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

6 months to
28 May 2024
Same period 2023 Same period 2022
Rank 12 10 6
Rank change year-on-year -2 -4 0
Contract jobs citing AWS 4,339 6,901 12,708
As % of all contract jobs advertised in the UK 10.13% 12.26% 14.40%
As % of the Cloud Services category 31.15% 33.66% 37.45%
Number of daily rates quoted 3,284 5,164 9,647
10th Percentile £377 £425 £425
25th Percentile £456 £500 £500
Median daily rate (50th Percentile) £550 £579 £575
Median % change year-on-year -4.97% +0.65% +9.52%
75th Percentile £675 £688 £675
90th Percentile £788 £775 £750
UK excluding London median daily rate £507 £550 £530
% change year-on-year -7.82% +3.77% +6.64%
Number of hourly rates quoted 26 63 48
10th Percentile £22.19 £35.00 £44.03
25th Percentile £31.44 £48.59 £51.25
Median hourly rate £55.00 £75.00 £65.54
Median % change year-on-year -26.67% +14.43% +31.08%
75th Percentile £72.50 £79.00 £77.50
90th Percentile £73.50 £88.30 £81.00
UK excluding London median hourly rate £55.00 £65.50 £70.00
% change year-on-year -16.03% -6.43% +12.00%

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 13,929 20,504 33,931
As % of all contract IT jobs advertised in the UK 32.52% 36.44% 38.46%
Number of daily rates quoted 9,911 14,827 24,764
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 £748 £738
UK excluding London median daily rate £488 £500 £500
% change year-on-year -2.50% - +11.11%
Number of hourly rates quoted 345 328 402
10th Percentile £14.00 £15.25 £13.88
25th Percentile £16.06 £18.50 £15.37
Median hourly rate £21.37 £36.50 £22.20
Median % change year-on-year -41.45% +64.41% -0.22%
75th Percentile £40.00 £67.81 £53.75
90th Percentile £68.05 £79.19 £67.50
UK excluding London median hourly rate £17.72 £26.48 £19.63
% change year-on-year -33.08% +34.93% -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 28 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 28 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 28 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 3,627 £563 -6.25% 2,525
London +1 2,360 £575 -7.26% 1,225
Work from Home 0 1,759 £575 - 1,522
UK excluding London -9 1,332 £507 -7.82% 1,473
North of England -2 432 £500 -9.09% 448
South East 0 292 £575 - 261
North West -1 264 £475 -12.04% 288
Scotland -3 241 £475 -4.04% 121
South West -11 194 £538 -6.52% 209
Yorkshire -5 146 £525 -4.55% 120
Midlands -10 127 £450 -16.67% 229
West Midlands -29 65 £450 -18.18% 144
East Midlands +10 64 £445 -20.89% 85
East of England -53 40 £550 -6.14% 107
North East -9 24 £575 -8.00% 40
Wales -2 16 £558 -2.19% 49
Northern Ireland +2 5 £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
1 326 (7.51%) Apache
2 313 (7.21%) Apache Airflow
3 126 (2.90%) Confluence
4 102 (2.35%) Apache Spark
5 62 (1.43%) nginx
6 47 (1.08%) SharePoint
7 30 (0.69%) CMS
8 20 (0.46%) OpenStack
9 18 (0.41%) JBoss
10 17 (0.39%) Microsoft Exchange
11 16 (0.37%) Tomcat
12 15 (0.35%) WordPress
13 14 (0.32%) Drupal
14 12 (0.28%) SAS
15 11 (0.25%) Cloud Foundry
16 10 (0.23%) IIS
17 9 (0.21%) Site Server
