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

6 months to
13 May 2024
Same period 2023 Same period 2022
Rank 12 10 6
Rank change year-on-year -2 -4 0
Contract jobs citing AWS 4,311 7,199 12,829
As % of all contract jobs advertised in the UK 10.08% 12.38% 14.55%
As % of the Cloud Services category 31.13% 33.66% 37.77%
Number of daily rates quoted 3,256 5,396 9,769
10th Percentile £381 £425 £425
25th Percentile £459 £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 £775 £775 £750
UK excluding London median daily rate £525 £550 £530
% change year-on-year -4.55% +3.77% +8.72%
Number of hourly rates quoted 27 64 46
10th Percentile £22.21 £24.62 £45.63
25th Percentile £29.00 £48.51 £51.25
Median hourly rate £55.00 £74.00 £65.54
Median % change year-on-year -25.68% +12.91% +48.95%
75th Percentile £72.50 £78.00 £77.50
90th Percentile £73.30 £88.30 £81.00
UK excluding London median hourly rate £55.00 £62.85 £70.00
% change year-on-year -12.49% -10.21% +16.67%

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 13,850 21,390 33,962
As % of all contract IT jobs advertised in the UK 32.39% 36.77% 38.52%
Number of daily rates quoted 9,844 15,472 24,768
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 £635 £650 £650
90th Percentile £738 £745 £738
UK excluding London median daily rate £488 £500 £500
% change year-on-year -2.50% - +11.11%
Number of hourly rates quoted 344 346 426
10th Percentile £14.00 £15.25 £13.88
25th Percentile £16.00 £18.25 £15.37
Median hourly rate £21.37 £35.00 £22.40
Median % change year-on-year -38.94% +56.25% -0.44%
75th Percentile £35.13 £66.00 £54.81
90th Percentile £64.78 £78.00 £67.50
UK excluding London median hourly rate £17.72 £24.81 £19.63
% change year-on-year -28.58% +26.42% -1.88%

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 13 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 13 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 13 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 3,597 £563 -6.25% 2,594
London +1 2,322 £575 -6.50% 1,272
Work from Home 0 1,772 £568 -1.30% 1,582
UK excluding London -7 1,322 £525 -4.55% 1,502
North of England -2 429 £510 -7.27% 413
South East -3 292 £575 - 251
North West -1 279 £490 -10.91% 247
Scotland -3 236 £475 -3.06% 127
South West -10 188 £538 -6.52% 239
Yorkshire -9 131 £550 - 124
Midlands -12 121 £475 -12.04% 240
West Midlands -25 66 £550 +1.85% 147
East Midlands +10 55 £450 -26.53% 93
East of England -47 43 £550 -5.66% 115
North East -10 21 £575 -11.54% 42
Wales +3 20 £558 -3.04% 47
Northern Ireland -1 4 £675 +12.50% 82
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
1 293 (6.80%) Apache
2 273 (6.33%) Apache Airflow
3 136 (3.15%) Confluence
4 91 (2.11%) Apache Spark
5 70 (1.62%) nginx
6 46 (1.07%) SharePoint
7 28 (0.65%) CMS
8 26 (0.60%) OpenStack
9 20 (0.46%) JBoss
10 19 (0.44%) Tomcat
11 15 (0.35%) SAS
11 15 (0.35%) WordPress
12 14 (0.32%) Drupal
12 14 (0.32%) Microsoft Exchange
13 11 (0.26%) Cloud Foundry
13 11 (0.26%) WebSphere
