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

6 months to
28 Apr 2024
Same period 2023 Same period 2022
Rank 12 10 6
Rank change year-on-year -2 -4 0
Contract jobs citing AWS 4,306 7,514 12,893
As % of all contract jobs advertised in the UK 9.94% 12.59% 14.52%
As % of the Cloud Services category 30.79% 34.11% 37.64%
Number of daily rates quoted 3,262 5,634 9,821
10th Percentile £381 £425 £425
25th Percentile £456 £500 £500
Median daily rate (50th Percentile) £550 £575 £580
Median % change year-on-year -4.35% -0.86% +10.48%
75th Percentile £675 £682 £675
90th Percentile £763 £775 £750
UK excluding London median daily rate £525 £550 £538
% change year-on-year -4.55% +2.33% +10.82%
Number of hourly rates quoted 26 61 30
10th Percentile £22.19 £24.62 £44.68
25th Percentile £28.38 £49.68 £48.17
Median hourly rate £53.75 £73.00 £55.00
Median % change year-on-year -26.37% +32.73% +32.53%
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 13,985 22,031 34,253
As % of all contract IT jobs advertised in the UK 32.29% 36.91% 38.58%
Number of daily rates quoted 9,926 15,923 24,891
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 £631 £650 £650
90th Percentile £738 £743 £738
UK excluding London median daily rate £490 £500 £500
% change year-on-year -2.00% - +11.11%
Number of hourly rates quoted 346 350 426
10th Percentile £14.00 £15.25 £13.41
25th Percentile £16.02 £18.50 £15.25
Median hourly rate £20.99 £35.00 £21.50
Median % change year-on-year -40.04% +62.79% -6.30%
75th Percentile £34.69 £66.00 £48.75
90th Percentile £61.60 £78.00 £66.00
UK excluding London median hourly rate £17.71 £24.62 £18.75
% change year-on-year -28.09% +31.31% -6.25%

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 28 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 28 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 28 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 -3 3,587 £550 -7.17% 2,398
London 0 2,256 £575 -5.66% 1,170
Work from Home -1 1,781 £550 -4.35% 1,451
UK excluding London -8 1,398 £525 -4.55% 1,395
North of England -3 453 £510 -7.27% 385
North West -1 305 £500 -9.09% 223
South East -5 291 £578 +0.43% 243
Scotland -3 254 £484 -1.83% 129
South West -10 196 £540 -6.09% 226
Midlands -6 131 £500 -7.41% 198
Yorkshire -9 129 £525 -4.55% 112
West Midlands -20 73 £538 -0.46% 121
East Midlands +16 58 £475 -22.45% 76
East of England -37 57 £525 -10.18% 122
North East -8 21 £575 -4.17% 52
Wales -2 20 £558 -3.04% 42
Northern Ireland +2 4 £675 +12.50% 70
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
1 247 (5.74%) Apache
2 220 (5.11%) Apache Airflow
3 129 (3.00%) Confluence
4 87 (2.02%) Apache Spark
5 57 (1.32%) nginx
6 50 (1.16%) SharePoint
7 28 (0.65%) OpenStack
8 27 (0.63%) CMS
9 21 (0.49%) Tomcat
10 19 (0.44%) JBoss
11 16 (0.37%) SAS
12 14 (0.33%) Microsoft Exchange
12 14 (0.33%) WordPress
13 12 (0.28%) Drupal
14 11 (0.26%) Site Server
15 10 (0.23%) BizTalk Server
15 10 (0.23%) Cloud Foundry
15 10 (0.23%) IIS
