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

6 months to
20 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 7,088 12,810
As % of all contract jobs advertised in the UK 10.13% 12.38% 14.51%
As % of the Cloud Services category 31.12% 33.69% 37.67%
Number of daily rates quoted 3,258 5,326 9,737
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 £788 £775 £750
UK excluding London median daily rate £510 £550 £530
% change year-on-year -7.27% +3.77% +7.07%
Number of hourly rates quoted 27 59 47
10th Percentile £22.21 £35.00 £45.75
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% +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 £67.75 £70.00
% change year-on-year -18.82% -3.21% +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 13,842 21,041 34,006
As % of all contract IT jobs advertised in the UK 32.54% 36.74% 38.51%
Number of daily rates quoted 9,846 15,232 24,816
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% - +11.11%
Number of hourly rates quoted 347 332 411
10th Percentile £14.00 £15.25 £13.88
25th Percentile £16.06 £18.50 £15.35
Median hourly rate £21.37 £35.00 £22.00
Median % change year-on-year -38.94% +59.09% -2.22%
75th Percentile £38.13 £66.00 £53.88
90th Percentile £65.75 £78.00 £67.50
UK excluding London median hourly rate £17.72 £25.00 £19.25
% change year-on-year -29.12% +29.89% -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 20 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 20 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 20 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% 2,969
London +1 2,334 £575 -8.00% 1,576
Work from Home 0 1,761 £573 -0.43% 1,727
UK excluding London -9 1,313 £510 -7.27% 1,888
North of England -2 423 £500 -9.09% 467
South East -4 285 £575 - 551
North West -2 260 £475 -13.64% 267
Scotland -4 238 £475 -3.70% 135
South West -12 193 £538 -6.52% 231
Yorkshire -5 144 £525 -4.55% 146
Midlands -11 127 £450 -16.67% 247
West Midlands -25 67 £500 -7.41% 163
East Midlands +11 62 £445 -25.05% 84
East of England -52 41 £550 -5.90% 132
North East -10 21 £575 -11.54% 54
Wales +1 17 £540 -6.09% 59
Northern Ireland -4 4 £675 +12.50% 85
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
1 308 (7.15%) Apache
2 289 (6.71%) Apache Airflow
3 134 (3.11%) Confluence
4 96 (2.23%) Apache Spark
5 70 (1.62%) nginx
6 48 (1.11%) SharePoint
7 30 (0.70%) CMS
8 25 (0.58%) 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 (0.26%) Cloud Foundry
13 11 (0.26%) WebSphere
14 10 (0.23%) IIS
15 9 (0.21%) BizTalk Server
15 9 (0.21%) Site Server
16 8 (0.19%) Anypoint
Applications
1 36 (0.84%) MS Visio
2 16 (0.37%) Microsoft Excel
3 14 (0.32%) Chatbot
4 8 (0.19%) Trello
5 6 (0.14%) Microsoft Office
6 4 (0.093%) CPLEX
