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

6 months to
26 May 2024
Same period 2023 Same period 2022
Rank 12 10 6
Rank change year-on-year -2 -4 0
Contract jobs citing AWS 4,308 6,965 12,621
As % of all contract jobs advertised in the UK 10.10% 12.27% 14.40%
As % of the Cloud Services category 31.07% 33.69% 37.43%
Number of daily rates quoted 3,262 5,213 9,583
10th Percentile £377 £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 £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 25 63 46
10th Percentile £22.17 £35.00 £45.63
25th Percentile £30.25 £48.59 £51.25
Median hourly rate £55.00 £75.00 £65.54
Median % change year-on-year -26.67% +14.43% +37.98%
75th Percentile £72.50 £79.00 £77.50
90th Percentile £73.70 £88.30 £81.00
UK excluding London median hourly rate £61.00 £65.50 £70.00
% change year-on-year -6.87% -6.43% +14.29%

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 13,864 20,673 33,722
As % of all contract IT jobs advertised in the UK 32.49% 36.43% 38.47%
Number of daily rates quoted 9,879 14,948 24,606
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 £748 £738
UK excluding London median daily rate £488 £500 £500
% change year-on-year -2.50% - +10.86%
Number of hourly rates quoted 341 331 393
10th Percentile £14.00 £15.25 £13.88
25th Percentile £16.00 £18.50 £15.37
Median hourly rate £21.37 £36.00 £22.00
Median % change year-on-year -40.64% +63.64% -
75th Percentile £40.00 £66.75 £53.75
90th Percentile £67.00 £79.19 £67.50
UK excluding London median hourly rate £17.72 £26.48 £20.00
% change year-on-year -33.08% +32.40% +2.56%

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 26 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 26 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 26 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 3,596 £563 -6.25% 3,231
London +1 2,339 £575 -7.26% 1,889
Work from Home 0 1,748 £568 -1.30% 1,804
UK excluding London -9 1,318 £507 -7.82% 2,193
North of England -3 424 £500 -9.09% 454
South East -3 288 £575 - 936
North West -2 258 £475 -13.24% 296
Scotland -3 241 £475 -4.04% 118
South West -12 193 £538 -6.52% 226
Yorkshire -4 145 £525 -4.55% 115
Midlands -8 126 £450 -16.67% 211
East Midlands +12 64 £445 -20.89% 79
West Midlands -30 64 £450 -18.18% 131
East of England -47 41 £550 -7.25% 139
North East -11 23 £575 -8.00% 43
Wales -3 16 £558 -2.19% 47
Northern Ireland -4 4 £675 +12.50% 86
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
1 315 (7.31%) Apache
2 299 (6.94%) Apache Airflow
3 126 (2.92%) Confluence
4 96 (2.23%) Apache Spark
5 66 (1.53%) nginx
6 48 (1.11%) SharePoint
7 30 (0.70%) CMS
8 22 (0.51%) OpenStack
9 18 (0.42%) JBoss
9 18 (0.42%) Tomcat
10 16 (0.37%) Microsoft Exchange
11 15 (0.35%) Drupal
11 15 (0.35%) WordPress
12 13 (0.30%) SAS
13 11 (0.26%) Cloud Foundry
14 10 (0.23%) IIS
14 10 (0.23%) WebSphere
15 9 (0.21%) Site Server
16 8 (0.19%) Anypoint
16 8 (0.19%) BizTalk Server
Applications
1 32 (0.74%) MS Visio
2 15 (0.35%) Microsoft Excel