15 10 (0.23%) WebSphere
16 8 (0.19%) Anypoint
Applications
1 34 (0.79%) MS Visio
2 15 (0.35%) Microsoft Excel
3 14 (0.33%) Chatbot
4 7 (0.16%) Microsoft Office
4 7 (0.16%) Trello
5 4 (0.093%) Spreadsheet
6 3 (0.070%) 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 17 (0.39%) Aladdin
2 15 (0.35%) Sparx Enterprise Architect
3 14 (0.33%) Temenos T24
4 10 (0.23%) Oracle EBS
5 9 (0.21%) Endur
6 8 (0.19%) Shopify
7 7 (0.16%) Magento
7 7 (0.16%) NEC Housing
8 6 (0.14%) Payment Gateway
9 5 (0.12%) SAP ERP
9 5 (0.12%) SAP S/4HANA
9 5 (0.12%) SimCorp Dimension
10 4 (0.093%) Avolution ABACUS
10 4 (0.093%) Dynamics CRM
11 3 (0.070%) OpenLink RightAngle
11 3 (0.070%) PeopleSoft HCM
11 3 (0.070%) Salesforce CRM
11 3 (0.070%) Workday HCM
12 2 (0.046%) Oracle BPM
12 2 (0.046%) Oracle Procure-to-Pay
Cloud Services
1 1,496 (34.74%) Azure
2 786 (18.25%) GCP
3 539 (12.52%) Serverless
4 457 (10.61%) AWS Lambda
5 428 (9.94%) Amazon S3
6 286 (6.64%) Amazon EC2
7 245 (5.69%) GitHub
8 220 (5.11%) AWS CloudFormation
9 212 (4.92%) Snowflake
10 177 (4.11%) Amazon EKS
11 171 (3.97%) Amazon CloudWatch
12 157 (3.65%) SaaS
13 135 (3.14%) Virtual Private Cloud
14 129 (3.00%) dbt
15 120 (2.79%) Azure DevOps
16 118 (2.74%) OpenShift
17 111 (2.58%) Power Platform
18 105 (2.44%) Microsoft 365
18 105 (2.44%) PaaS
19 102 (2.37%) Amazon ECS
Communications & Networking
1 206 (4.78%) Firewall
2 145 (3.37%) DNS
3 115 (2.67%) VPN
4 101 (2.35%) Network Security
5 75 (1.74%) LAN
6 72 (1.67%) WAN
7 67 (1.56%) DHCP
7 67 (1.56%) TCP/IP
8 64 (1.49%) SSL
9 58 (1.35%) HTTP
10 45 (1.05%) Wireless
11 43 (1.00%) OSPF
12 40 (0.93%) BGP
13 31 (0.72%) SAN
14 30 (0.70%) MPLS
15 29 (0.67%) VLAN
16 24 (0.56%) SD-WAN
17 23 (0.53%) Cisco Nexus
18 22 (0.51%) Wi-Fi
19 20 (0.46%) Internet
Database & Business Intelligence
1 369 (8.57%) PostgreSQL
2 227 (5.27%) Amazon RDS
3 186 (4.32%) NoSQL
4 171 (3.97%) Data Warehouse
5 166 (3.86%) Amazon Athena
5 166 (3.86%) SQL Server
6 164 (3.81%) Data Lake
7 156 (3.62%) Amazon Redshift
8 149 (3.46%) Relational Database
9 144 (3.34%) Big Data
10 129 (3.00%) MySQL
11 127 (2.95%) MongoDB
12 125 (2.90%) Apache Ignite
13 122 (2.83%) DynamoDB
14 96 (2.23%) Power BI
15 92 (2.14%) Apache Arrow
15 92 (2.14%) Dremio
16 90 (2.09%) Apache Cassandra
17 89 (2.07%) Amazon Aurora
18 72 (1.67%) Tableau
Development Applications
1 417 (9.68%) Jenkins
2 361 (8.38%) Git
3 263 (6.11%) JIRA
4 227 (5.27%) GitLab
5 108 (2.51%) Cypress.io
6 70 (1.63%) Selenium
7 69 (1.60%) Maven
8 68 (1.58%) Cucumber
9 61 (1.42%) SonarQube
10 45 (1.05%) Bitbucket
11 34 (0.79%) JMeter
11 34 (0.79%) JUnit
12 33 (0.77%) Postman
13 31 (0.72%) TeamCity
14 27 (0.63%) CircleCI
15 23 (0.53%) webpack
16 21 (0.49%) Artifactory
16 21 (0.49%) Sonatype Nexus
17 19 (0.44%) Atlassian Bamboo
17 19 (0.44%) REST Assured
General
1 781 (18.14%) Finance
2 725 (16.84%) Social Skills
3 394 (9.15%) Public Sector
4 307 (7.13%) Banking
5 289 (6.71%) Analytical Skills
6 251 (5.83%) Front Office
7 112 (2.60%) Investment Banking