14 10 (0.23%) BizTalk Server
14 10 (0.23%) IIS
15 8 (0.19%) Anypoint
15 8 (0.19%) Site Server
Applications
1 34 (0.79%) MS Visio
2 18 (0.42%) Chatbot
3 15 (0.35%) Microsoft Excel
4 7 (0.16%) Trello
5 5 (0.12%) Microsoft Office
6 4 (0.093%) Spreadsheet
7 3 (0.070%) CPLEX
7 3 (0.070%) Microsoft PowerPoint
8 2 (0.046%) Sketch
8 2 (0.046%) Weka
9 1 (0.023%) InVision
Business Applications
1 19 (0.44%) Aladdin
2 15 (0.35%) Sparx Enterprise Architect
3 14 (0.32%) Temenos T24
4 11 (0.26%) Endur
5 10 (0.23%) Oracle EBS
6 8 (0.19%) Shopify
7 7 (0.16%) Magento
7 7 (0.16%) NEC Housing
8 6 (0.14%) Payment Gateway
8 6 (0.14%) Salesforce CRM
8 6 (0.14%) SimCorp Dimension
9 5 (0.12%) OpenLink RightAngle
10 3 (0.070%) Dynamics CRM
10 3 (0.070%) Oracle Procure-to-Pay
10 3 (0.070%) PeopleSoft HCM
10 3 (0.070%) Workday HCM
11 2 (0.046%) Avolution ABACUS
11 2 (0.046%) Dynamics AX
11 2 (0.046%) Dynamics NAV
11 2 (0.046%) SAP GRC
Cloud Services
1 1,510 (35.03%) Azure
2 810 (18.79%) GCP
3 525 (12.18%) Serverless
4 443 (10.28%) AWS Lambda
5 415 (9.63%) Amazon S3
6 284 (6.59%) Amazon EC2
7 249 (5.78%) GitHub
8 248 (5.75%) Snowflake
9 222 (5.15%) AWS CloudFormation
10 176 (4.08%) Amazon EKS
11 173 (4.01%) Amazon CloudWatch
12 167 (3.87%) SaaS
13 163 (3.78%) dbt
14 136 (3.15%) Virtual Private Cloud
15 116 (2.69%) OpenShift
16 112 (2.60%) Power Platform
17 110 (2.55%) Azure DevOps
18 105 (2.44%) PaaS
19 103 (2.39%) Microsoft 365
20 101 (2.34%) Amazon ECS
Communications & Networking
1 211 (4.89%) Firewall
2 133 (3.09%) DNS
3 111 (2.57%) VPN
4 96 (2.23%) Network Security
5 69 (1.60%) LAN
6 68 (1.58%) HTTP
6 68 (1.58%) TCP/IP
7 66 (1.53%) SSL
7 66 (1.53%) WAN
8 57 (1.32%) DHCP
9 49 (1.14%) Wireless
10 43 (1.00%) OSPF
11 40 (0.93%) BGP
12 32 (0.74%) SAN
13 31 (0.72%) MPLS
14 30 (0.70%) VLAN
15 24 (0.56%) Cisco Nexus
16 23 (0.53%) SD-WAN
17 22 (0.51%) Wi-Fi
18 21 (0.49%) VoIP
Database & Business Intelligence
1 355 (8.23%) PostgreSQL
2 222 (5.15%) Amazon RDS
3 195 (4.52%) Amazon Athena
4 188 (4.36%) Data Lake
5 183 (4.24%) NoSQL
6 169 (3.92%) Data Warehouse
6 169 (3.92%) SQL Server
7 166 (3.85%) Apache Ignite
8 150 (3.48%) Relational Database
9 149 (3.46%) Big Data
10 147 (3.41%) Amazon Redshift
11 135 (3.13%) MySQL
12 122 (2.83%) DynamoDB
12 122 (2.83%) MongoDB
13 118 (2.74%) Apache Arrow
13 118 (2.74%) Dremio
14 98 (2.27%) Power BI
15 87 (2.02%) Apache Cassandra
16 78 (1.81%) Amazon Aurora
17 69 (1.60%) RDBMS
Development Applications
1 401 (9.30%) Jenkins
2 361 (8.37%) Git
3 262 (6.08%) JIRA
4 234 (5.43%) GitLab
5 118 (2.74%) Cypress.io
6 77 (1.79%) Selenium
7 68 (1.58%) Cucumber
8 63 (1.46%) SonarQube
9 55 (1.28%) Maven
10 46 (1.07%) Bitbucket
11 39 (0.90%) JMeter
12 36 (0.84%) JUnit
13 33 (0.77%) TeamCity
14 31 (0.72%) CircleCI
15 23 (0.53%) Artifactory
15 23 (0.53%) Atlassian Bamboo
15 23 (0.53%) Sonatype Nexus
15 23 (0.53%) webpack
16 20 (0.46%) Postman
16 20 (0.46%) REST Assured
General
1 841 (19.51%) Finance
2 716 (16.61%) Social Skills