3 13 (0.30%) Chatbot
4 8 (0.19%) Trello
5 6 (0.14%) Microsoft Office
6 5 (0.12%) CPLEX
7 4 (0.093%) Spreadsheet
8 2 (0.046%) Microsoft PowerPoint
8 2 (0.046%) Sketch
9 1 (0.023%) InVision
9 1 (0.023%) Weka
Business Applications
1 19 (0.44%) Aladdin
2 16 (0.37%) Temenos T24
3 14 (0.32%) Sparx Enterprise Architect
4 12 (0.28%) Oracle EBS
5 10 (0.23%) Endur
5 10 (0.23%) Payment Gateway
6 8 (0.19%) 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 (0.070%) Dynamics CRM
9 3 (0.070%) Oracle Procure-to-Pay
10 2 (0.046%) Dynamics AX
10 2 (0.046%) Dynamics NAV
10 2 (0.046%) SAP GRC
11 1 (0.023%) Aareon QL
11 1 (0.023%) NetSuite
11 1 (0.023%) SAP ERP
Cloud Services
1 1,524 (35.38%) Azure
2 842 (19.55%) GCP
3 511 (11.86%) Serverless
4 428 (9.94%) AWS Lambda
5 424 (9.84%) Amazon S3
6 275 (6.38%) Amazon EC2
7 269 (6.24%) Snowflake
8 256 (5.94%) GitHub
9 222 (5.15%) AWS CloudFormation
10 185 (4.29%) dbt
11 170 (3.95%) Amazon EKS
12 168 (3.90%) Amazon CloudWatch
13 166 (3.85%) SaaS
14 130 (3.02%) Virtual Private Cloud
15 122 (2.83%) OpenShift
16 118 (2.74%) Power Platform
17 106 (2.46%) Azure DevOps
18 105 (2.44%) Cloud Computing
19 103 (2.39%) Microsoft 365
20 99 (2.30%) PaaS
Communications & Networking
1 206 (4.78%) Firewall
2 129 (2.99%) DNS
3 106 (2.46%) VPN
4 101 (2.34%) Network Security
5 72 (1.67%) HTTP
6 71 (1.65%) TCP/IP
7 69 (1.60%) WAN
8 68 (1.58%) LAN
9 64 (1.49%) SSL
10 56 (1.30%) DHCP
11 48 (1.11%) Wireless
12 44 (1.02%) OSPF
13 38 (0.88%) BGP
14 33 (0.77%) MPLS
15 30 (0.70%) SD-WAN
16 29 (0.67%) VLAN
17 28 (0.65%) SAN
18 26 (0.60%) Cisco Nexus
19 23 (0.53%) Wi-Fi
20 21 (0.49%) VoIP
Database & Business Intelligence
1 358 (8.31%) PostgreSQL
2 231 (5.36%) Amazon RDS
3 222 (5.15%) Amazon Athena
4 210 (4.87%) Data Lake
5 188 (4.36%) Apache Ignite
6 178 (4.13%) NoSQL
7 172 (3.99%) SQL Server
8 167 (3.88%) Data Warehouse
9 154 (3.57%) Big Data
10 151 (3.51%) Amazon Redshift
11 143 (3.32%) Relational Database
12 141 (3.27%) Dremio
13 140 (3.25%) Apache Arrow
14 135 (3.13%) MySQL
15 121 (2.81%) DynamoDB
16 107 (2.48%) MongoDB
17 105 (2.44%) Power BI
18 89 (2.07%) Apache Cassandra
19 78 (1.81%) Amazon Aurora
20 73 (1.69%) Tableau
Development Applications
1 406 (9.42%) Jenkins
2 382 (8.87%) Git
3 247 (5.73%) JIRA
4 224 (5.20%) GitLab
5 120 (2.79%) Cypress.io
6 80 (1.86%) Selenium
7 64 (1.49%) SonarQube
8 61 (1.42%) Cucumber
9 49 (1.14%) Maven
10 41 (0.95%) Bitbucket
11 39 (0.91%) JUnit
12 37 (0.86%) JMeter
13 34 (0.79%) CircleCI
14 32 (0.74%) TeamCity
15 25 (0.58%) Atlassian Bamboo
15 25 (0.58%) Sonatype Nexus
16 24 (0.56%) Artifactory
17 23 (0.53%) webpack
18 22 (0.51%) Postman
19 20 (0.46%) REST Assured
General
1 859 (19.94%) Finance
2 701 (16.27%) Social Skills
3 412 (9.56%) Banking
4 351 (8.15%) Public Sector
5 324 (7.52%) Front Office
6 274 (6.36%) Analytical Skills
7 151 (3.51%) Investment Banking
8 91 (2.11%) Retail
9 81 (1.88%) Inclusion and Diversity
10 67 (1.56%) Telecoms
11 53 (1.23%) Marketing
12 45 (1.04%) Presentation Skills
