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

6 months to
5 May 2024
Same period 2023 Same period 2022
Rank 12 10 6
Rank change year-on-year -2 -4 0
Contract jobs citing AWS 4,285 7,358 12,939
As % of all contract jobs advertised in the UK 9.93% 12.46% 14.58%
As % of the Cloud Services category 30.75% 33.84% 37.78%
Number of daily rates quoted 3,242 5,516 9,846
10th Percentile £381 £425 £425
25th Percentile £458 £500 £500
Median daily rate (50th Percentile) £550 £575 £575
Median % change year-on-year -4.35% - +9.52%
75th Percentile £675 £684 £675
90th Percentile £775 £775 £750
UK excluding London median daily rate £525 £550 £535
% change year-on-year -4.55% +2.80% +9.74%
Number of hourly rates quoted 24 63 33
10th Percentile £22.14 £24.62 £42.40
25th Percentile £26.76 £52.34 £47.30
Median hourly rate £50.59 £75.00 £55.00
Median % change year-on-year -32.55% +36.36% +27.91%
75th Percentile £72.03 £78.00 £65.54
90th Percentile £72.50 £88.30 £80.15
UK excluding London median hourly rate £46.18 £65.00 £50.77
% change year-on-year -28.95% +28.03% -13.95%

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 13,936 21,745 34,245
As % of all contract IT jobs advertised in the UK 32.29% 36.81% 38.59%
Number of daily rates quoted 9,908 15,710 24,937
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 £630 £650 £650
90th Percentile £738 £744 £738
UK excluding London median daily rate £488 £500 £500
% change year-on-year -2.50% - +11.11%
Number of hourly rates quoted 342 351 421
10th Percentile £14.00 £15.25 £13.50
25th Percentile £15.92 £18.25 £15.33
Median hourly rate £21.00 £35.00 £21.50
Median % change year-on-year -40.00% +62.79% -4.72%
75th Percentile £34.69 £66.00 £49.52
90th Percentile £62.00 £78.00 £66.00
UK excluding London median hourly rate £17.69 £24.62 £19.00
% change year-on-year -28.15% +29.58% -5.00%

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 5 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 5 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 5 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 3,577 £558 -7.08% 2,392
London 0 2,281 £575 -6.12% 1,166
Work from Home -1 1,757 £565 -1.74% 1,490
UK excluding London -9 1,350 £525 -4.55% 1,391
North of England -3 439 £500 -9.09% 383
South East -1 291 £575 - 235
North West -1 289 £492 -10.50% 224
Scotland -3 240 £480 -2.54% 126
South West -8 190 £550 -4.35% 233
Yorkshire -8 131 £531 -3.41% 117
Midlands -5 127 £500 -7.41% 200
West Midlands -27 69 £550 +1.85% 117
East Midlands +12 58 £450 -24.21% 83
East of England -40 50 £550 -5.66% 112
North East -10 21 £575 -4.17% 43
Wales -2 20 £558 -3.04% 43
Northern Ireland 0 4 £675 +12.50% 73
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
1 260 (6.07%) Apache
2 237 (5.53%) Apache Airflow
3 137 (3.20%) Confluence
4 90 (2.10%) Apache Spark
5 67 (1.56%) nginx
6 49 (1.14%) SharePoint
7 28 (0.65%) CMS
7 28 (0.65%) OpenStack
8 20 (0.47%) JBoss
9 19 (0.44%) Tomcat
10 15 (0.35%) SAS
10 15 (0.35%) WordPress
11 14 (0.33%) Drupal
11 14 (0.33%) Microsoft Exchange
