 10 6
Rank change year-on-year -2 -4 0
Contract jobs citing AWS 4,363 7,641 13,046
As % of all contract jobs advertised in the UK 9.99% 12.67% 14.61%
As % of the Cloud Services category 30.96% 34.31% 37.83%
Number of daily rates quoted 3,314 5,719 9,958
10th Percentile £380 £425 £425
25th Percentile £456 £500 £500
Median daily rate (50th Percentile) £550 £575 £575
Median % change year-on-year -4.35% - +9.52%
75th Percentile £675 £688 £675
90th Percentile £763 £775 £750
UK excluding London median daily rate £515 £550 £533
% change year-on-year -6.36% +3.29% +9.79%
Number of hourly rates quoted 27 63 30
10th Percentile £22.21 £24.62 £44.68
25th Percentile £29.00 £47.34 £48.17
Median hourly rate £55.00 £72.50 £55.00
Median % change year-on-year -24.14% +31.82% +37.50%
75th Percentile £71.87 £78.00 £65.54
90th Percentile £72.50 £85.00 £80.70
UK excluding London median hourly rate £49.34 £65.00 £52.14
% change year-on-year -24.09% +24.68% -10.11%

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 14,094 22,273 34,488
As % of all contract IT jobs advertised in the UK 32.29% 36.93% 38.64%
Number of daily rates quoted 10,003 16,076 25,045
10th Percentile £300 £325 £355
25th Percentile £413 £450 £450
Median daily rate (50th Percentile) £525 £550 £550
Median % change year-on-year -4.55% - +10.00%
75th Percentile £632 £650 £650
90th Percentile £738 £743 £738
UK excluding London median daily rate £490 £500 £495
% change year-on-year -2.00% +1.01% +10.00%
Number of hourly rates quoted 348 360 431
10th Percentile £14.00 £15.25 £13.41
25th Percentile £16.06 £18.25 £15.25
Median hourly rate £21.00 £33.75 £21.50
Median % change year-on-year -37.78% +56.98% -4.44%
75th Percentile £35.00 £65.75 £48.75
90th Percentile £61.60 £76.20 £66.00
UK excluding London median hourly rate £17.72 £24.00 £18.75
% change year-on-year -26.19% +28.00% -3.85%

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 23 April 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 23 April 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 23 April 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 -2 3,640 £550 -7.56% 2,468
London 0 2,289 £575 -6.12% 1,204
Work from Home -1 1,821 £550 -4.35% 1,489
UK excluding London -8 1,416 £515 -6.36% 1,460
North of England -2 453 £510 -7.27% 403
North West -1 305 £500 -9.09% 236
South East -1 290 £580 +1.86% 236
Scotland -3 255 £475 -3.55% 149
South West -11 201 £546 -5.00% 245
Midlands -5 137 £500 -7.41% 202
Yorkshire -9 131 £525 -4.55% 113
West Midlands -25 73 £538 -0.46% 124
East Midlands +14 64 £481 -21.31% 77
East of England -27 63 £525 -12.50% 130
Wales -1 21 £540 -6.09% 47
North East -10 19 £575 -4.17% 56
Northern Ireland +2 4 £675 +12.50% 68
Isle of Man - 3 - - 2

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
1 252 (5.78%) Apache
2 224 (5.13%) Apache Airflow
3 133 (3.05%) Confluence
4 92 (2.11%) Apache Spark
5 59 (1.35%) nginx
6 50 (1.15%) SharePoint
7 28 (0.64%) OpenStack
8 27 (0.62%) CMS
9 20 (0.46%) JBoss
9 20 (0.46%) Tomcat
10 17 (0.39%) SAS
11 15 (0.34%) WordPress
12 13 (0.30%) Drupal
12 13 (0.30%) Microsoft Exchange