13 41 (0.95%) Manufacturing
14 36 (0.84%) Documentation Skills
15 32 (0.74%) Legal
16 29 (0.67%) Pharmaceutical
17 28 (0.65%) Law
18 24 (0.56%) Influencing Skills
19 20 (0.46%) Publishing
20 18 (0.42%) Back Office
Job Titles
1 1,156 (26.83%) Developer
2 690 (16.02%) Architect
3 472 (10.96%) Senior
4 435 (10.10%) DevOps Engineer
5 431 (10.00%) AWS Engineer
6 386 (8.96%) Software Engineer
7 296 (6.87%) Lead
8 271 (6.29%) Data Engineer
9 259 (6.01%) Solutions Architect
10 223 (5.18%) Java Developer
11 222 (5.15%) Full Stack Developer
12 220 (5.11%) Python Developer
13 174 (4.04%) Python Engineer
14 161 (3.74%) AWS DevOps
15 156 (3.62%) AWS Architect
16 154 (3.57%) Developer/Software Engineer
17 153 (3.55%) React Developer
18 152 (3.53%) Analyst
19 143 (3.32%) AWS DevOps Engineer
20 140 (3.25%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 516 (11.98%) React
2 347 (8.05%) Kafka
3 306 (7.10%) Node.js
4 253 (5.87%) Spring
5 245 (5.69%) REST
6 234 (5.43%) .NET
6 234 (5.43%) Spring Boot
7 229 (5.32%) gRPC
8 216 (5.01%) RESTful
9 215 (4.99%) Protocol Buffers
10 182 (4.22%) AngularJS
11 172 (3.99%) HTML
12 159 (3.69%) CSS
13 158 (3.67%) Pandas
14 152 (3.53%) Redux
15 143 (3.32%) NumPy
16 125 (2.90%) SciPy
16 125 (2.90%) Web Services
17 120 (2.79%) GraphQL
18 108 (2.51%) AWS CDK
Miscellaneous
1 287 (6.66%) Fixed Income
2 286 (6.64%) Hedge funds
3 214 (4.97%) Equities
4 198 (4.60%) Derivative
5 174 (4.04%) Foreign Exchange (FX)
6 139 (3.23%) Public Cloud
7 130 (3.02%) Cloud Native
8 96 (2.23%) Greenfield Project
9 91 (2.11%) Product Ownership
10 86 (2.00%) Onboarding
11 85 (1.97%) PKI
12 81 (1.88%) Distributed Systems
13 78 (1.81%) Data Centre
14 71 (1.65%) Management Information System
15 65 (1.51%) Data Protection Act
16 61 (1.42%) Legacy Systems
17 58 (1.35%) Algorithms
18 53 (1.23%) Data Structures
19 51 (1.18%) Clustering
20 44 (1.02%) Replication
Operating Systems
1 487 (11.30%) Linux
2 281 (6.52%) Windows
3 147 (3.41%) Unix
4 107 (2.48%) Windows Server
5 80 (1.86%) Red Hat Enterprise Linux
6 40 (0.93%) Apple iOS
7 27 (0.63%) Ubuntu
8 25 (0.58%) Android
9 18 (0.42%) Mac OS
10 17 (0.39%) Windows 10
11 15 (0.35%) CentOS
12 10 (0.23%) Solaris
13 8 (0.19%) VMS
14 7 (0.16%) Kali Linux
14 7 (0.16%) Oracle Linux
14 7 (0.16%) zOS
15 6 (0.14%) Debian
16 5 (0.12%) Windows Server 2016
17 4 (0.093%) Data ONTAP
17 4 (0.093%) Windows Server 2019
Processes & Methodologies
1 1,244 (28.88%) Agile
2 1,209 (28.06%) DevOps
3 909 (21.10%) CI/CD
4 699 (16.23%) Software Engineering
5 498 (11.56%) Microservices
6 463 (10.75%) Problem-Solving
7 428 (9.94%) Full Stack Development
8 415 (9.63%) Infrastructure as Code
9 362 (8.40%) Containerisation
10 343 (7.96%) Migration
11 325 (7.54%) Test Automation
12 322 (7.47%) Asset Management
13 313 (7.27%) Analytics
14 284 (6.59%) Machine Learning
15 264 (6.13%) Investment Management
16 260 (6.04%) TDD
17 258 (5.99%) ETL
18 241 (5.59%) Computer Science
19 231 (5.36%) Artificial Intelligence
20 227 (5.27%) Scrum