12 11 (0.26%) Cloud Foundry
12 11 (0.26%) WebSphere
13 10 (0.23%) BizTalk Server
13 10 (0.23%) IIS
13 10 (0.23%) Site Server
14 8 (0.19%) Anypoint
Applications
1 34 (0.79%) MS Visio
2 15 (0.35%) Microsoft Excel
3 10 (0.23%) Chatbot
4 7 (0.16%) Trello
5 6 (0.14%) Microsoft Office
6 4 (0.093%) Spreadsheet
7 3 (0.070%) Microsoft PowerPoint
8 2 (0.047%) CPLEX
8 2 (0.047%) Sketch
8 2 (0.047%) Weka
9 1 (0.023%) InVision
9 1 (0.023%) Microsoft Project
Business Applications
1 18 (0.42%) Aladdin
2 15 (0.35%) Sparx Enterprise Architect
3 14 (0.33%) Temenos T24
4 10 (0.23%) Endur
4 10 (0.23%) Oracle EBS
5 8 (0.19%) Shopify
6 7 (0.16%) Magento
6 7 (0.16%) NEC Housing
7 6 (0.14%) Payment Gateway
8 5 (0.12%) SAP ERP
8 5 (0.12%) SAP S/4HANA
8 5 (0.12%) SimCorp Dimension
9 4 (0.093%) OpenLink RightAngle
9 4 (0.093%) Salesforce CRM
10 3 (0.070%) Dynamics CRM
10 3 (0.070%) PeopleSoft HCM
10 3 (0.070%) Workday HCM
11 2 (0.047%) Dynamics AX
11 2 (0.047%) Dynamics NAV
11 2 (0.047%) SAP GRC
Cloud Services
1 1,483 (34.61%) Azure
2 775 (18.09%) GCP
3 532 (12.42%) Serverless
4 450 (10.50%) AWS Lambda
5 425 (9.92%) Amazon S3
6 289 (6.74%) Amazon EC2
7 244 (5.69%) GitHub
8 226 (5.27%) AWS CloudFormation
9 225 (5.25%) Snowflake
10 180 (4.20%) Amazon EKS
11 171 (3.99%) Amazon CloudWatch
12 165 (3.85%) SaaS
13 139 (3.24%) dbt
13 139 (3.24%) Virtual Private Cloud
14 116 (2.71%) OpenShift
15 112 (2.61%) Azure DevOps
15 112 (2.61%) Power Platform
16 106 (2.47%) PaaS
17 105 (2.45%) Microsoft 365
18 104 (2.43%) Amazon ECS
Communications & Networking
1 201 (4.69%) Firewall
2 139 (3.24%) DNS
3 112 (2.61%) VPN
4 96 (2.24%) Network Security
5 74 (1.73%) LAN
6 71 (1.66%) WAN
7 68 (1.59%) TCP/IP
8 64 (1.49%) DHCP
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 32 (0.75%) SAN
14 31 (0.72%) MPLS
15 30 (0.70%) VLAN
16 23 (0.54%) Cisco Nexus
16 23 (0.54%) SD-WAN
17 22 (0.51%) Wi-Fi
18 20 (0.47%) Cisco ASA
Database & Business Intelligence
1 369 (8.61%) PostgreSQL
2 224 (5.23%) Amazon RDS
3 185 (4.32%) NoSQL
4 173 (4.04%) Data Lake
5 172 (4.01%) Amazon Athena
6 168 (3.92%) SQL Server
7 167 (3.90%) Data Warehouse
8 149 (3.48%) Big Data
9 148 (3.45%) Relational Database
10 147 (3.43%) Amazon Redshift
11 139 (3.24%) Apache Ignite
12 132 (3.08%) MySQL
13 123 (2.87%) MongoDB
14 120 (2.80%) DynamoDB
15 100 (2.33%) Apache Arrow
15 100 (2.33%) Dremio
16 97 (2.26%) Power BI
17 89 (2.08%) Apache Cassandra
18 87 (2.03%) Amazon Aurora
19 69 (1.61%) Tableau
Development Applications
1 412 (9.61%) Jenkins
2 364 (8.49%) Git
3 261 (6.09%) JIRA
4 227 (5.30%) GitLab
5 114 (2.66%) Cypress.io
6 71 (1.66%) Selenium
7 67 (1.56%) Cucumber
8 63 (1.47%) Maven
8 63 (1.47%) SonarQube
9 46 (1.07%) Bitbucket
10 37 (0.86%) JUnit
11 36 (0.84%) JMeter
12 31 (0.72%) TeamCity
13 27 (0.63%) CircleCI
14 24 (0.56%) Postman
15 23 (0.54%) Sonatype Nexus
15 23 (0.54%) webpack
16 21 (0.49%) Artifactory
16 21 (0.49%) Atlassian Bamboo
17 19 (0.44%) REST Assured
General
1 799 (18.65%) Finance
2 722 (16.85%) Social Skills
3 375 (8.75%) Public Sector
4 332 (7.75%) Banking