18 8 (0.18%) Anypoint
18 8 (0.18%) BizTalk Server
18 8 (0.18%) WebSphere
Applications
1 32 (0.74%) MS Visio
2 15 (0.35%) Microsoft Excel
3 14 (0.32%) Chatbot
4 8 (0.18%) Trello
5 5 (0.12%) CPLEX
5 5 (0.12%) Microsoft Office
6 4 (0.092%) Spreadsheet
7 2 (0.046%) Microsoft PowerPoint
7 2 (0.046%) Sketch
8 1 (0.023%) InVision
Business Applications
1 19 (0.44%) Aladdin
2 16 (0.37%) Temenos T24
3 14 (0.32%) Sparx Enterprise Architect
4 13 (0.30%) Oracle EBS
5 10 (0.23%) Endur
5 10 (0.23%) Payment Gateway
6 8 (0.18%) Shopify
7 7 (0.16%) Magento
7 7 (0.16%) NEC Housing
7 7 (0.16%) Salesforce CRM
7 7 (0.16%) SimCorp Dimension
8 5 (0.12%) OpenLink RightAngle
9 3 (0.069%) Dynamics CRM
9 3 (0.069%) Oracle Procure-to-Pay
10 2 (0.046%) Dynamics AX
10 2 (0.046%) PeopleSoft HCM
10 2 (0.046%) SAP GRC
11 1 (0.023%) Dynamics NAV
11 1 (0.023%) NetSuite
11 1 (0.023%) SAP ERP
Cloud Services
1 1,530 (35.26%) Azure
2 857 (19.75%) GCP
3 517 (11.92%) Serverless
4 429 (9.89%) Amazon S3
4 429 (9.89%) AWS Lambda
5 279 (6.43%) Amazon EC2
6 274 (6.31%) Snowflake
7 267 (6.15%) GitHub
8 222 (5.12%) AWS CloudFormation
9 195 (4.49%) dbt
10 174 (4.01%) Amazon EKS
11 167 (3.85%) Amazon CloudWatch
11 167 (3.85%) SaaS
12 130 (3.00%) Virtual Private Cloud
13 124 (2.86%) OpenShift
14 116 (2.67%) Power Platform
15 107 (2.47%) Azure DevOps
16 106 (2.44%) Cloud Computing
17 103 (2.37%) Microsoft 365
18 98 (2.26%) PaaS
Communications & Networking
1 205 (4.72%) Firewall
2 128 (2.95%) DNS
3 106 (2.44%) VPN
4 103 (2.37%) Network Security
5 72 (1.66%) TCP/IP
6 71 (1.64%) HTTP
7 68 (1.57%) WAN
8 67 (1.54%) LAN
9 63 (1.45%) SSL
10 54 (1.24%) DHCP
11 49 (1.13%) Wireless
12 44 (1.01%) OSPF
13 38 (0.88%) BGP
14 33 (0.76%) MPLS
15 30 (0.69%) SD-WAN
15 30 (0.69%) VLAN
16 27 (0.62%) SAN
17 26 (0.60%) Cisco Nexus
18 23 (0.53%) Wi-Fi
19 21 (0.48%) VoIP
Database & Business Intelligence
1 359 (8.27%) PostgreSQL
2 233 (5.37%) Amazon Athena
3 231 (5.32%) Amazon RDS
4 217 (5.00%) Data Lake
5 197 (4.54%) Apache Ignite
6 176 (4.06%) NoSQL
7 171 (3.94%) SQL Server
8 169 (3.89%) Data Warehouse
9 159 (3.66%) Big Data
10 154 (3.55%) Amazon Redshift
10 154 (3.55%) Relational Database
11 150 (3.46%) Dremio
12 148 (3.41%) Apache Arrow
13 136 (3.13%) MySQL
14 119 (2.74%) DynamoDB
15 108 (2.49%) MongoDB
16 104 (2.40%) Power BI
17 91 (2.10%) Apache Cassandra
18 75 (1.73%) Amazon Aurora
19 73 (1.68%) Tableau
Development Applications
1 407 (9.38%) Jenkins
2 387 (8.92%) Git
3 247 (5.69%) JIRA
4 229 (5.28%) GitLab
5 117 (2.70%) Cypress.io
6 76 (1.75%) Selenium
7 63 (1.45%) SonarQube
8 57 (1.31%) Cucumber
9 46 (1.06%) Maven
10 40 (0.92%) Bitbucket
11 37 (0.85%) JMeter
12 36 (0.83%) JUnit
13 35 (0.81%) TeamCity
14 34 (0.78%) CircleCI
15 26 (0.60%) Sonatype Nexus
16 25 (0.58%) Artifactory
16 25 (0.58%) Atlassian Bamboo
17 23 (0.53%) webpack
18 19 (0.44%) Postman
18 19 (0.44%) REST Assured
General
1 877 (20.21%) Finance
2 705 (16.25%) Social Skills
3 433 (9.98%) Banking
4 357 (8.23%) Public Sector
5 332 (7.65%) Front Office
6 274 (6.31%) Analytical Skills
7 159 (3.66%) Investment Banking
8 91 (2.10%) Retail