13 11 (0.25%) Cloud Foundry
13 11 (0.25%) IIS
13 11 (0.25%) Site Server
14 10 (0.23%) BizTalk Server
14 10 (0.23%) WebSphere
15 8 (0.18%) Anypoint
Applications
1 34 (0.78%) MS Visio
2 15 (0.34%) Chatbot
3 13 (0.30%) Microsoft Excel
4 7 (0.16%) Microsoft Office
4 7 (0.16%) Trello
5 4 (0.092%) Spreadsheet
6 3 (0.069%) Microsoft PowerPoint
7 2 (0.046%) Sketch
7 2 (0.046%) Weka
8 1 (0.023%) CPLEX
8 1 (0.023%) InVision
8 1 (0.023%) Microsoft Project
Business Applications
1 16 (0.37%) Aladdin
2 15 (0.34%) Sparx Enterprise Architect
3 14 (0.32%) Temenos T24
4 10 (0.23%) Oracle EBS
5 8 (0.18%) Shopify
6 7 (0.16%) Magento
6 7 (0.16%) NEC Housing
7 6 (0.14%) Payment Gateway
8 5 (0.11%) Endur
8 5 (0.11%) SAP S/4HANA
8 5 (0.11%) SimCorp Dimension
9 4 (0.092%) Avolution ABACUS
9 4 (0.092%) Dynamics CRM
9 4 (0.092%) SAP ERP
10 3 (0.069%) PeopleSoft HCM
10 3 (0.069%) Salesforce CRM
10 3 (0.069%) Workday HCM
11 2 (0.046%) Dynamics AX
11 2 (0.046%) Oracle BPM
11 2 (0.046%) SAP Hybris
Cloud Services
1 1,496 (34.29%) Azure
2 793 (18.18%) GCP
3 547 (12.54%) Serverless
4 466 (10.68%) AWS Lambda
5 437 (10.02%) Amazon S3
6 294 (6.74%) Amazon EC2
7 248 (5.68%) GitHub
8 227 (5.20%) AWS CloudFormation
9 207 (4.74%) Snowflake
10 184 (4.22%) Amazon EKS
11 173 (3.97%) Amazon CloudWatch
12 159 (3.64%) SaaS
13 134 (3.07%) Virtual Private Cloud
14 131 (3.00%) dbt
15 122 (2.80%) Azure DevOps
16 120 (2.75%) OpenShift
17 110 (2.52%) Power Platform
18 107 (2.45%) Microsoft 365
18 107 (2.45%) PaaS
19 102 (2.34%) Amazon ECS
Communications & Networking
1 208 (4.77%) Firewall
2 150 (3.44%) DNS
3 114 (2.61%) VPN
4 106 (2.43%) Network Security
5 79 (1.81%) LAN
6 71 (1.63%) WAN
7 68 (1.56%) DHCP
7 68 (1.56%) TCP/IP
8 64 (1.47%) SSL
9 55 (1.26%) HTTP
10 44 (1.01%) Wireless
11 43 (0.99%) OSPF
12 42 (0.96%) BGP
13 31 (0.71%) SAN
14 29 (0.66%) VLAN
15 25 (0.57%) MPLS
15 25 (0.57%) SD-WAN
16 23 (0.53%) Internet
17 22 (0.50%) Cisco Nexus
17 22 (0.50%) Wi-Fi
Database & Business Intelligence
1 370 (8.48%) PostgreSQL
2 230 (5.27%) Amazon RDS
3 183 (4.19%) NoSQL
4 175 (4.01%) Data Warehouse
5 174 (3.99%) Amazon Athena
6 170 (3.90%) SQL Server
7 164 (3.76%) Data Lake
8 162 (3.71%) Relational Database
9 160 (3.67%) Amazon Redshift
10 149 (3.42%) Big Data
11 130 (2.98%) DynamoDB
12 129 (2.96%) MySQL
13 128 (2.93%) MongoDB
14 126 (2.89%) Apache Ignite
15 95 (2.18%) Power BI
16 93 (2.13%) Apache Arrow
16 93 (2.13%) Dremio
17 91 (2.09%) Amazon Aurora
18 89 (2.04%) Apache Cassandra
19 75 (1.72%) Tableau
Development Applications
1 425 (9.74%) Jenkins
2 374 (8.57%) Git
3 271 (6.21%) JIRA
4 226 (5.18%) GitLab
5 106 (2.43%) Cypress.io
6 71 (1.63%) Maven
7 70 (1.60%) Cucumber
7 70 (1.60%) Selenium
8 63 (1.44%) SonarQube
9 46 (1.05%) Bitbucket
10 37 (0.85%) JUnit
11 33 (0.76%) JMeter
11 33 (0.76%) Postman
12 31 (0.71%) TeamCity
13 25 (0.57%) CircleCI
14 24 (0.55%) webpack
15 23 (0.53%) Artifactory
16 21 (0.48%) Sonatype Nexus
17 20 (0.46%) Atlassian Bamboo
18 19 (0.44%) REST Assured
General
1 784 (17.97%) Finance
2 732 (16.78%) Social Skills
3 396 (9.08%) Public Sector
4 314 (7.20%) Banking
5 292 (6.69%) Analytical Skills