5 291 (6.79%) Analytical Skills
6 262 (6.11%) Front Office
7 121 (2.82%) Investment Banking
8 84 (1.96%) Retail
9 77 (1.80%) Inclusion and Diversity
10 73 (1.70%) Telecoms
11 58 (1.35%) Marketing
12 49 (1.14%) Manufacturing
13 48 (1.12%) Presentation Skills
14 36 (0.84%) Documentation Skills
15 34 (0.79%) Pharmaceutical
16 32 (0.75%) Legal
17 29 (0.68%) Law
18 26 (0.61%) Influencing Skills
19 23 (0.54%) Electronics
20 21 (0.49%) Back Office
Job Titles
1 1,161 (27.09%) Developer
2 677 (15.80%) Architect
3 484 (11.30%) Senior
4 420 (9.80%) DevOps Engineer
5 417 (9.73%) AWS Engineer
6 353 (8.24%) Software Engineer
7 301 (7.02%) Lead
8 292 (6.81%) Data Engineer
9 233 (5.44%) Solutions Architect
10 231 (5.39%) Full Stack Developer
11 228 (5.32%) Java Developer
12 195 (4.55%) Python Developer
13 161 (3.76%) AWS Architect
14 159 (3.71%) AWS DevOps
15 151 (3.52%) Cloud Engineer
16 148 (3.45%) Python Engineer
17 145 (3.38%) Analyst
18 141 (3.29%) AWS DevOps Engineer
19 139 (3.24%) React Developer
20 131 (3.06%) Developer/Software Engineer
Libraries, Frameworks & Software Standards
1 495 (11.55%) React
2 329 (7.68%) Node.js
3 305 (7.12%) Kafka
4 259 (6.04%) REST
5 246 (5.74%) Spring
6 228 (5.32%) RESTful
7 226 (5.27%) .NET
8 220 (5.13%) Spring Boot
9 178 (4.15%) AngularJS
10 168 (3.92%) HTML
11 167 (3.90%) gRPC
12 160 (3.73%) Protocol Buffers
13 159 (3.71%) CSS
14 133 (3.10%) Redux
15 127 (2.96%) Pandas
16 116 (2.71%) Web Services
17 113 (2.64%) AWS CDK
18 112 (2.61%) NumPy
19 110 (2.57%) GraphQL
20 96 (2.24%) SciPy
Miscellaneous
1 241 (5.62%) Fixed Income
2 230 (5.37%) Hedge funds
3 173 (4.04%) Derivative
3 173 (4.04%) Equities
4 151 (3.52%) Public Cloud
5 146 (3.41%) Foreign Exchange (FX)
6 137 (3.20%) Cloud Native
7 97 (2.26%) Greenfield Project
8 95 (2.22%) PKI
9 89 (2.08%) Product Ownership
10 81 (1.89%) Data Centre
11 78 (1.82%) Onboarding
12 74 (1.73%) Distributed Systems
13 64 (1.49%) Data Protection Act
14 62 (1.45%) Management Information System
15 55 (1.28%) Algorithms
15 55 (1.28%) Legacy Systems
16 47 (1.10%) Clustering
16 47 (1.10%) Replication
17 45 (1.05%) Data Structures
Operating Systems
1 486 (11.34%) Linux
2 298 (6.95%) Windows
3 133 (3.10%) Unix
4 130 (3.03%) Windows Server
5 79 (1.84%) Red Hat Enterprise Linux
6 41 (0.96%) Apple iOS
7 31 (0.72%) Ubuntu
8 27 (0.63%) Android
9 20 (0.47%) CentOS
10 17 (0.40%) Mac OS
11 15 (0.35%) Windows 10
12 12 (0.28%) Solaris
13 10 (0.23%) Oracle Linux
13 10 (0.23%) VMS
14 8 (0.19%) 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 1,240 (28.94%) Agile
2 1,176 (27.44%) DevOps
3 914 (21.33%) CI/CD
4 648 (15.12%) Software Engineering
5 515 (12.02%) Microservices
6 464 (10.83%) Problem-Solving
7 423 (9.87%) Full Stack Development
8 415 (9.68%) Infrastructure as Code
9 340 (7.93%) Containerisation
10 338 (7.89%) Migration
11 334 (7.79%) Test Automation
12 303 (7.07%) Analytics
13 278 (6.49%) Asset Management
14 258 (6.02%) ETL
15 256 (5.97%) TDD
16 254 (5.93%) Machine Learning
17 245 (5.72%) Scrum
18 231 (5.39%) Data Pipeline
19 226 (5.27%) Investment Management