6 4 (0.093%) Spreadsheet
7 3 (0.070%) 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%) Endur
4 12 (0.28%) Oracle EBS
5 9 (0.21%) 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%) PeopleSoft HCM
10 2 (0.046%) SAP GRC
10 2 (0.046%) Workday HCM
11 1 (0.023%) NetSuite
Cloud Services
1 1,520 (35.28%) Azure
2 834 (19.36%) GCP
3 522 (12.12%) Serverless
4 437 (10.14%) AWS Lambda
5 420 (9.75%) Amazon S3
6 280 (6.50%) Amazon EC2
7 254 (5.90%) Snowflake
8 250 (5.80%) GitHub
9 224 (5.20%) AWS CloudFormation
10 178 (4.13%) Amazon EKS
11 174 (4.04%) Amazon CloudWatch
12 173 (4.02%) dbt
13 165 (3.83%) SaaS
14 134 (3.11%) Virtual Private Cloud
15 121 (2.81%) OpenShift
16 115 (2.67%) Power Platform
17 109 (2.53%) Azure DevOps
18 105 (2.44%) Cloud Computing
19 102 (2.37%) Microsoft 365
19 102 (2.37%) PaaS
Communications & Networking
1 202 (4.69%) Firewall
2 130 (3.02%) DNS
3 106 (2.46%) VPN
4 98 (2.27%) Network Security
5 72 (1.67%) HTTP
6 68 (1.58%) TCP/IP
7 67 (1.56%) LAN
8 66 (1.53%) SSL
9 64 (1.49%) WAN
10 54 (1.25%) DHCP
11 45 (1.04%) Wireless
12 42 (0.97%) OSPF
13 36 (0.84%) BGP
14 31 (0.72%) MPLS
15 30 (0.70%) SAN
16 29 (0.67%) VLAN
17 25 (0.58%) SD-WAN
18 24 (0.56%) Cisco Nexus
19 21 (0.49%) VoIP
19 21 (0.49%) Wi-Fi
Database & Business Intelligence
1 357 (8.29%) PostgreSQL
2 226 (5.25%) Amazon RDS
3 215 (4.99%) Amazon Athena
4 207 (4.81%) Data Lake
5 181 (4.20%) Apache Ignite
6 180 (4.18%) NoSQL
7 168 (3.90%) SQL Server
8 166 (3.85%) Data Warehouse
9 156 (3.62%) Big Data
10 151 (3.51%) Amazon Redshift
11 147 (3.41%) Relational Database
12 132 (3.06%) Apache Arrow
12 132 (3.06%) Dremio
12 132 (3.06%) MySQL
13 117 (2.72%) DynamoDB
14 108 (2.51%) MongoDB
15 101 (2.34%) Power BI
16 89 (2.07%) Apache Cassandra
17 79 (1.83%) Amazon Aurora
18 70 (1.62%) Tableau
Development Applications
1 409 (9.49%) Jenkins
2 384 (8.91%) Git
3 262 (6.08%) JIRA
4 221 (5.13%) GitLab
5 115 (2.67%) Cypress.io
6 77 (1.79%) Selenium
7 64 (1.49%) Cucumber
8 63 (1.46%) SonarQube
9 50 (1.16%) Maven
10 45 (1.04%) Bitbucket
11 37 (0.86%) JMeter
12 36 (0.84%) JUnit
13 33 (0.77%) CircleCI
14 32 (0.74%) TeamCity
15 26 (0.60%) Atlassian Bamboo
16 24 (0.56%) Artifactory
17 23 (0.53%) Sonatype Nexus
17 23 (0.53%) webpack
18 21 (0.49%) Postman
19 20 (0.46%) REST Assured
General
1 854 (19.82%) Finance
2 703 (16.32%) Social Skills
3 402 (9.33%) Banking
4 360 (8.36%) Public Sector
5 316 (7.34%) Front Office
6 282 (6.55%) Analytical Skills
7 144 (3.34%) Investment Banking
8 89 (2.07%) Retail
9 78 (1.81%) Inclusion and Diversity
10 72 (1.67%) Telecoms
11 53 (1.23%) Marketing
12 47 (1.09%) Presentation Skills
13 41 (0.95%) Manufacturing
14 33 (0.77%) Documentation Skills
15 31 (0.72%) Pharmaceutical
16 30 (0.70%) Legal