9 83 (1.91%) Inclusion and Diversity
10 67 (1.54%) Telecoms
11 52 (1.20%) Marketing
12 44 (1.01%) Presentation Skills
13 41 (0.94%) Manufacturing
14 36 (0.83%) Documentation Skills
15 34 (0.78%) Legal
16 29 (0.67%) Law
17 28 (0.65%) Pharmaceutical
18 23 (0.53%) Influencing Skills
19 20 (0.46%) Publishing
20 18 (0.41%) Back Office
Job Titles
1 1,159 (26.71%) Developer
2 699 (16.11%) Architect
3 481 (11.09%) Senior
4 438 (10.09%) DevOps Engineer
5 435 (10.03%) AWS Engineer
6 392 (9.03%) Software Engineer
7 302 (6.96%) Lead
8 276 (6.36%) Data Engineer
9 260 (5.99%) Solutions Architect
10 228 (5.25%) Python Developer
11 224 (5.16%) Java Developer
12 216 (4.98%) Full Stack Developer
13 178 (4.10%) Python Engineer
14 162 (3.73%) AWS Architect
14 162 (3.73%) AWS DevOps
15 156 (3.60%) Developer/Software Engineer
16 153 (3.53%) Analyst
17 151 (3.48%) React Developer
18 145 (3.34%) AWS DevOps Engineer
19 142 (3.27%) Python Software Engineer
Libraries, Frameworks & Software Standards
1 514 (11.85%) React
2 351 (8.09%) Kafka
3 302 (6.96%) Node.js
4 251 (5.78%) Spring
5 244 (5.62%) REST
6 239 (5.51%) gRPC
7 233 (5.37%) .NET
8 230 (5.30%) Spring Boot
9 224 (5.16%) Protocol Buffers
10 216 (4.98%) RESTful
11 184 (4.24%) AngularJS
12 174 (4.01%) HTML
13 168 (3.87%) Pandas
14 161 (3.71%) CSS
15 153 (3.53%) NumPy
16 151 (3.48%) Redux
17 134 (3.09%) SciPy
18 124 (2.86%) Web Services
19 119 (2.74%) GraphQL
20 112 (2.58%) AWS CDK
Miscellaneous
1 294 (6.78%) Fixed Income
2 292 (6.73%) Hedge funds
3 220 (5.07%) Equities
4 204 (4.70%) Derivative
5 180 (4.15%) Foreign Exchange (FX)
6 137 (3.16%) Public Cloud
7 130 (3.00%) Cloud Native
8 96 (2.21%) Greenfield Project
9 94 (2.17%) Product Ownership
10 86 (1.98%) Onboarding
11 85 (1.96%) PKI
12 81 (1.87%) Distributed Systems
13 78 (1.80%) Data Centre
14 71 (1.64%) Management Information System
15 66 (1.52%) Data Protection Act
16 61 (1.41%) Legacy Systems
17 56 (1.29%) Algorithms
18 52 (1.20%) Data Structures
19 51 (1.18%) Clustering
20 44 (1.01%) Replication
Operating Systems
1 487 (11.22%) Linux
2 273 (6.29%) Windows
3 149 (3.43%) Unix
4 104 (2.40%) Windows Server
5 82 (1.89%) Red Hat Enterprise Linux
6 41 (0.94%) Apple iOS
7 25 (0.58%) Ubuntu
8 24 (0.55%) Android
9 18 (0.41%) Mac OS
10 17 (0.39%) Windows 10
11 13 (0.30%) CentOS
12 10 (0.23%) Solaris
13 7 (0.16%) Kali Linux
13 7 (0.16%) Oracle Linux
13 7 (0.16%) Windows Server 2016
13 7 (0.16%) zOS
14 6 (0.14%) Debian
14 6 (0.14%) VMS
14 6 (0.14%) Windows Server 2019
15 4 (0.092%) Windows Server 2012
Processes & Methodologies
1 1,262 (29.09%) Agile
2 1,219 (28.09%) DevOps
3 912 (21.02%) CI/CD
4 716 (16.50%) Software Engineering
5 497 (11.45%) Microservices
6 467 (10.76%) Problem-Solving
7 422 (9.73%) Full Stack Development
8 420 (9.68%) Infrastructure as Code
9 374 (8.62%) Containerisation
10 346 (7.97%) Migration
11 327 (7.54%) Asset Management
11 327 (7.54%) Test Automation
12 319 (7.35%) Analytics
13 293 (6.75%) Machine Learning
14 267 (6.15%) Investment Management
15 261 (6.02%) ETL
16 259 (5.97%) TDD
17 240 (5.53%) Computer Science