Programming Languages
1 1,440 (33.43%) Python
2 912 (21.17%) Java
3 788 (18.29%) SQL
4 644 (14.95%) JavaScript
5 567 (13.16%) TypeScript
6 245 (5.69%) Bash
7 228 (5.29%) Go
8 218 (5.06%) C#
9 196 (4.55%) PowerShell
10 138 (3.20%) Scala
11 100 (2.32%) PHP
12 81 (1.88%) C
13 76 (1.76%) Ruby
13 76 (1.76%) Shell Script
14 69 (1.60%) C++
15 48 (1.11%) Perl
16 46 (1.07%) Kotlin
17 41 (0.95%) PL/SQL
18 31 (0.72%) T-SQL
19 27 (0.63%) Groovy
Qualifications
1 947 (21.98%) Security Cleared
2 763 (17.71%) SC Cleared
3 321 (7.45%) Degree
4 182 (4.22%) DV Cleared
5 174 (4.04%) AWS Certification
6 173 (4.02%) Computer Science Degree
7 72 (1.67%) Azure Certification
8 69 (1.60%) Cisco Certification
9 55 (1.28%) CISSP
10 50 (1.16%) AWS Certified Solutions Architect
11 47 (1.09%) CCNP
12 45 (1.04%) Master's Degree
13 42 (0.97%) CISM
14 38 (0.88%) BPSS Clearance
15 34 (0.79%) Microsoft Certification
16 31 (0.72%) CCNA
17 26 (0.60%) AWS Certified DevOps Engineer
18 22 (0.51%) TOGAF Certification
19 21 (0.49%) CISA
20 18 (0.42%) AWS Certified Cloud Practitioner
Quality Assurance & Compliance
1 172 (3.99%) QA
2 123 (2.86%) Data Quality
3 77 (1.79%) Accessibility
4 65 (1.51%) ISO/IEC 27001
5 60 (1.39%) NIST
6 51 (1.18%) NCSC
7 50 (1.16%) PCI DSS
8 47 (1.09%) GDPR
9 34 (0.79%) SLA
10 18 (0.42%) HIPAA
11 17 (0.39%) Disclosure Scotland
12 10 (0.23%) MiFID
12 10 (0.23%) SOC 2
13 9 (0.21%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
14 8 (0.19%) Cyber Essentials
15 7 (0.16%) GRC
15 7 (0.16%) Sarbanes-Oxley
15 7 (0.16%) WCAG
16 5 (0.12%) Actionable Recommendations
16 5 (0.12%) NIST 800
System Software
1 708 (16.43%) Docker
2 210 (4.87%) Active Directory
3 113 (2.62%) VMware Infrastructure
4 49 (1.14%) Hyper-V
5 36 (0.84%) Virtual Machines
6 19 (0.44%) vSphere
7 14 (0.32%) VMware ESXi
8 13 (0.30%) ACF2
8 13 (0.30%) IAG
8 13 (0.30%) RACF
9 11 (0.26%) VMware NSX
10 9 (0.21%) Virtual Servers
11 8 (0.19%) Virtual Desktop
12 7 (0.16%) Firmware
13 6 (0.14%) NFS
14 5 (0.12%) HDFS
14 5 (0.12%) KVM
15 4 (0.093%) GPFS
15 4 (0.093%) OpenAM
15 4 (0.093%) Shibboleth
Systems Management
1 911 (21.15%) Kubernetes
2 831 (19.29%) Terraform
3 369 (8.57%) Ansible
4 171 (3.97%) Grafana
5 155 (3.60%) Prometheus
6 88 (2.04%) Puppet
7 78 (1.81%) Progress Chef
8 44 (1.02%) Docker Swarm
9 40 (0.93%) Kibana
10 38 (0.88%) Packer
11 37 (0.86%) Single Sign-On
12 35 (0.81%) SCCM
13 22 (0.51%) Nagios
14 19 (0.44%) Podman
15 17 (0.39%) Argo
15 17 (0.39%) Consul
16 16 (0.37%) Rancher
17 15 (0.35%) Istio
17 15 (0.35%) Microsoft Intune
18 13 (0.30%) Nessus
Vendors
1 352 (8.17%) Microsoft
2 290 (6.73%) Oracle
3 279 (6.48%) Google
4 162 (3.76%) VMware
5 142 (3.30%) Splunk
6 123 (2.86%) Cisco
7 91 (2.11%) ServiceNow
8 81 (1.88%) SAP
9 77 (1.79%) Databricks
10 69 (1.60%) CyberArk
11 63 (1.46%) IBM
11 63 (1.46%) Salesforce
12 62 (1.44%) F5
13 59 (1.37%) Red Hat
14 53 (1.23%) Palo Alto
15 38 (0.88%) BeyondTrust
16 35 (0.81%) Informatica
17 34 (0.79%) Dynatrace
17 34 (0.79%) Juniper
18 32 (0.74%) Talend