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 18 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
18 May 2024
Same period 2023 Same period 2022
Rank 12 10 6
Rank change year-on-year -2 -4 0
Contract jobs citing AWS 4,337 7,044 12,706
As % of all contract jobs advertised in the UK 10.19% 12.37% 14.51%
As % of the Cloud Services category 31.29% 33.68% 37.70%
Number of daily rates quoted 3,280 5,293 9,653
10th Percentile £381 £425 £425
25th Percentile £456 £500 £500
Median daily rate (50th Percentile) £550 £580 £575
Median % change year-on-year -5.17% +0.87% +9.52%
75th Percentile £675 £688 £675
90th Percentile £775 £775 £750
UK excluding London median daily rate £515 £550 £530
% change year-on-year -6.36% +3.77% +8.72%
Number of hourly rates quoted 27 59 46
10th Percentile £22.21 £35.00 £45.63
25th Percentile £29.00 £52.96 £51.25
Median hourly rate £55.00 £75.00 £65.54
Median % change year-on-year -26.67% +14.43% +52.42%
75th Percentile £72.50 £78.00 £77.50
90th Percentile £73.30 £88.30 £81.00
UK excluding London median hourly rate £55.00 £67.75 £70.00
% change year-on-year -18.82% -3.21% +18.64%

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 13,862 20,912 33,706
As % of all contract IT jobs advertised in the UK 32.56% 36.72% 38.50%
Number of daily rates quoted 9,858 15,137 24,583
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 £746 £738
UK excluding London median daily rate £488 £500 £500
% change year-on-year -2.50% - +11.11%
Number of hourly rates quoted 348 333 406
10th Percentile £14.00 £15.25 £13.88
25th Percentile £16.05 £18.50 £15.34
Median hourly rate £21.37 £35.00 £22.19
Median % change year-on-year -38.94% +57.73% -1.38%
75th Percentile £36.16 £66.00 £54.00
90th Percentile £65.75 £78.00 £67.50
UK excluding London median hourly rate £17.72 £25.87 £19.25
% change year-on-year -31.49% +34.38% -3.76%

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 18 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 18 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 18 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 3,616 £563 -6.21% 2,698
London +1 2,331 £575 -8.00% 1,442
Work from Home 0 1,772 £573 -0.43% 1,721
UK excluding London -8 1,339 £515 -6.36% 1,713
North of England -2 441 £507 -7.82% 423
South East 0 285 £580 +0.87% 496
North West -2 277 £489 -11.09% 245
Scotland -2 243 £475 -3.55% 126
South West -12 190 £538 -6.52% 214
Yorkshire -6 145 £525 -4.55% 132
Midlands -7 131 £450 -16.67% 220
West Midlands -23 69 £525 -2.78% 146
East Midlands +9 64 £450 -24.21% 74
East of England -49 42 £550 -5.90% 121
North East -10 21 £575 -11.54% 46
Wales 0 18 £515 -10.43% 52
Northern Ireland -3 4 £675 +12.50% 79
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
1 301 (6.94%) Apache
2 279 (6.43%) Apache Airflow
3 136 (3.14%) Confluence
4 96 (2.21%) Apache Spark
5 70 (1.61%) nginx
6 47 (1.08%) SharePoint
7 30 (0.69%) CMS
8 26 (0.60%) OpenStack
9 19 (0.44%) JBoss
9 19 (0.44%) Tomcat
10 16 (0.37%) Microsoft Exchange
10 16 (0.37%) SAS
11 15 (0.35%) WordPress
12 14 (0.32%) Drupal
13 11 (0.25%) BizTalk Server