3 367 (8.51%) Public Sector
4 366 (8.49%) Banking
5 294 (6.82%) Front Office
6 293 (6.80%) Analytical Skills
7 133 (3.09%) Investment Banking
8 88 (2.04%) Retail
9 80 (1.86%) Inclusion and Diversity
10 79 (1.83%) Telecoms
11 57 (1.32%) Marketing
12 47 (1.09%) Presentation Skills
13 45 (1.04%) Manufacturing
14 34 (0.79%) Documentation Skills
15 32 (0.74%) Legal
16 30 (0.70%) Pharmaceutical
17 28 (0.65%) Law
18 25 (0.58%) Influencing Skills
19 22 (0.51%) Electronics
20 20 (0.46%) Publishing
Job Titles
1 1,145 (26.56%) Developer
2 696 (16.14%) Architect
3 479 (11.11%) Senior
4 440 (10.21%) DevOps Engineer
5 429 (9.95%) AWS Engineer
6 377 (8.75%) Software Engineer
7 306 (7.10%) Lead
8 284 (6.59%) Data Engineer
9 247 (5.73%) Solutions Architect
10 233 (5.40%) Java Developer
11 222 (5.15%) Full Stack Developer
12 206 (4.78%) Python Developer
13 164 (3.80%) AWS DevOps
14 163 (3.78%) AWS Architect
14 163 (3.78%) Python Engineer
15 150 (3.48%) Analyst
16 147 (3.41%) Developer/Software Engineer
16 147 (3.41%) React Developer
17 145 (3.36%) AWS DevOps Engineer
17 145 (3.36%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 495 (11.48%) React
2 329 (7.63%) Node.js
3 324 (7.52%) Kafka
4 250 (5.80%) REST
5 247 (5.73%) Spring
6 234 (5.43%) .NET
7 233 (5.40%) RESTful
8 223 (5.17%) Spring Boot
9 199 (4.62%) gRPC
10 191 (4.43%) Protocol Buffers
11 175 (4.06%) AngularJS
12 162 (3.76%) HTML
13 151 (3.50%) CSS
14 145 (3.36%) Redux
15 139 (3.22%) Pandas
16 128 (2.97%) Web Services
17 123 (2.85%) NumPy
18 112 (2.60%) GraphQL
19 109 (2.53%) SciPy
20 107 (2.48%) AWS CDK
Miscellaneous
1 266 (6.17%) Fixed Income
2 261 (6.05%) Hedge funds
3 195 (4.52%) Equities
4 183 (4.24%) Derivative
5 157 (3.64%) Foreign Exchange (FX)
6 148 (3.43%) Public Cloud
7 134 (3.11%) Cloud Native
8 96 (2.23%) Greenfield Project
9 95 (2.20%) PKI
10 93 (2.16%) Product Ownership
11 85 (1.97%) Onboarding
12 79 (1.83%) Data Centre
13 76 (1.76%) Distributed Systems
14 70 (1.62%) Management Information System
15 66 (1.53%) Data Protection Act
16 56 (1.30%) Algorithms
16 56 (1.30%) Legacy Systems
17 52 (1.21%) Clustering
17 52 (1.21%) Data Structures
18 45 (1.04%) Replication
Operating Systems
1 501 (11.62%) Linux
2 299 (6.94%) Windows
3 138 (3.20%) Unix
4 124 (2.88%) Windows Server
5 83 (1.93%) Red Hat Enterprise Linux
6 41 (0.95%) Apple iOS
7 31 (0.72%) Ubuntu
8 27 (0.63%) Android
9 20 (0.46%) CentOS
10 19 (0.44%) Windows 10
11 17 (0.39%) Mac OS
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
16 6 (0.14%) Windows Server 2019
Processes & Methodologies
1 1,256 (29.13%) Agile
2 1,199 (27.81%) DevOps
3 929 (21.55%) CI/CD
4 685 (15.89%) Software Engineering
5 514 (11.92%) Microservices
6 467 (10.83%) Problem-Solving
7 421 (9.77%) Full Stack Development
8 409 (9.49%) Infrastructure as Code
9 350 (8.12%) Containerisation
10 332 (7.70%) Test Automation
11 328 (7.61%) Migration
12 316 (7.33%) Analytics
13 303 (7.03%) Asset Management
14 272 (6.31%) Machine Learning
15 255 (5.92%) ETL
16 249 (5.78%) TDD