8 84 (1.95%) Retail
9 81 (1.88%) Telecoms
10 74 (1.72%) Inclusion and Diversity
11 59 (1.37%) Marketing
12 52 (1.21%) Manufacturing
13 50 (1.16%) Presentation Skills
14 37 (0.86%) Documentation Skills
15 33 (0.77%) Pharmaceutical
16 32 (0.74%) Legal
17 31 (0.72%) Influencing Skills
18 30 (0.70%) Law
19 26 (0.60%) Electronics
20 21 (0.49%) Back Office
Job Titles
1 1,172 (27.22%) Developer
2 672 (15.61%) Architect
3 497 (11.54%) Senior
4 416 (9.66%) AWS Engineer
5 402 (9.34%) DevOps Engineer
6 342 (7.94%) Software Engineer
7 306 (7.11%) Data Engineer
8 291 (6.76%) Lead
9 232 (5.39%) Full Stack Developer
10 231 (5.36%) Solutions Architect
11 227 (5.27%) Java Developer
12 186 (4.32%) Python Developer
13 157 (3.65%) AWS Architect
13 157 (3.65%) AWS DevOps
14 152 (3.53%) Cloud Engineer
15 143 (3.32%) Analyst
16 139 (3.23%) Python Engineer
17 138 (3.20%) AWS DevOps Engineer
18 134 (3.11%) React Developer
19 132 (3.07%) AWS Developer
Libraries, Frameworks & Software Standards
1 479 (11.12%) React
2 337 (7.83%) Node.js
3 308 (7.15%) Kafka
4 263 (6.11%) REST
5 242 (5.62%) Spring
6 235 (5.46%) RESTful
7 218 (5.06%) .NET
8 216 (5.02%) Spring Boot
9 175 (4.06%) AngularJS
10 169 (3.92%) HTML
11 160 (3.72%) CSS
12 151 (3.51%) gRPC
13 145 (3.37%) Protocol Buffers
14 127 (2.95%) Redux
15 123 (2.86%) Pandas
16 118 (2.74%) AWS CDK
16 118 (2.74%) Web Services
17 112 (2.60%) GraphQL
18 107 (2.48%) NumPy
19 90 (2.09%) SciPy
Miscellaneous
1 227 (5.27%) Fixed Income
2 206 (4.78%) Hedge funds
3 165 (3.83%) Derivative
4 159 (3.69%) Equities
5 149 (3.46%) Public Cloud
6 138 (3.20%) Foreign Exchange (FX)
7 136 (3.16%) Cloud Native
8 99 (2.30%) Greenfield Project
8 99 (2.30%) PKI
9 90 (2.09%) Product Ownership
10 84 (1.95%) Data Centre
11 77 (1.79%) Onboarding
12 72 (1.67%) Distributed Systems
13 64 (1.49%) Data Protection Act
14 62 (1.44%) Algorithms
15 61 (1.42%) Management Information System
16 53 (1.23%) Legacy Systems
17 46 (1.07%) Replication
18 44 (1.02%) Clustering
19 43 (1.00%) Data Structures
Operating Systems
1 479 (11.12%) Linux
2 304 (7.06%) Windows
3 132 (3.07%) Windows Server
4 130 (3.02%) Unix
5 75 (1.74%) Red Hat Enterprise Linux
6 36 (0.84%) Apple iOS
7 31 (0.72%) Ubuntu
8 22 (0.51%) Android
9 20 (0.46%) CentOS
10 17 (0.39%) Mac OS
11 15 (0.35%) Windows 10
12 13 (0.30%) Solaris
13 11 (0.26%) Oracle Linux
13 11 (0.26%) VMS
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
17 5 (0.12%) Windows Server 2019
Processes & Methodologies
1 1,247 (28.96%) Agile
2 1,184 (27.50%) DevOps
3 931 (21.62%) CI/CD
4 634 (14.72%) Software Engineering
5 510 (11.84%) Microservices
6 469 (10.89%) Problem-Solving
7 437 (10.15%) Infrastructure as Code
8 421 (9.78%) Full Stack Development
9 355 (8.24%) Containerisation
10 337 (7.83%) Migration
10 337 (7.83%) Test Automation
11 300 (6.97%) Analytics
12 268 (6.22%) Asset Management
13 263 (6.11%) ETL
14 258 (5.99%) Scrum
15 253 (5.88%) TDD
16 243 (5.64%) Machine Learning
17 236 (5.48%) Data Pipeline