6 252 (5.78%) Front Office
7 114 (2.61%) Investment Banking
8 84 (1.93%) Retail
8 84 (1.93%) Telecoms
9 73 (1.67%) Inclusion and Diversity
10 59 (1.35%) Marketing
11 51 (1.17%) Manufacturing
12 50 (1.15%) Presentation Skills
13 37 (0.85%) Documentation Skills
14 35 (0.80%) Influencing Skills
15 34 (0.78%) Pharmaceutical
16 33 (0.76%) Law
17 32 (0.73%) Legal
18 26 (0.60%) Electronics
19 21 (0.48%) Back Office
Job Titles
1 1,193 (27.34%) Developer
2 672 (15.40%) Architect
3 499 (11.44%) Senior
4 426 (9.76%) AWS Engineer
5 413 (9.47%) DevOps Engineer
6 343 (7.86%) Software Engineer
7 316 (7.24%) Data Engineer
8 295 (6.76%) Lead
9 239 (5.48%) Full Stack Developer
10 234 (5.36%) Java Developer
11 233 (5.34%) Solutions Architect
12 189 (4.33%) Python Developer
13 161 (3.69%) AWS DevOps
14 156 (3.58%) AWS Architect
14 156 (3.58%) Cloud Engineer
15 146 (3.35%) AWS Developer
16 142 (3.25%) Python Engineer
17 141 (3.23%) Analyst
17 141 (3.23%) AWS DevOps Engineer
17 141 (3.23%) React Developer
Libraries, Frameworks & Software Standards
1 493 (11.30%) React
2 348 (7.98%) Node.js
3 309 (7.08%) Kafka
4 268 (6.14%) REST
5 244 (5.59%) Spring
6 243 (5.57%) RESTful
7 222 (5.09%) .NET
8 217 (4.97%) Spring Boot
9 183 (4.19%) AngularJS
10 170 (3.90%) HTML
11 161 (3.69%) CSS
12 154 (3.53%) gRPC
13 148 (3.39%) Protocol Buffers
14 126 (2.89%) Redux
14 126 (2.89%) Web Services
15 125 (2.87%) Pandas
16 117 (2.68%) AWS CDK
17 115 (2.64%) GraphQL
18 108 (2.48%) NumPy
19 91 (2.09%) SciPy
Miscellaneous
1 225 (5.16%) Fixed Income
2 199 (4.56%) Hedge funds
3 163 (3.74%) Derivative
4 156 (3.58%) Equities
5 153 (3.51%) Public Cloud
6 137 (3.14%) Cloud Native
7 135 (3.09%) Foreign Exchange (FX)
8 101 (2.31%) Greenfield Project
8 101 (2.31%) PKI
9 88 (2.02%) Product Ownership
10 86 (1.97%) Data Centre
11 77 (1.76%) Onboarding
12 71 (1.63%) Distributed Systems
13 68 (1.56%) Data Protection Act
14 62 (1.42%) Algorithms
15 59 (1.35%) Management Information System
16 50 (1.15%) Legacy Systems
17 48 (1.10%) Replication
18 44 (1.01%) Clustering
18 44 (1.01%) Data Structures
Operating Systems
1 480 (11.00%) Linux
2 305 (6.99%) Windows
3 134 (3.07%) Windows Server
4 130 (2.98%) Unix
5 77 (1.76%) Red Hat Enterprise Linux
6 34 (0.78%) Apple iOS
7 32 (0.73%) Ubuntu
8 22 (0.50%) Android
9 21 (0.48%) CentOS
10 16 (0.37%) Mac OS
11 15 (0.34%) Windows 10
12 13 (0.30%) Solaris
12 13 (0.30%) VMS
13 11 (0.25%) Oracle Linux
14 9 (0.21%) Windows Server 2012
15 7 (0.16%) Kali Linux
15 7 (0.16%) zOS
16 6 (0.14%) Debian
16 6 (0.14%) Windows Server 2016
16 6 (0.14%) Windows Server 2019
Processes & Methodologies
1 1,264 (28.97%) Agile
2 1,207 (27.66%) DevOps
3 952 (21.82%) CI/CD
4 638 (14.62%) Software Engineering
5 509 (11.67%) Microservices
6 477 (10.93%) Problem-Solving
7 453 (10.38%) Infrastructure as Code
8 432 (9.90%) Full Stack Development
9 366 (8.39%) Containerisation
10 342 (7.84%) Migration
11 339 (7.77%) Test Automation
12 303 (6.94%) Analytics
13 269 (6.17%) Asset Management
13 269 (6.17%) ETL
14 260 (5.96%) Scrum
15 256 (5.87%) TDD
16 241 (5.52%) Data Pipeline
16 241 (5.52%) Machine Learning