18 238 (5.49%) Artificial Intelligence
19 229 (5.28%) Scrum
Programming Languages
1 1,454 (33.51%) Python
2 919 (21.18%) Java
3 794 (18.30%) SQL
4 652 (15.03%) JavaScript
5 573 (13.21%) TypeScript
6 245 (5.65%) Bash
7 229 (5.28%) Go
8 216 (4.98%) C#
9 204 (4.70%) PowerShell
10 143 (3.30%) Scala
11 100 (2.30%) PHP
12 84 (1.94%) C
13 80 (1.84%) Shell Script
14 77 (1.77%) Ruby
15 70 (1.61%) C++
16 47 (1.08%) Perl
17 45 (1.04%) Kotlin
18 41 (0.94%) PL/SQL
19 32 (0.74%) T-SQL
20 30 (0.69%) Groovy
Qualifications
1 954 (21.99%) Security Cleared
2 771 (17.77%) SC Cleared
3 320 (7.37%) Degree
4 183 (4.22%) DV Cleared
5 174 (4.01%) AWS Certification
6 173 (3.99%) Computer Science Degree
7 72 (1.66%) Azure Certification
8 70 (1.61%) Cisco Certification
9 56 (1.29%) CISSP
10 51 (1.18%) AWS Certified Solutions Architect
11 46 (1.06%) CCNP
12 45 (1.04%) Master's Degree
13 42 (0.97%) CISM
14 38 (0.88%) BPSS Clearance
15 34 (0.78%) Microsoft Certification
16 31 (0.71%) CCNA
17 25 (0.58%) AWS Certified DevOps Engineer
18 22 (0.51%) TOGAF Certification
19 21 (0.48%) CISA
20 18 (0.41%) AWS Certified Cloud Practitioner
Quality Assurance & Compliance
1 173 (3.99%) QA
2 127 (2.93%) Data Quality
3 77 (1.77%) Accessibility
4 67 (1.54%) ISO/IEC 27001
5 60 (1.38%) NIST
6 53 (1.22%) PCI DSS
7 51 (1.18%) NCSC
8 48 (1.11%) GDPR
9 34 (0.78%) SLA
10 18 (0.41%) HIPAA
11 17 (0.39%) Disclosure Scotland
12 10 (0.23%) MiFID
12 10 (0.23%) SOC 2
13 9 (0.21%) Cyber Essentials
13 9 (0.21%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
14 8 (0.18%) WCAG
15 7 (0.16%) GRC
15 7 (0.16%) Sarbanes-Oxley
16 5 (0.12%) Actionable Recommendations
16 5 (0.12%) NIST 800
System Software
1 720 (16.59%) Docker
2 210 (4.84%) Active Directory
3 116 (2.67%) VMware Infrastructure
4 49 (1.13%) Hyper-V
5 32 (0.74%) Virtual Machines
6 21 (0.48%) vSphere
7 16 (0.37%) VMware ESXi
8 13 (0.30%) ACF2
8 13 (0.30%) IAG
8 13 (0.30%) RACF
9 12 (0.28%) VMware NSX
10 9 (0.21%) Virtual Servers
11 7 (0.16%) Firmware
12 6 (0.14%) Virtual Desktop
13 5 (0.12%) HDFS
13 5 (0.12%) KVM
13 5 (0.12%) NFS
14 4 (0.092%) Microsoft App-V
14 4 (0.092%) OpenAM
14 4 (0.092%) XenApp
Systems Management
1 927 (21.36%) Kubernetes
2 829 (19.11%) Terraform
3 371 (8.55%) Ansible
4 171 (3.94%) Grafana
5 157 (3.62%) Prometheus
6 88 (2.03%) Puppet
7 79 (1.82%) Progress Chef
8 45 (1.04%) Docker Swarm
9 39 (0.90%) Kibana
10 37 (0.85%) Packer
10 37 (0.85%) Single Sign-On
11 36 (0.83%) SCCM
12 23 (0.53%) Nagios
13 19 (0.44%) Podman
14 16 (0.37%) Argo
14 16 (0.37%) Consul
14 16 (0.37%) Nessus
14 16 (0.37%) Rancher
15 15 (0.35%) Istio
15 15 (0.35%) Microsoft Intune
Vendors
1 361 (8.32%) Microsoft
2 292 (6.73%) Oracle
3 282 (6.50%) Google
4 164 (3.78%) VMware
5 145 (3.34%) Splunk
6 123 (2.83%) Cisco
7 92 (2.12%) ServiceNow
8 79 (1.82%) Databricks
9 78 (1.80%) SAP
10 70 (1.61%) CyberArk
11 66 (1.52%) Salesforce
12 62 (1.43%) F5
13 59 (1.36%) IBM
14 57 (1.31%) Red Hat
15 53 (1.22%) Palo Alto
16 38 (0.88%) BeyondTrust
17 34 (0.78%) Dynatrace
17 34 (0.78%) Informatica
17 34 (0.78%) Juniper
18 31 (0.71%) Talend