18 216 (5.02%) Data Modelling
19 211 (4.90%) Investment Management
Programming Languages
1 1,368 (31.77%) Python
2 862 (20.02%) Java
3 784 (18.21%) SQL
4 623 (14.47%) JavaScript
5 512 (11.89%) TypeScript
6 239 (5.55%) Bash
7 216 (5.02%) Go
8 208 (4.83%) C#
9 192 (4.46%) PowerShell
10 129 (3.00%) Scala
11 103 (2.39%) PHP
12 84 (1.95%) Ruby
13 75 (1.74%) Shell Script
14 59 (1.37%) C
15 57 (1.32%) C++
16 52 (1.21%) Perl
17 45 (1.05%) PL/SQL
18 42 (0.98%) Kotlin
19 37 (0.86%) R
20 31 (0.72%) T-SQL
Qualifications
1 1,002 (23.27%) Security Cleared
2 807 (18.74%) SC Cleared
3 290 (6.73%) Degree
4 182 (4.23%) DV Cleared
5 167 (3.88%) AWS Certification
6 141 (3.27%) Computer Science Degree
7 68 (1.58%) Cisco Certification
8 66 (1.53%) Azure Certification
9 48 (1.11%) BPSS Clearance
10 47 (1.09%) CISSP
11 45 (1.05%) AWS Certified Solutions Architect
12 44 (1.02%) CCNP
13 35 (0.81%) CISM
14 33 (0.77%) Master's Degree
15 30 (0.70%) Microsoft Certification
16 28 (0.65%) AWS Certified DevOps Engineer
16 28 (0.65%) CCNA
17 24 (0.56%) TOGAF Certification
18 22 (0.51%) AWS Certified Cloud Practitioner
19 13 (0.30%) CCIE
Quality Assurance & Compliance
1 179 (4.16%) QA
2 111 (2.58%) Data Quality
3 85 (1.97%) Accessibility
4 72 (1.67%) ISO/IEC 27001
5 66 (1.53%) NIST
6 52 (1.21%) NCSC
7 42 (0.98%) PCI DSS
8 37 (0.86%) GDPR
9 36 (0.84%) SLA
10 19 (0.44%) 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 (0.19%) Cyber Essentials
13 8 (0.19%) WCAG
14 7 (0.16%) GRC
15 6 (0.14%) HIPAA
15 6 (0.14%) NIST 800
16 4 (0.093%) Government Security Classifications
16 4 (0.093%) ISO 31000
System Software
1 655 (15.21%) Docker
2 208 (4.83%) Active Directory
3 118 (2.74%) VMware Infrastructure
4 51 (1.18%) Hyper-V
5 37 (0.86%) Virtual Machines
6 20 (0.46%) vSphere
7 17 (0.39%) VMware NSX
8 16 (0.37%) VMware ESXi
9 13 (0.30%) ACF2
9 13 (0.30%) IAG
9 13 (0.30%) RACF
10 9 (0.21%) NFS
11 7 (0.16%) HDFS
12 6 (0.14%) Firmware
12 6 (0.14%) Virtual Desktop
12 6 (0.14%) Virtual Servers
13 5 (0.12%) KVM
14 4 (0.093%) GPFS
14 4 (0.093%) OpenAM
14 4 (0.093%) Shibboleth
Systems Management
1 850 (19.74%) Kubernetes
2 833 (19.35%) Terraform
3 386 (8.96%) Ansible
4 167 (3.88%) Grafana
5 134 (3.11%) Prometheus
6 98 (2.28%) Puppet
7 80 (1.86%) Progress Chef
8 41 (0.95%) Docker Swarm
9 40 (0.93%) Kibana
10 32 (0.74%) SCCM
11 31 (0.72%) Packer
11 31 (0.72%) Single Sign-On
12 25 (0.58%) Nagios
13 15 (0.35%) Istio
13 15 (0.35%) Podman
14 14 (0.33%) Argo
14 14 (0.33%) Graylog
15 13 (0.30%) HP Fortify
15 13 (0.30%) Microsoft Intune
15 13 (0.30%) Rancher
Vendors
1 341 (7.92%) Microsoft
2 284 (6.60%) Oracle
3 235 (5.46%) Google
4 178 (4.13%) VMware
5 138 (3.20%) Splunk
6 106 (2.46%) Cisco
7 101 (2.35%) ServiceNow
8 95 (2.21%) SAP
9 79 (1.83%) Databricks
10 65 (1.51%) CyberArk
11 64 (1.49%) IBM
11 64 (1.49%) Red Hat
12 58 (1.35%) F5
13 56 (1.30%) Palo Alto
14 53 (1.23%) Salesforce
15 48 (1.11%) Informatica
16 41 (0.95%) BeyondTrust
17 39 (0.91%) Talend
18 30 (0.70%) Bloomberg
18 30 (0.70%) Dynatrace