17 224 (5.13%) Data Modelling
18 210 (4.81%) Computer Science
Programming Languages
1 1,394 (31.95%) Python
2 879 (20.15%) Java
3 783 (17.95%) SQL
4 630 (14.44%) JavaScript
5 514 (11.78%) TypeScript
6 244 (5.59%) Bash
7 217 (4.97%) Go
8 210 (4.81%) C#
9 190 (4.35%) PowerShell
10 129 (2.96%) Scala
11 104 (2.38%) PHP
12 86 (1.97%) Ruby
13 75 (1.72%) Shell Script
14 57 (1.31%) C++
15 55 (1.26%) C
15 55 (1.26%) Perl
16 50 (1.15%) PL/SQL
17 41 (0.94%) Kotlin
18 37 (0.85%) R
19 31 (0.71%) T-SQL
Qualifications
1 1,018 (23.33%) Security Cleared
2 818 (18.75%) SC Cleared
3 300 (6.88%) Degree
4 186 (4.26%) DV Cleared
5 184 (4.22%) AWS Certification
6 145 (3.32%) Computer Science Degree
7 66 (1.51%) Cisco Certification
8 64 (1.47%) Azure Certification
9 56 (1.28%) AWS Certified Solutions Architect
10 50 (1.15%) BPSS Clearance
11 45 (1.03%) CISSP
12 44 (1.01%) CCNP
13 35 (0.80%) CISM
14 34 (0.78%) Master's Degree
15 32 (0.73%) Microsoft Certification
16 31 (0.71%) CCNA
17 29 (0.66%) AWS Certified DevOps Engineer
18 28 (0.64%) TOGAF Certification
19 23 (0.53%) AWS Certified Cloud Practitioner
20 12 (0.28%) CISA
Quality Assurance & Compliance
1 186 (4.26%) QA
2 115 (2.64%) Data Quality
3 84 (1.93%) Accessibility
4 69 (1.58%) ISO/IEC 27001
5 68 (1.56%) NIST
6 50 (1.15%) NCSC
7 43 (0.99%) PCI DSS
8 38 (0.87%) GDPR
9 36 (0.83%) SLA
10 17 (0.39%) Disclosure Scotland
11 12 (0.28%) MiFID
12 9 (0.21%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
12 9 (0.21%) Sarbanes-Oxley
13 8 (0.18%) Cyber Essentials
13 8 (0.18%) WCAG
14 7 (0.16%) GRC
14 7 (0.16%) HIPAA
14 7 (0.16%) NIST 800
15 4 (0.092%) Government Security Classifications
15 4 (0.092%) ISO 31000
System Software
1 674 (15.45%) Docker
2 212 (4.86%) Active Directory
3 122 (2.80%) VMware Infrastructure
4 51 (1.17%) Hyper-V
5 39 (0.89%) Virtual Machines
6 20 (0.46%) vSphere
7 18 (0.41%) VMware NSX
8 15 (0.34%) VMware ESXi
9 13 (0.30%) ACF2
9 13 (0.30%) IAG
9 13 (0.30%) RACF
10 10 (0.23%) NFS
11 8 (0.18%) HDFS
12 7 (0.16%) KVM
13 6 (0.14%) Firmware
13 6 (0.14%) Virtual Desktop
13 6 (0.14%) Virtual Servers
14 4 (0.092%) GPFS
14 4 (0.092%) OpenAM
14 4 (0.092%) Shibboleth
Systems Management
1 862 (19.76%) Kubernetes
2 853 (19.55%) Terraform
3 386 (8.85%) Ansible
4 167 (3.83%) Grafana
5 133 (3.05%) Prometheus
6 94 (2.15%) Puppet
7 80 (1.83%) Progress Chef
8 41 (0.94%) Docker Swarm
9 40 (0.92%) Kibana
10 34 (0.78%) Packer
11 33 (0.76%) SCCM
12 32 (0.73%) Single Sign-On
13 26 (0.60%) Nagios
14 16 (0.37%) Podman
15 15 (0.34%) Consul
15 15 (0.34%) Graylog
15 15 (0.34%) Istio
15 15 (0.34%) Microsoft Intune
16 14 (0.32%) Active Directory Federation Services
16 14 (0.32%) Argo
Vendors
1 344 (7.88%) Microsoft
2 288 (6.60%) Oracle
3 241 (5.52%) Google
4 184 (4.22%) VMware
5 139 (3.19%) Splunk
6 104 (2.38%) Cisco
7 101 (2.31%) ServiceNow
8 95 (2.18%) SAP
9 81 (1.86%) Databricks
10 66 (1.51%) IBM
10 66 (1.51%) Red Hat
11 63 (1.44%) CyberArk
12 57 (1.31%) Salesforce
13 55 (1.26%) Palo Alto
14 54 (1.24%) F5
15 50 (1.15%) Informatica
16 40 (0.92%) BeyondTrust
17 39 (0.89%) Talend
18 32 (0.73%) Atlassian
19 31 (0.71%) Dynatrace