13 11 (0.25%) Cloud Foundry
13 11 (0.25%) WebSphere
14 10 (0.23%) IIS
15 8 (0.18%) Anypoint
15 8 (0.18%) Site Server
Applications
1 36 (0.83%) MS Visio
2 16 (0.37%) Microsoft Excel
3 14 (0.32%) Chatbot
4 8 (0.18%) Trello
5 6 (0.14%) Microsoft Office
6 4 (0.092%) CPLEX
6 4 (0.092%) Spreadsheet
7 3 (0.069%) Microsoft PowerPoint
8 2 (0.046%) Sketch
9 1 (0.023%) InVision
9 1 (0.023%) Weka
Business Applications
1 18 (0.42%) Aladdin
2 16 (0.37%) Temenos T24
3 14 (0.32%) Sparx Enterprise Architect
4 12 (0.28%) Endur
5 10 (0.23%) Oracle EBS
6 9 (0.21%) Payment Gateway
7 8 (0.18%) Shopify
8 7 (0.16%) Magento
8 7 (0.16%) NEC Housing
8 7 (0.16%) Salesforce CRM
9 6 (0.14%) SimCorp Dimension
10 5 (0.12%) OpenLink RightAngle
11 3 (0.069%) Dynamics CRM
11 3 (0.069%) Oracle Procure-to-Pay
11 3 (0.069%) PeopleSoft HCM
11 3 (0.069%) Workday HCM
12 2 (0.046%) Dynamics AX
12 2 (0.046%) Dynamics NAV
12 2 (0.046%) SAP GRC
13 1 (0.023%) Maximo
Cloud Services
1 1,528 (35.23%) Azure
2 827 (19.07%) GCP
3 529 (12.20%) Serverless
4 444 (10.24%) AWS Lambda
5 421 (9.71%) Amazon S3
6 282 (6.50%) Amazon EC2
7 249 (5.74%) GitHub
8 248 (5.72%) Snowflake
9 228 (5.26%) AWS CloudFormation
10 178 (4.10%) Amazon EKS
11 173 (3.99%) Amazon CloudWatch
12 167 (3.85%) dbt
13 165 (3.80%) SaaS
14 136 (3.14%) Virtual Private Cloud
15 123 (2.84%) OpenShift
16 114 (2.63%) Power Platform
17 109 (2.51%) Azure DevOps
18 106 (2.44%) Cloud Computing
19 104 (2.40%) Microsoft 365
19 104 (2.40%) PaaS
Communications & Networking
1 202 (4.66%) Firewall
2 130 (3.00%) DNS
3 106 (2.44%) VPN
4 98 (2.26%) Network Security
5 72 (1.66%) HTTP
6 68 (1.57%) TCP/IP
7 67 (1.54%) LAN
8 65 (1.50%) SSL
9 64 (1.48%) WAN
10 54 (1.25%) DHCP
11 45 (1.04%) Wireless
12 42 (0.97%) OSPF
13 36 (0.83%) BGP
14 31 (0.71%) MPLS
15 30 (0.69%) SAN
16 29 (0.67%) VLAN
17 25 (0.58%) SD-WAN
18 24 (0.55%) Cisco Nexus
19 21 (0.48%) VoIP
19 21 (0.48%) Wi-Fi
Database & Business Intelligence
1 355 (8.19%) PostgreSQL
2 226 (5.21%) Amazon RDS
3 209 (4.82%) Amazon Athena
4 202 (4.66%) Data Lake
5 180 (4.15%) NoSQL
6 173 (3.99%) Apache Ignite
7 168 (3.87%) SQL Server
8 166 (3.83%) Data Warehouse
9 157 (3.62%) Big Data
10 151 (3.48%) Amazon Redshift
11 147 (3.39%) Relational Database
12 133 (3.07%) MySQL
13 126 (2.91%) Apache Arrow
13 126 (2.91%) Dremio
14 125 (2.88%) MongoDB
15 116 (2.67%) DynamoDB
16 100 (2.31%) Power BI
17 89 (2.05%) Apache Cassandra
18 83 (1.91%) Amazon Aurora
19 67 (1.54%) Tableau
Development Applications
1 411 (9.48%) Jenkins
2 385 (8.88%) Git
3 264 (6.09%) JIRA
4 235 (5.42%) GitLab
5 111 (2.56%) Cypress.io
6 77 (1.78%) Selenium
7 65 (1.50%) Cucumber
8 63 (1.45%) SonarQube
9 50 (1.15%) Maven
10 45 (1.04%) Bitbucket
11 38 (0.88%) JMeter
12 36 (0.83%) JUnit
13 33 (0.76%) CircleCI
14 32 (0.74%) TeamCity
15 26 (0.60%) Atlassian Bamboo
16 24 (0.55%) Artifactory
17 23 (0.53%) Sonatype Nexus
17 23 (0.53%) webpack
18 20 (0.46%) Postman
18 20 (0.46%) REST Assured
General
1 852 (19.64%) Finance
2 701 (16.16%) Social Skills
3 393 (9.06%) Banking
4 369 (8.51%) Public Sector
5 307 (7.08%) Front Office
6 284 (6.55%) Analytical Skills