20 213 (4.97%) Data Modelling
Programming Languages
1 1,377 (32.14%) Python
2 875 (20.42%) Java
3 787 (18.37%) SQL
4 625 (14.59%) JavaScript
5 523 (12.21%) TypeScript
6 244 (5.69%) Bash
7 224 (5.23%) Go
8 216 (5.04%) C#
9 191 (4.46%) PowerShell
10 133 (3.10%) Scala
11 105 (2.45%) PHP
12 79 (1.84%) Ruby
13 77 (1.80%) Shell Script
14 68 (1.59%) C
15 57 (1.33%) C++
16 51 (1.19%) Perl
17 47 (1.10%) PL/SQL
18 43 (1.00%) Kotlin
19 36 (0.84%) R
20 34 (0.79%) T-SQL
Qualifications
1 1,002 (23.38%) Security Cleared
2 806 (18.81%) SC Cleared
3 294 (6.86%) Degree
4 183 (4.27%) DV Cleared
5 160 (3.73%) AWS Certification
6 149 (3.48%) Computer Science Degree
7 66 (1.54%) Azure Certification
8 62 (1.45%) Cisco Certification
9 47 (1.10%) CISSP
10 45 (1.05%) BPSS Clearance
11 42 (0.98%) AWS Certified Solutions Architect
12 41 (0.96%) CCNP
13 34 (0.79%) CISM
13 34 (0.79%) Master's Degree
14 29 (0.68%) Microsoft Certification
15 27 (0.63%) CCNA
16 26 (0.61%) AWS Certified DevOps Engineer
17 23 (0.54%) TOGAF Certification
18 19 (0.44%) AWS Certified Cloud Practitioner
19 12 (0.28%) CISA
Quality Assurance & Compliance
1 176 (4.11%) QA
2 110 (2.57%) Data Quality
3 84 (1.96%) Accessibility
4 67 (1.56%) ISO/IEC 27001
5 61 (1.42%) NIST
6 52 (1.21%) NCSC
7 41 (0.96%) PCI DSS
8 38 (0.89%) GDPR
9 36 (0.84%) SLA
10 18 (0.42%) Disclosure Scotland
11 11 (0.26%) MiFID
12 9 (0.21%) Cyber Essentials
12 9 (0.21%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
12 9 (0.21%) Sarbanes-Oxley
13 8 (0.19%) WCAG
14 7 (0.16%) GRC
15 6 (0.14%) HIPAA
16 5 (0.12%) NIST 800
17 4 (0.093%) Government Security Classifications
18 3 (0.070%) ISO 31000
System Software
1 665 (15.52%) Docker
2 209 (4.88%) Active Directory
3 119 (2.78%) VMware Infrastructure
4 53 (1.24%) Hyper-V
5 39 (0.91%) Virtual Machines
6 19 (0.44%) vSphere
7 16 (0.37%) VMware ESXi
7 16 (0.37%) VMware NSX
8 13 (0.30%) ACF2
8 13 (0.30%) IAG
8 13 (0.30%) RACF
9 9 (0.21%) NFS
10 7 (0.16%) Firmware
10 7 (0.16%) HDFS
11 6 (0.14%) Virtual Desktop
11 6 (0.14%) Virtual Servers
12 5 (0.12%) KVM
13 4 (0.093%) GPFS
13 4 (0.093%) OpenAM
13 4 (0.093%) Shibboleth
Systems Management
1 870 (20.30%) Kubernetes
2 839 (19.58%) Terraform
3 382 (8.91%) Ansible
4 167 (3.90%) Grafana
5 142 (3.31%) Prometheus
6 93 (2.17%) Puppet
7 76 (1.77%) Progress Chef
8 41 (0.96%) Docker Swarm
9 40 (0.93%) Packer
10 37 (0.86%) Kibana
11 34 (0.79%) Single Sign-On
12 32 (0.75%) SCCM
13 24 (0.56%) Nagios
14 21 (0.49%) Consul
15 16 (0.37%) Podman
16 15 (0.35%) Istio
17 14 (0.33%) Argo
17 14 (0.33%) Graylog
17 14 (0.33%) Microsoft Intune
17 14 (0.33%) Rancher
Vendors
1 337 (7.86%) Microsoft
2 281 (6.56%) Oracle
3 244 (5.69%) Google
4 175 (4.08%) VMware
5 139 (3.24%) Splunk
6 106 (2.47%) Cisco
7 98 (2.29%) ServiceNow
8 90 (2.10%) SAP
9 79 (1.84%) Databricks
10 65 (1.52%) Red Hat
11 64 (1.49%) CyberArk
12 63 (1.47%) IBM
13 54 (1.26%) F5
14 52 (1.21%) Salesforce
15 50 (1.17%) Palo Alto
16 49 (1.14%) Informatica
17 40 (0.93%) Talend
18 37 (0.86%) BeyondTrust
19 33 (0.77%) Dynatrace
20 31 (0.72%) Bloomberg