17 28 (0.65%) Law
18 25 (0.58%) Influencing Skills
19 21 (0.49%) Publishing
20 19 (0.44%) Back Office
Job Titles
1 1,146 (26.60%) Developer
2 708 (16.43%) Architect
3 476 (11.05%) Senior
4 443 (10.28%) DevOps Engineer
5 436 (10.12%) AWS Engineer
6 383 (8.89%) Software Engineer
7 296 (6.87%) Lead
8 272 (6.31%) Data Engineer
9 263 (6.10%) Solutions Architect
10 222 (5.15%) Full Stack Developer
10 222 (5.15%) Java Developer
11 216 (5.01%) Python Developer
12 171 (3.97%) Python Engineer
13 167 (3.88%) AWS DevOps
14 160 (3.71%) AWS Architect
15 153 (3.55%) Developer/Software Engineer
16 152 (3.53%) Analyst
16 152 (3.53%) React Developer
17 149 (3.46%) AWS DevOps Engineer
18 142 (3.30%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 502 (11.65%) React
2 337 (7.82%) Kafka
3 309 (7.17%) Node.js
4 249 (5.78%) Spring
5 244 (5.66%) REST
6 236 (5.48%) .NET
7 225 (5.22%) Spring Boot
8 220 (5.11%) gRPC
9 215 (4.99%) RESTful
10 208 (4.83%) Protocol Buffers
11 176 (4.09%) AngularJS
12 170 (3.95%) HTML
13 158 (3.67%) CSS
14 151 (3.51%) Redux
15 148 (3.44%) Pandas
16 135 (3.13%) NumPy
17 126 (2.92%) Web Services
18 118 (2.74%) SciPy
19 117 (2.72%) GraphQL
20 110 (2.55%) AWS CDK
Miscellaneous
1 279 (6.48%) Fixed Income
2 278 (6.45%) Hedge funds
3 209 (4.85%) Equities
4 192 (4.46%) Derivative
5 167 (3.88%) Foreign Exchange (FX)
6 144 (3.34%) Public Cloud
7 130 (3.02%) Cloud Native
8 93 (2.16%) Greenfield Project
9 92 (2.14%) Product Ownership
10 88 (2.04%) Onboarding
11 87 (2.02%) PKI
12 79 (1.83%) Data Centre
13 77 (1.79%) Distributed Systems
14 72 (1.67%) Management Information System
15 65 (1.51%) Data Protection Act
16 59 (1.37%) Algorithms
17 56 (1.30%) Legacy Systems
18 55 (1.28%) Data Structures
19 52 (1.21%) Clustering
20 43 (1.00%) Replication
Operating Systems
1 495 (11.49%) Linux
2 286 (6.64%) Windows
3 141 (3.27%) Unix
4 110 (2.55%) Windows Server
5 80 (1.86%) Red Hat Enterprise Linux
6 40 (0.93%) Apple iOS
7 29 (0.67%) Ubuntu
8 26 (0.60%) Android
9 18 (0.42%) Mac OS
10 17 (0.39%) CentOS
10 17 (0.39%) Windows 10
11 10 (0.23%) Solaris
11 10 (0.23%) VMS
12 8 (0.19%) Oracle Linux
13 7 (0.16%) Kali Linux
13 7 (0.16%) zOS
14 6 (0.14%) Debian
15 5 (0.12%) Windows Server 2012
15 5 (0.12%) Windows Server 2016
16 4 (0.093%) Windows Server 2019
Processes & Methodologies
1 1,248 (28.97%) Agile
2 1,216 (28.23%) DevOps
3 921 (21.38%) CI/CD
4 693 (16.09%) Software Engineering
5 500 (11.61%) Microservices
6 466 (10.82%) Problem-Solving
7 426 (9.89%) Full Stack Development
8 417 (9.68%) Infrastructure as Code
9 365 (8.47%) Containerisation
10 328 (7.61%) Test Automation
11 322 (7.47%) Migration
12 321 (7.45%) Analytics
13 315 (7.31%) Asset Management
14 287 (6.66%) Machine Learning
15 268 (6.22%) ETL