7 140 (3.23%) Investment Banking
8 89 (2.05%) Retail
9 78 (1.80%) Inclusion and Diversity
10 76 (1.75%) Telecoms
11 56 (1.29%) Marketing
12 48 (1.11%) Presentation Skills
13 44 (1.01%) Manufacturing
14 33 (0.76%) Documentation Skills
15 31 (0.71%) Legal
16 29 (0.67%) Pharmaceutical
17 28 (0.65%) Law
18 25 (0.58%) Influencing Skills
19 21 (0.48%) Publishing
20 20 (0.46%) Electronics
Job Titles
1 1,160 (26.75%) Developer
2 712 (16.42%) Architect
3 488 (11.25%) Senior
4 443 (10.21%) DevOps Engineer
5 434 (10.01%) AWS Engineer
6 387 (8.92%) Software Engineer
7 300 (6.92%) Lead
8 273 (6.29%) Data Engineer
9 265 (6.11%) Solutions Architect
10 227 (5.23%) Java Developer
11 223 (5.14%) Full Stack Developer
12 212 (4.89%) Python Developer
13 167 (3.85%) AWS Architect
14 166 (3.83%) Python Engineer
15 165 (3.80%) AWS DevOps
16 152 (3.50%) Analyst
17 150 (3.46%) React Developer
18 148 (3.41%) Developer/Software Engineer
19 147 (3.39%) AWS DevOps Engineer
20 143 (3.30%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 501 (11.55%) React
2 338 (7.79%) Kafka
3 324 (7.47%) Node.js
4 249 (5.74%) Spring
5 244 (5.63%) REST
6 241 (5.56%) .NET
7 233 (5.37%) RESTful
8 226 (5.21%) Spring Boot
9 210 (4.84%) gRPC
10 198 (4.57%) Protocol Buffers
11 175 (4.04%) AngularJS
12 170 (3.92%) HTML
13 158 (3.64%) CSS
14 148 (3.41%) Redux
15 144 (3.32%) Pandas
16 131 (3.02%) NumPy
17 126 (2.91%) Web Services
18 116 (2.67%) GraphQL
19 114 (2.63%) AWS CDK
19 114 (2.63%) SciPy
Miscellaneous
1 274 (6.32%) Fixed Income
2 268 (6.18%) Hedge funds
3 202 (4.66%) Equities
4 190 (4.38%) Derivative
5 164 (3.78%) Foreign Exchange (FX)
6 142 (3.27%) Public Cloud
7 131 (3.02%) Cloud Native
8 94 (2.17%) Greenfield Project
9 93 (2.14%) Product Ownership
10 89 (2.05%) Onboarding
11 87 (2.01%) PKI
12 80 (1.84%) Data Centre
13 77 (1.78%) Distributed Systems
14 72 (1.66%) Management Information System
15 65 (1.50%) Data Protection Act
16 59 (1.36%) Algorithms
17 58 (1.34%) Legacy Systems
18 55 (1.27%) Data Structures
19 50 (1.15%) Clustering
20 43 (0.99%) Replication
Operating Systems
1 495 (11.41%) Linux
2 291 (6.71%) Windows
3 140 (3.23%) Unix
4 111 (2.56%) Windows Server
5 79 (1.82%) Red Hat Enterprise Linux
6 41 (0.95%) Apple iOS
7 29 (0.67%) Ubuntu
8 27 (0.62%) Android
9 19 (0.44%) Mac OS
10 18 (0.42%) Windows 10
11 17 (0.39%) CentOS
12 10 (0.23%) Solaris
12 10 (0.23%) VMS
13 8 (0.18%) Oracle Linux
14 7 (0.16%) Kali Linux
14 7 (0.16%) zOS
15 6 (0.14%) Debian
16 5 (0.12%) Windows Server 2012
16 5 (0.12%) Windows Server 2016
17 4 (0.092%) Windows Server 2019
Processes & Methodologies
1 1,256 (28.96%) Agile
2 1,215 (28.01%) DevOps
3 938 (21.63%) CI/CD
4 697 (16.07%) Software Engineering
5 518 (11.94%) Microservices
6 472 (10.88%) Problem-Solving
7 426 (9.82%) Full Stack Development
8 415 (9.57%) Infrastructure as Code
9 365 (8.42%) Containerisation
10 330 (7.61%) Test Automation
11 325 (7.49%) Analytics
12 323 (7.45%) Migration
13 306 (7.06%) Asset Management
14 288 (6.64%) Machine Learning
15 269 (6.20%) ETL
16 254 (5.86%) TDD
17 253 (5.83%) Investment Management