17 247 (5.73%) Investment Management
18 234 (5.43%) Scrum
19 231 (5.36%) Data Pipeline
20 230 (5.34%) Artificial Intelligence
Programming Languages
1 1,400 (32.48%) Python
2 893 (20.71%) Java
3 788 (18.28%) SQL
4 626 (14.52%) JavaScript
5 549 (12.73%) TypeScript
6 244 (5.66%) Bash
7 232 (5.38%) Go
8 219 (5.08%) C#
9 197 (4.57%) PowerShell
10 144 (3.34%) Scala
11 101 (2.34%) PHP
12 79 (1.83%) Ruby
13 76 (1.76%) Shell Script
14 72 (1.67%) C
15 62 (1.44%) C++
16 51 (1.18%) Perl
17 47 (1.09%) Kotlin
18 45 (1.04%) PL/SQL
19 35 (0.81%) R
19 35 (0.81%) T-SQL
Qualifications
1 996 (23.10%) Security Cleared
2 806 (18.70%) SC Cleared
3 313 (7.26%) Degree
4 177 (4.11%) DV Cleared
5 169 (3.92%) AWS Certification
6 166 (3.85%) Computer Science Degree
7 74 (1.72%) Azure Certification
8 64 (1.48%) Cisco Certification
9 51 (1.18%) CISSP
10 50 (1.16%) AWS Certified Solutions Architect
11 45 (1.04%) BPSS Clearance
12 43 (1.00%) Master's Degree
13 42 (0.97%) CCNP
14 37 (0.86%) CISM
15 31 (0.72%) Microsoft Certification
16 27 (0.63%) AWS Certified DevOps Engineer
16 27 (0.63%) CCNA
17 23 (0.53%) TOGAF Certification
18 18 (0.42%) CISA
19 17 (0.39%) AWS Certified Cloud Practitioner
Quality Assurance & Compliance
1 179 (4.15%) QA
2 112 (2.60%) Data Quality
3 73 (1.69%) Accessibility
4 69 (1.60%) ISO/IEC 27001
5 61 (1.41%) NIST
6 52 (1.21%) NCSC
7 47 (1.09%) PCI DSS
8 46 (1.07%) GDPR
9 36 (0.84%) SLA
10 18 (0.42%) Disclosure Scotland
11 13 (0.30%) HIPAA
12 11 (0.26%) MiFID
13 10 (0.23%) Cyber Essentials
13 10 (0.23%) SOC 2
14 9 (0.21%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
14 9 (0.21%) Sarbanes-Oxley
15 7 (0.16%) GRC
16 5 (0.12%) NIST 800
16 5 (0.12%) WCAG
17 4 (0.093%) Government Security Classifications
System Software
1 687 (15.94%) Docker
2 216 (5.01%) Active Directory
3 119 (2.76%) VMware Infrastructure
4 47 (1.09%) Hyper-V
5 38 (0.88%) Virtual Machines
6 18 (0.42%) vSphere
7 17 (0.39%) VMware NSX
8 15 (0.35%) 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%) Firmware
12 6 (0.14%) HDFS
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
1 898 (20.83%) Kubernetes
2 846 (19.62%) Terraform
3 381 (8.84%) Ansible
4 165 (3.83%) Grafana
5 152 (3.53%) Prometheus
6 94 (2.18%) Puppet
7 76 (1.76%) Progress Chef
8 43 (1.00%) Docker Swarm
9 40 (0.93%) Kibana
9 40 (0.93%) Packer
10 36 (0.84%) SCCM
11 34 (0.79%) Single Sign-On
12 25 (0.58%) Nagios
13 21 (0.49%) Consul
14 16 (0.37%) Podman
14 16 (0.37%) Rancher
15 15 (0.35%) Istio
16 14 (0.32%) Argo
16 14 (0.32%) Graylog
16 14 (0.32%) Microsoft Intune
Vendors
1 348 (8.07%) Microsoft
2 286 (6.63%) Oracle
3 263 (6.10%) Google
4 176 (4.08%) VMware
5 145 (3.36%) Splunk
6 120 (2.78%) Cisco
7 99 (2.30%) ServiceNow
8 84 (1.95%) SAP
9 78 (1.81%) Databricks
10 70 (1.62%) CyberArk
11 64 (1.48%) IBM
11 64 (1.48%) Red Hat
12 55 (1.28%) F5
12 55 (1.28%) Salesforce
13 49 (1.14%) Palo Alto
14 41 (0.95%) Informatica
15 38 (0.88%) BeyondTrust
16 37 (0.86%) Talend
17 35 (0.81%) Dynatrace
18 31 (0.72%) Bloomberg