16 257 (5.97%) Investment Management
17 251 (5.83%) TDD
18 234 (5.43%) Computer Science
19 232 (5.39%) Artificial Intelligence
20 226 (5.25%) Data Modelling
Programming Languages
1 1,440 (33.43%) Python
2 900 (20.89%) Java
3 789 (18.31%) SQL
4 640 (14.86%) JavaScript
5 560 (13.00%) TypeScript
6 245 (5.69%) Bash
7 234 (5.43%) Go
8 221 (5.13%) C#
9 197 (4.57%) PowerShell
10 140 (3.25%) Scala
11 100 (2.32%) PHP
12 80 (1.86%) Ruby
13 78 (1.81%) C
14 77 (1.79%) Shell Script
15 67 (1.56%) C++
16 49 (1.14%) Perl
17 45 (1.04%) Kotlin
18 40 (0.93%) PL/SQL
19 33 (0.77%) R
20 32 (0.74%) T-SQL
Qualifications
1 978 (22.70%) Security Cleared
2 790 (18.34%) SC Cleared
3 316 (7.34%) Degree
4 182 (4.22%) DV Cleared
5 171 (3.97%) Computer Science Degree
6 170 (3.95%) AWS Certification
7 71 (1.65%) Azure Certification
8 64 (1.49%) Cisco Certification
9 55 (1.28%) CISSP
10 51 (1.18%) AWS Certified Solutions Architect
11 44 (1.02%) Master's Degree
12 42 (0.97%) CCNP
12 42 (0.97%) CISM
13 40 (0.93%) BPSS Clearance
14 32 (0.74%) Microsoft Certification
15 28 (0.65%) AWS Certified DevOps Engineer
15 28 (0.65%) CCNA
16 22 (0.51%) TOGAF Certification
17 21 (0.49%) CISA
18 18 (0.42%) AWS Certified Cloud Practitioner
Quality Assurance & Compliance
1 176 (4.09%) QA
2 118 (2.74%) Data Quality
3 76 (1.76%) Accessibility
4 66 (1.53%) ISO/IEC 27001
5 61 (1.42%) NIST
6 51 (1.18%) NCSC
7 49 (1.14%) PCI DSS
8 47 (1.09%) GDPR
9 35 (0.81%) 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%) NIST 800
17 4 (0.093%) Government Security Classifications
System Software
1 705 (16.36%) Docker
2 209 (4.85%) Active Directory
3 115 (2.67%) VMware Infrastructure
4 47 (1.09%) Hyper-V
5 38 (0.88%) 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 (0.093%) GPFS
13 4 (0.093%) OpenAM
13 4 (0.093%) Shibboleth
Systems Management
1 910 (21.12%) Kubernetes
2 836 (19.41%) Terraform
3 376 (8.73%) Ansible
4 169 (3.92%) Grafana
5 157 (3.64%) Prometheus
6 91 (2.11%) Puppet
7 83 (1.93%) Progress Chef
8 44 (1.02%) Docker Swarm
9 41 (0.95%) Kibana
9 41 (0.95%) Packer
10 37 (0.86%) Single Sign-On
11 35 (0.81%) SCCM
12 23 (0.53%) Nagios
13 21 (0.49%) Consul
14 18 (0.42%) Podman
15 16 (0.37%) Argo
15 16 (0.37%) Rancher
16 15 (0.35%) Istio
16 15 (0.35%) Microsoft Intune
17 13 (0.30%) Graylog
Vendors
1 350 (8.12%) Microsoft
2 289 (6.71%) Oracle
3 277 (6.43%) Google
4 168 (3.90%) VMware
5 144 (3.34%) Splunk
6 116 (2.69%) Cisco
7 95 (2.21%) ServiceNow
8 81 (1.88%) SAP
9 75 (1.74%) Databricks
10 69 (1.60%) CyberArk
11 63 (1.46%) IBM
12 61 (1.42%) Red Hat
13 59 (1.37%) Salesforce
14 57 (1.32%) F5
15 47 (1.09%) Palo Alto
16 38 (0.88%) BeyondTrust
17 37 (0.86%) Informatica
18 35 (0.81%) Dynatrace
19 32 (0.74%) Talend
20 31 (0.72%) Bloomberg