18 235 (5.42%) Computer Science
19 234 (5.40%) Artificial Intelligence
20 231 (5.33%) Scrum
Programming Languages
1 1,439 (33.18%) Python
2 905 (20.87%) Java
3 792 (18.26%) SQL
4 640 (14.76%) JavaScript
5 559 (12.89%) TypeScript
6 245 (5.65%) Bash
7 234 (5.40%) Go
8 222 (5.12%) C#
9 195 (4.50%) PowerShell
10 140 (3.23%) Scala
11 100 (2.31%) PHP
12 80 (1.84%) Ruby
13 78 (1.80%) C
14 77 (1.78%) Shell Script
15 68 (1.57%) C++
16 50 (1.15%) Perl
17 45 (1.04%) Kotlin
18 43 (0.99%) PL/SQL
19 34 (0.78%) R
19 34 (0.78%) T-SQL
Qualifications
1 988 (22.78%) Security Cleared
2 797 (18.38%) SC Cleared
3 316 (7.29%) Degree
4 183 (4.22%) DV Cleared
5 174 (4.01%) AWS Certification
6 171 (3.94%) Computer Science Degree
7 73 (1.68%) Azure Certification
8 64 (1.48%) Cisco Certification
9 53 (1.22%) CISSP
10 51 (1.18%) AWS Certified Solutions Architect
11 45 (1.04%) BPSS Clearance
12 44 (1.01%) Master's Degree
13 42 (0.97%) CCNP
14 39 (0.90%) CISM
15 32 (0.74%) Microsoft Certification
16 28 (0.65%) AWS Certified DevOps Engineer
16 28 (0.65%) CCNA
17 22 (0.51%) TOGAF Certification
18 19 (0.44%) AWS Certified Cloud Practitioner
19 18 (0.42%) CISA
Quality Assurance & Compliance
1 176 (4.06%) QA
2 117 (2.70%) Data Quality
3 77 (1.78%) Accessibility
4 65 (1.50%) ISO/IEC 27001
5 60 (1.38%) NIST
6 51 (1.18%) NCSC
7 48 (1.11%) PCI DSS
8 47 (1.08%) GDPR
9 35 (0.81%) SLA
10 18 (0.42%) Disclosure Scotland
10 18 (0.42%) HIPAA
11 10 (0.23%) MiFID
11 10 (0.23%) SOC 2
12 9 (0.21%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
13 8 (0.18%) Cyber Essentials
14 7 (0.16%) GRC
14 7 (0.16%) Sarbanes-Oxley
14 7 (0.16%) WCAG
15 5 (0.12%) NIST 800
16 4 (0.092%) Government Security Classifications
System Software
1 704 (16.23%) Docker
2 208 (4.80%) Active Directory
3 116 (2.67%) VMware Infrastructure
4 47 (1.08%) Hyper-V
5 39 (0.90%) Virtual Machines
6 18 (0.42%) vSphere
7 15 (0.35%) VMware ESXi
8 13 (0.30%) ACF2
8 13 (0.30%) IAG
8 13 (0.30%) RACF
9 12 (0.28%) VMware NSX
10 7 (0.16%) Firmware
10 7 (0.16%) Virtual Desktop
11 6 (0.14%) NFS
11 6 (0.14%) Virtual Servers
12 5 (0.12%) HDFS
12 5 (0.12%) KVM
13 4 (0.092%) GPFS
13 4 (0.092%) OpenAM
13 4 (0.092%) Shibboleth
Systems Management
1 918 (21.17%) Kubernetes
2 853 (19.67%) Terraform
3 376 (8.67%) Ansible
4 169 (3.90%) Grafana
5 152 (3.50%) Prometheus
6 91 (2.10%) Puppet
7 83 (1.91%) Progress Chef
8 44 (1.01%) Docker Swarm
9 41 (0.95%) Kibana
10 40 (0.92%) Packer
11 37 (0.85%) Single Sign-On
12 36 (0.83%) SCCM
13 23 (0.53%) Nagios
14 21 (0.48%) Consul
15 17 (0.39%) Podman
16 16 (0.37%) Argo
16 16 (0.37%) Rancher
17 15 (0.35%) Istio
17 15 (0.35%) Microsoft Intune
18 13 (0.30%) HP Fortify
Vendors
1 352 (8.12%) Microsoft
2 289 (6.66%) Oracle
3 274 (6.32%) Google
4 170 (3.92%) VMware
5 145 (3.34%) Splunk
6 116 (2.67%) Cisco
7 95 (2.19%) ServiceNow
8 84 (1.94%) SAP
9 77 (1.78%) Databricks
10 69 (1.59%) CyberArk
11 63 (1.45%) IBM
12 60 (1.38%) Red Hat
13 57 (1.31%) F5
13 57 (1.31%) Salesforce
14 47 (1.08%) Palo Alto
15 38 (0.88%) BeyondTrust
16 37 (0.85%) Informatica
17 35 (0.81%) Dynatrace
18 32 (0.74%) Talend
19 31 (0.71%) Bloomberg